Software Engineering Conference Papers from the 2020s

1. 1

   Matteo Vaccargiu, Azmat Ullah, and Pierluigi Gallo:
   A Blockchain-Oriented Software Engineering Architecture for Carbon Credit Certification Systems.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   2 cites at Semantic Scholar

   1533% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Ehsan Firouzi, Shardul Bhatt, and Mohammad Ghafari:
   Can Developers Rely on LLMs for Secure IaC Development?
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Ehsan Firouzi and Mohammad Ghafari:
   Persistent Human Feedback, LLMs, and Static Analyzers for Secure Code Generation and Vulnerability Detection.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Antonio Della Porta, Gianmario Voria, Andrea Abbate, Raffaele Sulipano, Stefano Lambiase, Gemma Catolino, and Fabio Palomba:
   Toward Measuring Prompt Quality: A Preliminary Investigation on Prompt Smells.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Farnaz Soltaniani, Shoaib Razzaq, and Mohammad Ghafari:
   Evaluating Large Language Models for Security Bug Report Prediction.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Alessandro Aneggi, Xiaozhou Li, and Andrea Janes:
   PPTAMη: Energy Aware CI/CD Pipeline for Container Based Applications.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Robert Arntzenius, Xutong Liu, and Andy Zaidman:
   On the Energy Consumption of Continuous Integration in Open-Source Java Projects.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Rima Ayusinta, Rodi Jolak, and Raja Khurram Shahzad:
   Broken Access Control Risks in Open Source Javascript Projects: A Security Analysis.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Elena Ballesteros-Morallón, Félix García, María Gutiérrez, María Ángeles Moraga, and Coral Calero:
   GREENN: Granular Evaluation of Energy Efficiency in Neural Networks.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Sara Baradaran and Mukund Raghothaman:
    Effective Minimization of Failure-Inducing Tests Using Convention-Aware Slicing.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    André Brandão, Diogo Matos, Miguel Guimarães, Simão Cunha, and João Saraiva:
    The Green Side of the Lua.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Elena Bruches, Vadim Alperovich, Dari Baturova, Roman Derunets, Daniil Grebenkin, Georgy Mkrtchyan, Oleg Sedukhin, Mikhail Klementev, Ivan Bondarenko, Nikolay Bushkov, and Stanislav Moiseev:
    TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Selin Çoban, Miguel Perez, Cagatay Akpinar, Baran Tanriverdi, and Horst Lichter:
    An LLM-Based Approach for Automatic ML Prototype Review.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Faith Culas, Priyanka Dhopade, and Kelly Blincoe:
    Designing Think-Aloud Studies to Identify Cognitive Biases in Software Engineering Tools: An Experience Report.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Alejandra Duque-Torres, Stefan Fischer, and Claus Klammer:
    Metamorphic Testing for Sequential Prediction Models: A Survey of LSTMs and LLMs.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Carmelo Felicetti, Fulvia Michela Caligiuri, Erika De Francesco, and Domenico Saccà:
    A DLT-Based Framework for Traceability and Certification in Sustainable Agri-Tourism: A Case Study in a Southern Italy Region.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Paolo Ferragina and Francesco Tosoni:
    The Energy-Throughput Trade-Off in Lossless-Compressed Source Code Storage.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Dzikri Rahadian Fudholi and Andrea Capiluppi:
    Enhancing Software Engineering Education Through Explainable Automatic EBC Labelling.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Tommaso Fulcini, Alessandro Poletti, Anna Arnaudo, and Riccardo Coppola:
    I Will Try to Fix You: Large Language Models for Mobile GUI Test Repair.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Jan Gorzny, Zhiyang Chen, and Krzysztof Gogol:
    Ethereum Layer Two Client Similarity: Geth.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI

Companion ⌄

1. 1

   Matteo Vaccargiu, Azmat Ullah, and Pierluigi Gallo:
   A Blockchain-Oriented Software Engineering Architecture for Carbon Credit Certification Systems.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   2 cites at Semantic Scholar

   1533% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Ehsan Firouzi, Shardul Bhatt, and Mohammad Ghafari:
   Can Developers Rely on LLMs for Secure IaC Development?
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Ehsan Firouzi and Mohammad Ghafari:
   Persistent Human Feedback, LLMs, and Static Analyzers for Secure Code Generation and Vulnerability Detection.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Antonio Della Porta, Gianmario Voria, Andrea Abbate, Raffaele Sulipano, Stefano Lambiase, Gemma Catolino, and Fabio Palomba:
   Toward Measuring Prompt Quality: A Preliminary Investigation on Prompt Smells.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Farnaz Soltaniani, Shoaib Razzaq, and Mohammad Ghafari:
   Evaluating Large Language Models for Security Bug Report Prediction.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   1 cites at Semantic Scholar

   717% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Alessandro Aneggi, Xiaozhou Li, and Andrea Janes:
   PPTAMη: Energy Aware CI/CD Pipeline for Container Based Applications.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Robert Arntzenius, Xutong Liu, and Andy Zaidman:
   On the Energy Consumption of Continuous Integration in Open-Source Java Projects.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Rima Ayusinta, Rodi Jolak, and Raja Khurram Shahzad:
   Broken Access Control Risks in Open Source Javascript Projects: A Security Analysis.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Elena Ballesteros-Morallón, Félix García, María Gutiérrez, María Ángeles Moraga, and Coral Calero:
   GREENN: Granular Evaluation of Energy Efficiency in Neural Networks.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
   

   0 cites at Semantic Scholar

   -100% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Sara Baradaran and Mukund Raghothaman:
    Effective Minimization of Failure-Inducing Tests Using Convention-Aware Slicing.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    André Brandão, Diogo Matos, Miguel Guimarães, Simão Cunha, and João Saraiva:
    The Green Side of the Lua.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Elena Bruches, Vadim Alperovich, Dari Baturova, Roman Derunets, Daniil Grebenkin, Georgy Mkrtchyan, Oleg Sedukhin, Mikhail Klementev, Ivan Bondarenko, Nikolay Bushkov, and Stanislav Moiseev:
    TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Selin Çoban, Miguel Perez, Cagatay Akpinar, Baran Tanriverdi, and Horst Lichter:
    An LLM-Based Approach for Automatic ML Prototype Review.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Faith Culas, Priyanka Dhopade, and Kelly Blincoe:
    Designing Think-Aloud Studies to Identify Cognitive Biases in Software Engineering Tools: An Experience Report.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Alejandra Duque-Torres, Stefan Fischer, and Claus Klammer:
    Metamorphic Testing for Sequential Prediction Models: A Survey of LSTMs and LLMs.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Carmelo Felicetti, Fulvia Michela Caligiuri, Erika De Francesco, and Domenico Saccà:
    A DLT-Based Framework for Traceability and Certification in Sustainable Agri-Tourism: A Case Study in a Southern Italy Region.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Paolo Ferragina and Francesco Tosoni:
    The Energy-Throughput Trade-Off in Lossless-Compressed Source Code Storage.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Dzikri Rahadian Fudholi and Andrea Capiluppi:
    Enhancing Software Engineering Education Through Explainable Automatic EBC Labelling.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Tommaso Fulcini, Alessandro Poletti, Anna Arnaudo, and Riccardo Coppola:
    I Will Try to Fix You: Large Language Models for Mobile GUI Test Repair.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Jan Gorzny, Zhiyang Chen, and Krzysztof Gogol:
    Ethereum Layer Two Client Similarity: Geth.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2026
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Islem Bouzenia, Premkumar T. Devanbu, and Michael Pradel:
   RepairAgent: An Autonomous, LLM-Based Agent for Program Repair.
   International Conference on Software Engineering (ICSE), 2025
   

   324 cites at Semantic Scholar

   6810% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim, Chawin Sitawarin, Xinyun Chen, Basel Alomair, David A. Wagner, Baishakhi Ray, and Yizheng Chen:
   Vulnerability Detection with Code Language Models: How Far Are We?
   International Conference on Software Engineering (ICSE), 2025
   

   226 cites at Semantic Scholar

   4720% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Wei Ma, Daoyuan Wu, Yuqiang Sun, Tianwen Wang, Shangqing Liu, Jian Zhang, Yue Xue, and Yang Liu:
   Combining Fine-Tuning and LLM-Based Agents for Intuitive Smart Contract Auditing with Justifications.
   International Conference on Software Engineering (ICSE), 2025
   

   104 cites at Semantic Scholar

   2118% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Haifeng Ruan, Yuntong Zhang, and Abhik Roychoudhury:
   SpecRover: Code Intent Extraction via LLMs.
   International Conference on Software Engineering (ICSE), 2025
   

   99 cites at Semantic Scholar

   2011% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Claudio Spiess, David Gros, Kunal Suresh Pai, Michael Pradel, Md. Rafiqul Islam Rabin, Amin Alipour, Susmit Jha, Prem Devanbu, and Toufique Ahmed:
   Calibration and Correctness of Language Models for Code.
   International Conference on Software Engineering (ICSE), 2025
   

   78 cites at Semantic Scholar

   1564% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Lezhi Ma, Shangqing Liu, Yi Li, Xiaofei Xie, and Lei Bu:
   SpecGen: Automated Generation of Formal Program Specifications via Large Language Models.
   International Conference on Software Engineering (ICSE), 2025
   

   77 cites at Semantic Scholar

   1542% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Junkai Chen, Zhiyuan Pan, Xing Hu, Zhenhao Li, Ge Li, and Xin Xia:
   Reasoning Runtime Behavior of a Program with LLM: How Far Are We?
   International Conference on Software Engineering (ICSE), 2025
   

   71 cites at Semantic Scholar

   1414% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Shuzheng Gao, Cuiyun Gao, Wenchao Gu, and Michael R. Lyu:
   Search-Based LLMs for Code Optimization.
   International Conference on Software Engineering (ICSE), 2025
   🏆 Distinguished Paper
   

   58 cites at Semantic Scholar

   1137% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Yanlin Wang, Yanli Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, and Zibin Zheng:
   RLCoder: Reinforcement Learning for Repository-Level Code Completion.
   International Conference on Software Engineering (ICSE), 2025
   

   52 cites at Semantic Scholar

   1009% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Soneya Binta Hossain and Matthew B. Dwyer:
    TOGLL: Correct and Strong Test Oracle Generation with LLMS.
    International Conference on Software Engineering (ICSE), 2025
    

    52 cites at Semantic Scholar

    1009% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Wannita Takerngsaksiri, Jirat Pasuksmit, Patanamon Thongtanunam, Chakkrit Tantithamthavorn, Ruixiong Zhang, Fan Jiang, Jing Li, Evan Cook, Kun Chen, and Ming Wu:
    Human-In-The-Loop Software Development Agents.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    50 cites at Semantic Scholar

    966% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Feng Lin, Dong Jae Kim, and Tse-Hsun Chen:
    SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents.
    International Conference on Software Engineering (ICSE), 2025
    

    45 cites at Semantic Scholar

    860% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Chong Wang, Kaifeng Huang, Jian Zhang, Yebo Feng, Lyuye Zhang, Yang Liu, and Xin Peng:
    LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion.
    International Conference on Software Engineering (ICSE), 2025
    

    40 cites at Semantic Scholar

    753% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Pat Rondon, Renyao Wei, José Cambronero, Jürgen Cito, Aaron Sun, Siddhant Sanyam, Michele Tufano, and Satish Chandra:
    Evaluating Agent-Based Program Repair at Google.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    38 cites at Semantic Scholar

    710% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, and Zhenyu Chen:
    Source Code Summarization in the Era of Large Language Models.
    International Conference on Software Engineering (ICSE), 2025
    

    37 cites at OpenAlex

    689% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Umut Cihan, Vahid Haratian, Arda Içöz, Mert Kaan Gül, Ömercan Devran, Emircan Furkan Bayendur, Baykal Mehmet Uçar, and Eray Tüzün:
    Automated Code Review in Practice.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    37 cites at Semantic Scholar

    689% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Yuling Shi, Hongyu Zhang, Chengcheng Wan, and Xiaodong Gu:
    Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers.
    International Conference on Software Engineering (ICSE), 2025
    

    36 cites at Semantic Scholar

    668% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Kyle Thompson, Nuno Saavedra, Pedro Carrott, Kevin Fisher, Alex Sanchez-Stern, Yuriy Brun, João F. Ferreira, Sorin Lerner, and Emily First:
    Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification.
    International Conference on Software Engineering (ICSE), 2025
    🏆 Distinguished Paper
    

    35 cites at Semantic Scholar

    646% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, and Tianyi Zhang:
    Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models.
    International Conference on Software Engineering (ICSE), 2025
    

    34 cites at Semantic Scholar

    625% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Nihal Jain, Robert Kwiatkowski, Baishakhi Ray, Murali Krishna Ramanathan, and Varun Kumar:
    On Mitigating Code LLM Hallucinations with API Documentation.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    34 cites at Semantic Scholar

    625% above average of year

    Visited: Jun-2026

    Paper: DOI

Research/Technical Papers ⌄

1. 1

   Islem Bouzenia, Premkumar T. Devanbu, and Michael Pradel:
   RepairAgent: An Autonomous, LLM-Based Agent for Program Repair.
   International Conference on Software Engineering (ICSE), 2025
   

   324 cites at Semantic Scholar

   6810% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim, Chawin Sitawarin, Xinyun Chen, Basel Alomair, David A. Wagner, Baishakhi Ray, and Yizheng Chen:
   Vulnerability Detection with Code Language Models: How Far Are We?
   International Conference on Software Engineering (ICSE), 2025
   

   226 cites at Semantic Scholar

   4720% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Wei Ma, Daoyuan Wu, Yuqiang Sun, Tianwen Wang, Shangqing Liu, Jian Zhang, Yue Xue, and Yang Liu:
   Combining Fine-Tuning and LLM-Based Agents for Intuitive Smart Contract Auditing with Justifications.
   International Conference on Software Engineering (ICSE), 2025
   

   104 cites at Semantic Scholar

   2118% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Haifeng Ruan, Yuntong Zhang, and Abhik Roychoudhury:
   SpecRover: Code Intent Extraction via LLMs.
   International Conference on Software Engineering (ICSE), 2025
   

   99 cites at Semantic Scholar

   2011% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Claudio Spiess, David Gros, Kunal Suresh Pai, Michael Pradel, Md. Rafiqul Islam Rabin, Amin Alipour, Susmit Jha, Prem Devanbu, and Toufique Ahmed:
   Calibration and Correctness of Language Models for Code.
   International Conference on Software Engineering (ICSE), 2025
   

   78 cites at Semantic Scholar

   1564% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Lezhi Ma, Shangqing Liu, Yi Li, Xiaofei Xie, and Lei Bu:
   SpecGen: Automated Generation of Formal Program Specifications via Large Language Models.
   International Conference on Software Engineering (ICSE), 2025
   

   77 cites at Semantic Scholar

   1542% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Junkai Chen, Zhiyuan Pan, Xing Hu, Zhenhao Li, Ge Li, and Xin Xia:
   Reasoning Runtime Behavior of a Program with LLM: How Far Are We?
   International Conference on Software Engineering (ICSE), 2025
   

   71 cites at Semantic Scholar

   1414% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Shuzheng Gao, Cuiyun Gao, Wenchao Gu, and Michael R. Lyu:
   Search-Based LLMs for Code Optimization.
   International Conference on Software Engineering (ICSE), 2025
   🏆 Distinguished Paper
   

   58 cites at Semantic Scholar

   1137% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Yanlin Wang, Yanli Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, and Zibin Zheng:
   RLCoder: Reinforcement Learning for Repository-Level Code Completion.
   International Conference on Software Engineering (ICSE), 2025
   

   52 cites at Semantic Scholar

   1009% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Soneya Binta Hossain and Matthew B. Dwyer:
    TOGLL: Correct and Strong Test Oracle Generation with LLMS.
    International Conference on Software Engineering (ICSE), 2025
    

    52 cites at Semantic Scholar

    1009% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Feng Lin, Dong Jae Kim, and Tse-Hsun Chen:
    SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents.
    International Conference on Software Engineering (ICSE), 2025
    

    45 cites at Semantic Scholar

    860% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Chong Wang, Kaifeng Huang, Jian Zhang, Yebo Feng, Lyuye Zhang, Yang Liu, and Xin Peng:
    LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion.
    International Conference on Software Engineering (ICSE), 2025
    

    40 cites at Semantic Scholar

    753% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, and Zhenyu Chen:
    Source Code Summarization in the Era of Large Language Models.
    International Conference on Software Engineering (ICSE), 2025
    

    37 cites at OpenAlex

    689% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Yuling Shi, Hongyu Zhang, Chengcheng Wan, and Xiaodong Gu:
    Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers.
    International Conference on Software Engineering (ICSE), 2025
    

    36 cites at Semantic Scholar

    668% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Kyle Thompson, Nuno Saavedra, Pedro Carrott, Kevin Fisher, Alex Sanchez-Stern, Yuriy Brun, João F. Ferreira, Sorin Lerner, and Emily First:
    Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification.
    International Conference on Software Engineering (ICSE), 2025
    🏆 Distinguished Paper
    

    35 cites at Semantic Scholar

    646% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, and Tianyi Zhang:
    Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models.
    International Conference on Software Engineering (ICSE), 2025
    

    34 cites at Semantic Scholar

    625% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Zifan Nan, Zhaoqiang Guo, Kui Liu, and Xin Xia:
    Test Intention Guided LLM-Based Unit Test Generation.
    International Conference on Software Engineering (ICSE), 2025
    

    31 cites at Semantic Scholar

    561% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Amirhossein Deljouyi, Roham Koohestani, Maliheh Izadi, and Andy Zaidman:
    Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests.
    International Conference on Software Engineering (ICSE), 2025
    

    29 cites at Semantic Scholar

    518% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Rodrigo Pedro, Miguel E. Coimbra, Daniel Castro, Paulo Carreira, and Nuno Santos:
    Prompt-to-SQL Injections in LLM-Integrated Web Applications: Risks and Defenses.
    International Conference on Software Engineering (ICSE), 2025
    

    29 cites at Semantic Scholar

    518% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Chong Wang, Jianan Liu, Xin Peng, Yang Liu, and Yiling Lou:
    Boosting Static Resource Leak Detection via LLM-Based Resource-Oriented Intention Inference.
    International Conference on Software Engineering (ICSE), 2025
    

    29 cites at Semantic Scholar

    518% above average of year

    Visited: Jun-2026

    Paper: DOI

Companion ⌄

1. 1

   Hanxiang Xu, Wei Ma, Ting Zhou, Yanjie Zhao, Kai Chen, Qiang Hu, Yang Liu, and Haoyu Wang:
   CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   21 cites at Semantic Scholar

   348% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Tyler Stennett, Myeongsoo Kim, Saurabh Sinha, and Alessandro Orso:
   AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Qiang Ke, Xinyi Hou, Yanjie Zhao, and Haoyu Wang:
   ClauseBench: Enhancing Software License Analysis with Clause-Level Benchmarking.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   7 cites at Semantic Scholar

   49% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Kristian Kolthoff, Felix Kretzer, Christian Bartelt, Alexander Maedche, and Simone Paolo Ponzetto:
   GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   7 cites at Semantic Scholar

   49% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Reem Aleithan:
   Revisiting SWE-Bench: On the Importance of Data Quality for LLM-Based Code Models.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   5 cites at Semantic Scholar

   7% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Changguo Jia, Nianyu Li, Kai Yang, and Minghui Zhou:
   SIT: An Accurate, Compliant SBOM Generator with Incremental Construction.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   5 cites at Semantic Scholar

   7% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Aditya Kahol, Anka Chandrahas Tummepalli, and Preethu Rose Anish:
   OSS-LCAF: Open-Source Software License Conflict Analysis Framework.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   5 cites at Semantic Scholar

   7% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Yisen Xu:
   MUARF: Leveraging Multi-Agent Workflows for Automated Code Refactoring.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   5 cites at Semantic Scholar

   7% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Trey Woodlief, Felipe Toledo, Sebastian G. Elbaum, and Matthew B. Dwyer:
   Closing the Gap Between Sensor Inputs and Driving Properties: A Scene Graph Generator for CARLA.
   International Conference on Software Engineering (ICSE): Companion, 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Zhaonan Wu, Yanjie Zhao, Chen Wei, Zirui Wan, Yue Liu, and Haoyu Wang:
    COmmitSHield: Tracking Vulnerability Introduction and Fix in Version Control Systems.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Xing Cui, Jingzheng Wu, Xiang Ling, Tianyue Luo, Mutian Yang, and Wenxiang Ou:
    Exploring Large Language Models for Analyzing Open Source License Conflicts: How Far Are We?
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Simon Speth and Alexander Pretschner:
    GeMTest: A General Metamorphic Testing Framework.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Normen Yu, Luciana Carreon, Gang Tan, and Saeid Tizpaz-Niari:
    FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical Software.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    April Clarke:
    Improving Software Team Communication Through Social Interventions in Project Management Tools.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    David Molamphy, Brian Fitzgerald, and Kieran Conboy:
    Customer Validation, Feedback and Collaboration in Large-Scale Continuous Software Development.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Hongzhou Rao, Yanjie Zhao, Wenjie Zhu, Ling Xiao, Meizhen Wang, and Haoyu Wang:
    CODEMORPH: Mitigating Data Leakage in Large Language Model Assessment.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Ravishka Rathnasuriya:
    On the Fly Input Refinement for Code Language Models.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Samveg Shah, Shivali Agarwal, Saravanan Krishnan, Vini Kanvar, and Sridhar Chimalakonda:
    A-COBREX: A Tool for Identifying Business Rules in COBOL Programs.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Mohammed Latif Siddiq:
    Advancing Secure and Standard Source Code Generation Techniques.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Gengyi Sun:
    Intelligent Automation for Accelerating the Repair of Software Build Failures.
    International Conference on Software Engineering (ICSE): Companion, 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI

New Ideas and Emerging Results (NIER) ⌄

1. 1

   Andreas Vogelsang, Alexander Korn, Giovanna Broccia, Alessio Ferrari, Jannik Fischbach, and Chetan Arora:
   On the Impact of Requirements Smells in Prompts: The Case of Automated Traceability.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   21 cites at Semantic Scholar

   348% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Alejandro Velasco, Daniel Rodríguez-Cárdenas, Luftar Rahman Alif, David N. Palacio, and Denys Poshyvanyk:
   How Propense Are Large Language Models at Producing Code Smells? A Benchmarking Study.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Chong Wang, Zhenpeng Chen, Tianlin Li, Yilun Zhang, and Yang Liu:
   Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   6 cites at Semantic Scholar

   28% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Istvan David:
   SusDevOps: Promoting Sustainability to a First Principle in Software Delivery.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   6 cites at Semantic Scholar

   28% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Paschal C. Amusuo, Parth V. Patil, Owen Cochell, Taylor Le Lievre, and James C. Davis:
   A Unit Proofing Framework for Code-Level Verification: A Research Agenda.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Fengjie Li, Jiajun Jiang, Jiajun Sun, and Hongyu Zhang:
   Evaluating the Generalizability of LLMs in Automated Program Repair.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Liangying Shao, Yanfu Yan, Denys Poshyvanyk, and Jinsong Su:
   UniGenCoder: Merging SEQ2SEQ and SEQ2TREE Paradigms for Unified Code Generation.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Marc North, Amir Atapour-Abarghouei, and Nelly Bencomo:
   Beyond Syntax: How Do LLMs Understand Code?
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Nimrod Busany, Hananel Hadad, Zofia Maszlanka, Rohit Shelke, Gregory Price, Okhaide Akhigbe, and Daniel Amyot:
   Optimizing Experiment Configurations for LLM Applications Through Exploratory Analysis.
   International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Long Doan and ThanhVu Nguyen:
    AI-Assisted Autoformalization of Combinatorics Problems in Proof Assistants.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Junjie Sheng, Yanqiu Lin, Jiehao Wu, Yanhong Huang, Jianqi Shi, Min Zhang, and Xiangfeng Wang:
    SolSearch: An LLM-Driven Framework for Efficient SAT-Solving Code Generation.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Benedikt Steininger, Chrysanthi Papamichail, David Stark, Dejan Nickovic, and Alessio Gambi:
    Automatically Generating Content for Testing Autonomous Vehicles from User Descriptions.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Yang Yue, Yi Wang, and David F. Redmiles:
    Discovering Ideologies of the Open Source Software Movement.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Maria Camporese and Fabio Massacci:
    Using ML Filters to Help Automated Vulnerability Repairs: When It Helps and When It Doesn't.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Yuanjun Gong and Fabio Massacci:
    When in Doubt Throw It Out: Building on Confident Learning for Vulnerability Detection.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    A. Finn Hackett and Ivan Beschastnikh:
    Listening to the Firehose: Sonifying Z3's Behavior.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Robin Kimmel, Judith Michael, Andreas Wortmann, and Jingxi Zhang:
    Digital Twins for Software Engineering Processes.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Abhishek Kumar, Sandhya Sankar, Sonia Haiduc, Partha Pratim Das, and Partha Pratim Chakrabarti:
    LLMs as Evaluators: A Novel Approach to Commit Message Quality Assessment.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Shane McIntosh, Luca Milanesio, Antonio Barone, Jacek Centkowski, Marcin Czech, and Fabio Ponciroli:
    Using Reinforcement Learning to Sustain the Performance of Version Control Repositories.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Nitish Patkar, Aimen Fahmi, Timo Kehrer, and Norbert Seyff:
    What Is a Feature, Really? Toward a Unified Understanding Across SE Disciplines.
    International Conference on Software Engineering (ICSE): New Ideas and Emerging Results (NIER), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI

Software Engineering in Practice (SEIP) ⌄

1. 1

   Wannita Takerngsaksiri, Jirat Pasuksmit, Patanamon Thongtanunam, Chakkrit Tantithamthavorn, Ruixiong Zhang, Fan Jiang, Jing Li, Evan Cook, Kun Chen, and Ming Wu:
   Human-In-The-Loop Software Development Agents.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   50 cites at Semantic Scholar

   966% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Pat Rondon, Renyao Wei, José Cambronero, Jürgen Cito, Aaron Sun, Siddhant Sanyam, Michele Tufano, and Satish Chandra:
   Evaluating Agent-Based Program Repair at Google.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   38 cites at Semantic Scholar

   710% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Umut Cihan, Vahid Haratian, Arda Içöz, Mert Kaan Gül, Ömercan Devran, Emircan Furkan Bayendur, Baykal Mehmet Uçar, and Eray Tüzün:
   Automated Code Review in Practice.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   37 cites at Semantic Scholar

   689% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Nihal Jain, Robert Kwiatkowski, Baishakhi Ray, Murali Krishna Ramanathan, and Varun Kumar:
   On Mitigating Code LLM Hallucinations with API Documentation.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   34 cites at Semantic Scholar

   625% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Rangeet Pan, Myeongsoo Kim, Rahul Krishna, Raju Pavuluri, and Saurabh Sinha:
   ASTER: Natural and Multi-Language Unit Test Generation with LLMs.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   32 cites at Semantic Scholar

   582% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Yilun Liu, Yuhe Ji, Shimin Tao, Minggui He, Weibin Meng, Shenglin Zhang, Yongqian Sun, Yuming Xie, Boxing Chen, and Hao Yang:
   LogLM: From Task-Based to Instruction-Based Automated Log Analysis.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   27 cites at Semantic Scholar

   476% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Spandan Garg, Roshanak Zilouchian Moghaddam, and Neel Sundaresan:
   RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   26 cites at Semantic Scholar

   455% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Elise Paradis, Kate Grey, Quinn Madison, Daye Nam, Andrew Macvean, Vahid Meimand, Nan Zhang, Benjamin Ferrari-Church, and Satish Chandra:
   How Much Does AI Impact Development Speed? An Enterprise-Based Randomized Controlled Trial.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   21 cites at Semantic Scholar

   348% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Mohammad Saiful Islam, Mohamed Sami Rakha, William Pourmajidi, Janakan Sivaloganathan, John Steinbacher, and Andriy V. Miranskyy:
   Anomaly Detection in Large-Scale Cloud Systems: An Industry Case and Dataset.
   International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
   

   20 cites at Semantic Scholar

   327% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Nadia Nahar, Christian Kästner, Jenna L. Butler, Chris Parnin, Thomas Zimmermann, and Christian Bird:
    Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    20 cites at Semantic Scholar

    327% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Siyuan Jiang, Jia Li, He Zong, Huanyu Liu, Hao Zhu, Shukai Hu, Erlu Li, Jiazheng Ding, Yu Han, Wei Ning, and Ge Li:
    aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    15 cites at Semantic Scholar

    220% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Stoyan Nikolov, Daniele Codecasa, Anna Sjövall, Maxim Tabachnyk, Satish Chandra, Siddharth Taneja, and Celal Ziftci:
    How Is Google Using AI for Internal Code Migrations?
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    15 cites at Semantic Scholar

    220% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, and Davide Taibi:
    On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    14 cites at Semantic Scholar

    199% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Hao Li, Cor-Paul Bezemer, and Ahmed E. Hassan:
    Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    12 cites at Semantic Scholar

    156% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Anton Semenkin, Vitaliy Bibaev, Yaroslav Sokolov, Kirill Krylov, Alexey Kalina, Anna Khannanova, Danila Savenkov, Darya Rovdo, Igor Davidenko, Kirill Karnaukhov, Maxim Vakhrushev, Mikhail Kostyukov, Mikhail Podvitskii, Petr Surkov, Yaroslav Golubev, Nikita Povarov, and Timofey Bryksin:
    Full Line Code Completion: Bringing AI to Desktop.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    12 cites at Semantic Scholar

    156% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Jenna L. Butler, Jina Suh, Sankeerti Haniyur, and Constance Hadley:
    Dear Diary: A Randomized Controlled Trial of Generative AI Coding Tools in the Workplace.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Martin Obaidi, Hannah Deters, Jakob Droste, Marc Herrmann, Kurt Schneider, Nicolas Voß, and Jannik Fischbach:
    Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Haonan Chen, Daihang Chen, Yizhuo Yang, Lingyun Xu, Liang Gao, Mingyi Zhou, Chunming Hu, and Li Li:
    ArkAnalyzer: The Static Analysis Framework for OpenHarmony.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Guilherme Vaz Pereira, Victoria Jackson, Rafael Prikladnicki, André van der Hoek, Luciane Fortes, Carolina Araújo, André Coelho, Ligia Chelli, and Diego Ramos:
    Exploring GenAI in Software Development: Insights from a Case Study in a Large Brazilian Company.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Henri Aïdasso, Francis Bordeleau, and Ali Tizghadam:
    On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories.
    International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP), 2025
    

    7 cites at Semantic Scholar

    49% above average of year

    Visited: Jun-2026

    Paper: DOI

Software Engineering in Society (SEIS) ⌄

1. 1

   Kiev Gama, Grischa Liebel, Miguel Goulão, Aline Lacerda, and Cristiana Lacerda:
   A Socio-Technical Grounded Theory on the Effect of Cognitive Dysfunctions in the Performance of Software Developers with ADHD and Autism.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   15 cites at Semantic Scholar

   220% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Muneera Bano, Hashini Gunatilake, and Rashina Hoda:
   What Does a Software Engineer Look Like? Exploring Societal Stereotypes in LLMs.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   14 cites at Semantic Scholar

   199% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Vincenzo De Martino, Silverio Martínez-Fernández, and Fabio Palomba:
   Do Developers Adopt Green Architectural Tactics for ML-Enabled Systems? A Mining Software Repository Study.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   13 cites at Semantic Scholar

   177% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Matheus de Morais Leça and Ronnie de Souza Santos:
   Curious, Critical Thinker, Empathetic, and Ethically Responsible: Essential Soft Skills for Data Scientists in Software Engineering.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Yagil Elias, Tom P. Humbert, Lauren Olson, and Emitzá Guzmán:
   What Is Unethical About Software? User Perceptions in the Netherlands.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Sonja M. Hyrynsalmi, Grischa Liebel, Ronnie de Souza Santos, and Sebastian Baltes:
   Not Real or Too Soft? On the Challenges of Publishing Interdisciplinary Software Engineering Research.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, and Fabio Palomba:
   From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Kurt Schneider, Farnaz Fotrousi, and Rebekka Wohlrab:
   A Reference Model for Empirically Comparing LLMs with Humans.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Emily Vorderwülbeke and Isabella Graßl:
   Belonging Beyond Code: Queer Software Engineering and Humanities Student Experiences.
   International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Muhammad M. Hossain, Banani Roy, Chanchal Roy, and Kevin A. Schneider:
    A Collaborative Framework for Cross-Domain Scientific Experiments for Society 5.0.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Edvaldo Wassouf Jr, Pedro Fukuda, and Awdren L. Fontão:
    Investigating the Developer Experience of LGBTQIAPN+ People in Agile Teams.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Minjoo Kim, Taehyun Kim Kim, Jaehyun Chung, Hyunseok Choi, Seokhyeon Min, Joon-Ho Lim, and Soohyun Park:
    Multi-Modal LLM-Based Fully-Automated Training Dataset Generation Software Platform for Mathematics Education.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Yeqian Li and Kousar Aslam:
    Ethical Issues in Video Games: Insights From Reddit Discussions.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Shandler A. Mason, Hank Lenham, and Sandeep Kaur Kuttal:
    Breaking the Silos: An Actionable Framework for Recruiting Diverse Participants in SE.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Davoud Mougouei, Ahmad Azarnik, Mahdi Fahmideh, Elahe Mougouei, Hoa Khanh Dam, Arif Ali Khan, Saima Rafi, Javed Ali Khan, and Aakash Ahmad:
    A First Look at AI Trends in Value-Aligned Software Engineering Publications: Human-LLM Insights.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Gennaro Zanfardino, Antinisca Di Marco, and Michele Tucci:
    Designing a Tool for Evacuation Plan Validation: Multi-Agent Simulations with Persona-Based UI.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Sergio Cobos and Javier Luis Cánovas Izquierdo:
    A Bot-Based Approach to Manage Codes of Conduct in Open-Source Projects.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Steve Counsell, Giuseppe Destefanis, Rumyana Neykova, Alina Dana Miron, Nadine Aburumman, and Thomas Shippey:
    There's Nothing to See Here: A Study of Deaf and Hearing Developer Use of Stack Overflow.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Júlia Rocha Fortunato, Luana Ribeiro Soares, Gabriela Silva Alves, Edna Dias Canedo, and Fabiana Freitas Mendes:
    Enhancing Women's Experiences in Software Engineering.
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Rifat Ara Shams, Mojtaba Shahin, Gillian C. Oliver, Jon Whittle, Waqar Hussain, Harsha Perera, and Arif Nurwidyantoro:
    Strategies to Embed Human Values in Mobile Apps: What Do End-Users and Practitioners Think?
    International Conference on Software Engineering (ICSE): Software Engineering in Society (SEIS), 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, and Lingming Zhang:
   Demystifying LLM-Based Software Engineering Agents.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   🏆 Distinguished Paper
   

   141 cites at Semantic Scholar

   2907% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, and Yongbin Li:
   Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   61 cites at Semantic Scholar

   1201% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Juan Altmayer Pizzorno and Emery D. Berger:
   CoverUp: Effective High Coverage Test Generation for Python.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   57 cites at Semantic Scholar

   1116% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Borui Yang, Md Afif Al Mamun, Jie M. Zhang, and Gias Uddin:
   Hallucination Detection in Large Language Models with Metamorphic Relations.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   🏆 Distinguished Paper
   

   42 cites at Semantic Scholar

   796% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Mark Harman, Jillian Ritchey, Inna Harper, Shubho Sengupta, Ke Mao, Abhishek Gulati, Christopher Foster, and Hervé Robert:
   Mutation-Guided LLM-Based Test Generation at Meta.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   41 cites at Semantic Scholar

   774% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Ali Reza Ibrahimzada, Kaiyao Ke, Mrigank Pawagi, Muhammad Salman Abid, Rangeet Pan, Saurabh Sinha, and Reyhaneh Jabbarvand:
   AlphaTrans: A Neuro-Symbolic Compositional Approach for Repository-Level Code Translation and Validation.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   40 cites at Semantic Scholar

   753% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, and Michael R. Lyu:
   Divide-and-Conquer: Generating UI Code from Screenshots.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   38 cites at Semantic Scholar

   710% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Jenny T. Liang, Melissa Lin, Nikitha Rao, and Brad A. Myers:
   Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   37 cites at Semantic Scholar

   689% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, and Lei Ma:
   VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   31 cites at Semantic Scholar

   561% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Yuetian Mao, Junjie He, and Chunyang Chen:
    From Prompts to Templates: A Systematic Prompt Template Analysis for Real-World LLMapps.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    30 cites at Semantic Scholar

    540% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Tao Sun, Jian Xu, Yuanpeng Li, Zhao Yan, Ge Zhang, Lintao Xie, Lu Geng, Zheng Wang, Yueyan Chen, Qin Lin, Wenbo Duan, Kaixin Sui, and Yuanshuo Zhu:
    BitsAI-CR: Automated Code Review via LLM in Practice.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    30 cites at Semantic Scholar

    540% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Christian Rahe and Walid Maalej:
    How Do Programming Students Use Generative AI?
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    30 cites at Semantic Scholar

    540% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Yun Peng, Jun Wan, Yichen Li, and Xiaoxue Ren:
    COFFE: A Code Efficiency Benchmark for Code Generation.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    🏆 Distinguished Paper
    

    28 cites at Semantic Scholar

    497% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Xiaosong Huang, Chiming Duan, and Ying Li:
    AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    24 cites at Semantic Scholar

    412% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Zhihan Jiang, Junjie Huang, Guangba Yu, Zhuangbin Chen, Yichen Li, Renyi Zhong, Cong Feng, Yongqiang Yang, Zengyin Yang, and Michael R. Lyu:
    L4: Diagnosing Large-Scale LLM Training Failures via Automated Log Analysis.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    22 cites at Semantic Scholar

    369% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Yanlin Wang, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Mingzhi Mao, Xilin Liu, Yuchi Ma, and Zibin Zheng:
    Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    22 cites at Semantic Scholar

    369% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Ting Zhou, Yanjie Zhao, Xinyi Hou, Xiaoyu Sun, Kai Chen, and Haoyu Wang:
    DeclarUI: Bridging Design and Development with Automated Declarative UI Code Generation.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    22 cites at Semantic Scholar

    369% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Sebastian Zhao, Alan Zhu, Hussein Mozannar, David A. Sontag, Ameet Talwalkar, and Valerie Chen:
    CodingGenie: A Proactive LLM-Powered Programming Assistant.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    21 cites at Semantic Scholar

    348% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Junjie Huang, Zhihan Jiang, Zhuangbin Chen, and Michael R. Lyu:
    No More Labelled Examples? An Unsupervised Log Parser with LLMs.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    21 cites at Semantic Scholar

    348% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Kensen Shi, Deniz Altinbüken, Saswat Anand, Mihai Christodorescu, Katja Grünwedel, Alexa Koenings, Sai Naidu, Anurag Pathak, Marc Rasi, Fredde Ribeiro, Brandon Ruffin, Siddhant Sanyam, Maxim Tabachnyk, Sara Toth, Roy Tu, Tobias Welp, Pengcheng Yin, Manzil Zaheer, Satish Chandra, and Charles Sutton:
    Natural Language Outlines for Code: Literate Programming in the LLM Era.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    20 cites at Semantic Scholar

    327% above average of year

    Visited: Jun-2026

    Paper: DOI

Research/Technical Papers ⌄

1. 1

   Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, and Lingming Zhang:
   Demystifying LLM-Based Software Engineering Agents.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   🏆 Distinguished Paper
   

   141 cites at Semantic Scholar

   2907% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Juan Altmayer Pizzorno and Emery D. Berger:
   CoverUp: Effective High Coverage Test Generation for Python.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   57 cites at Semantic Scholar

   1116% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Borui Yang, Md Afif Al Mamun, Jie M. Zhang, and Gias Uddin:
   Hallucination Detection in Large Language Models with Metamorphic Relations.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   🏆 Distinguished Paper
   

   42 cites at Semantic Scholar

   796% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Ali Reza Ibrahimzada, Kaiyao Ke, Mrigank Pawagi, Muhammad Salman Abid, Rangeet Pan, Saurabh Sinha, and Reyhaneh Jabbarvand:
   AlphaTrans: A Neuro-Symbolic Compositional Approach for Repository-Level Code Translation and Validation.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   40 cites at Semantic Scholar

   753% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, and Michael R. Lyu:
   Divide-and-Conquer: Generating UI Code from Screenshots.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   38 cites at Semantic Scholar

   710% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Jenny T. Liang, Melissa Lin, Nikitha Rao, and Brad A. Myers:
   Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   37 cites at Semantic Scholar

   689% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, and Lei Ma:
   VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   31 cites at Semantic Scholar

   561% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Christian Rahe and Walid Maalej:
   How Do Programming Students Use Generative AI?
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   

   30 cites at Semantic Scholar

   540% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Yun Peng, Jun Wan, Yichen Li, and Xiaoxue Ren:
   COFFE: A Code Efficiency Benchmark for Code Generation.
   ACM International Conference on the Foundations of Software Engineering (FSE), 2025
   🏆 Distinguished Paper
   

   28 cites at Semantic Scholar

   497% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Yanlin Wang, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Mingzhi Mao, Xilin Liu, Yuchi Ma, and Zibin Zheng:
    Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    22 cites at Semantic Scholar

    369% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Ting Zhou, Yanjie Zhao, Xinyi Hou, Xiaoyu Sun, Kai Chen, and Haoyu Wang:
    DeclarUI: Bridging Design and Development with Automated Declarative UI Code Generation.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    22 cites at Semantic Scholar

    369% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Junjie Huang, Zhihan Jiang, Zhuangbin Chen, and Michael R. Lyu:
    No More Labelled Examples? An Unsupervised Log Parser with LLMs.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    21 cites at Semantic Scholar

    348% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Chenxu Wang, Tianming Liu, Yanjie Zhao, Minghui Yang, and Haoyu Wang:
    LLMDroid: Enhancing Automated Mobile App GUI Testing Coverage with Large Language Model Guidance.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    20 cites at Semantic Scholar

    327% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Ziyao He, Syed Fatiul Huq, and Sam Malek:
    Enhancing Web Accessibility: Automated Detection of Issues with Generative AI.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    19 cites at Semantic Scholar

    305% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Yuvraj Virk, Premkumar T. Devanbu, and Toufique Ahmed:
    Calibration of Large Language Models on Code Summarization.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    19 cites at Semantic Scholar

    305% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Myeongsoo Kim, Saurabh Sinha, and Alessandro Orso:
    LlamaRestTest: Effective REST API Testing with Small Language Models.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    17 cites at Semantic Scholar

    263% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Jiaolong Kong, Xiaofei Xie, and Shangqing Liu:
    Demystifying Memorization in LLM-Based Program Repair via a General Hypothesis Testing Framework.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    17 cites at Semantic Scholar

    263% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Kyla Levin, Nicolas van Kempen, Emery D. Berger, and Stephen N. Freund:
    ChatDBG: Augmenting Debugging with Large Language Models.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    15 cites at Semantic Scholar

    220% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Francesco Sovrano, Adam Bauer, and Alberto Bacchelli:
    Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End".
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    14 cites at Semantic Scholar

    199% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Zhengmin Yu, Yuan Zhang, Ming Wen, Yinan Nie, Wenhui Zhang, and Min Yang:
    CXXCrafter: An LLM-Based Agent for Automated C/C++ Open Source Software Building.
    ACM International Conference on the Foundations of Software Engineering (FSE), 2025
    

    14 cites at Semantic Scholar

    199% above average of year

    Visited: Jun-2026

    Paper: DOI

Companion ⌄

1. 1

   Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, and Yongbin Li:
   Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   61 cites at Semantic Scholar

   1201% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Mark Harman, Jillian Ritchey, Inna Harper, Shubho Sengupta, Ke Mao, Abhishek Gulati, Christopher Foster, and Hervé Robert:
   Mutation-Guided LLM-Based Test Generation at Meta.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   41 cites at Semantic Scholar

   774% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Yuetian Mao, Junjie He, and Chunyang Chen:
   From Prompts to Templates: A Systematic Prompt Template Analysis for Real-World LLMapps.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   30 cites at Semantic Scholar

   540% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Tao Sun, Jian Xu, Yuanpeng Li, Zhao Yan, Ge Zhang, Lintao Xie, Lu Geng, Zheng Wang, Yueyan Chen, Qin Lin, Wenbo Duan, Kaixin Sui, and Yuanshuo Zhu:
   BitsAI-CR: Automated Code Review via LLM in Practice.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   30 cites at Semantic Scholar

   540% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Xiaosong Huang, Chiming Duan, and Ying Li:
   AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Zhihan Jiang, Junjie Huang, Guangba Yu, Zhuangbin Chen, Yichen Li, Renyi Zhong, Cong Feng, Yongqiang Yang, Zengyin Yang, and Michael R. Lyu:
   L4: Diagnosing Large-Scale LLM Training Failures via Automated Log Analysis.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   22 cites at Semantic Scholar

   369% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Sebastian Zhao, Alan Zhu, Hussein Mozannar, David A. Sontag, Ameet Talwalkar, and Valerie Chen:
   CodingGenie: A Proactive LLM-Powered Programming Assistant.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   21 cites at Semantic Scholar

   348% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Kensen Shi, Deniz Altinbüken, Saswat Anand, Mihai Christodorescu, Katja Grünwedel, Alexa Koenings, Sai Naidu, Anurag Pathak, Marc Rasi, Fredde Ribeiro, Brandon Ruffin, Siddhant Sanyam, Maxim Tabachnyk, Sara Toth, Roy Tu, Tobias Welp, Pengcheng Yin, Manzil Zaheer, Satish Chandra, and Charles Sutton:
   Natural Language Outlines for Code: Literate Programming in the LLM Era.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   20 cites at Semantic Scholar

   327% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Celal Ziftci, Stoyan Nikolov, Anna Sjövall, Bo Kim, Daniele Codecasa, and Max Kim:
   Migrating Code At Scale With LLMs At Google.
   ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
   

   18 cites at Semantic Scholar

   284% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Yiran Zhang, Ruiyin Li, Peng Liang, Weisong Sun, and Yang Liu:
    Knowledge-Based Multi-Agent Framework for Automated Software Architecture Design.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    15 cites at Semantic Scholar

    220% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Yuhe Liu, Changhua Pei, Longlong Xu, Bohan Chen, Mingze Sun, Zhirui Zhang, Yongqian Sun, Shenglin Zhang, Kun Wang, Haiming Zhang, Jianhui Li, Gaogang Xie, Xidao Wen, Xiaohui Nie, Minghua Ma, and Dan Pei:
    OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models' Capability in IT Operations Domain.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    14 cites at Semantic Scholar

    199% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Chaozheng Wang, Zezhou Yang, Shuzheng Gao, Cuiyun Gao, Ting Peng, Hailiang Huang, Yuetang Deng, and Michael R. Lyu:
    RAG or Fine-Tuning? A Comparative Study on LCMs-Based Code Completion in Industry.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    14 cites at Semantic Scholar

    199% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Krishna Ronanki:
    Facilitating Trustworthy Human-Agent Collaboration in LLM-Based Multi-Agent System Oriented Software Engineering.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Bianca Trinkenreich, Fabio Calefato, Geir Hanssen, Kelly Blincoe, Marcos Kalinowski, Mauro Pezzè, Paolo Tell, and Margaret-Anne D. Storey:
    Get on the Train or Be Left on the Station: Using LLMs for Software Engineering Research.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    12 cites at Semantic Scholar

    156% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Yujia Chen, Mingyu Chen, Cuiyun Gao, Zhihan Jiang, Zhongqi Li, and Yuchi Ma:
    Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Changshu Liu and Reyhaneh Jabbarvand:
    A Tool for In-Depth Analysis of Code Execution Reasoning of Large Language Models.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Matias Martinez:
    The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Ilya Zakharov, Ekaterina Koshchenko, and Agnia Sergeyuk:
    AI in Software Engineering: Perceived Roles and Their Impact on Adoption.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Rahul Krishna, Rangeet Pan, Saurabh Sinha, Srikanth Tamilselvam, Raju Pavuluri, and Maja Vukovic:
    Codellm-Devkit: A Framework for Contextualizing Code LLMs with Program Analysis Insights.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Xinlong Zhao, Tong Jia, Minghua He, Yihan Wu, Ying Li, and Gang Huang:
    From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning.
    ACM International Conference on the Foundations of Software Engineering (FSE): Companion, 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Islem Bouzenia and Michael Pradel:
   Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   49 cites at Semantic Scholar

   945% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zixin Wang, Xinyi Xu, Wenxuan Wang, Zhiyao Xu, Yuhang Wang, and Michael R. Lyu:
   Interaction2Code: Benchmarking MLLM-Based Interactive Webpage Code Generation from Interactive Prototyping.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   29 cites at Semantic Scholar

   518% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Yingwei Ma, Yongbin Li, Yihong Dong, Xue Jiang, Yanhao Li, Yue Liu, Rongyu Cao, Jue Chen, Fei Huang, and Binhua Li:
   Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Yuling Shi, Yichun Qian, Hongyu Zhang, Beijun Shen, and Xiaodong Gu:
   LongCodeZip: Compress Long Context for Code Language Models.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   23 cites at Semantic Scholar

   391% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Ruofan Lu, Yichen Li, and Yintong Huo:
   Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   14 cites at Semantic Scholar

   199% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Qinyun Wu, Chao Peng, Pengfei Gao, Ruida Hu, Haoyu Gan, Bo Jiang, Jinhe Tang, Zhiwen Deng, Zhanming Guan, Cuiyun Gao, Xia Liu, and Ping Yang:
   RepoMasterEval: Evaluating Code Completion via Real-World Repositories.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   14 cites at Semantic Scholar

   199% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Jia Li, Hao Zhu, Huanyu Liu, Xianjie Shi, He Zong, Yihong Dong, Kechi Zhang, Siyuan Jiang, Zhi Jin, and Ge Li:
   Aligning LLMs to Fully Utilize the Cross-File Context in Repository-Level Code Completion.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   13 cites at Semantic Scholar

   177% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Dany Moshkovich and Sergey Zeltyn:
   Taming Uncertainty via Automation: Observing, Analyzing, and Optimizing Agentic AI Systems.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Benjamin Rombaut, Sogol Masoumzadeh, Kirill Vasilevski, Dayi Lin, and Ahmed E. Hassan:
   Watson: A Cognitive Observability Framework for the Reasoning of LLM-Powered Agents.
   IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
   

   10 cites at Semantic Scholar

   113% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Thanh-Long Bui, Hoa Khanh Dam, and Rashina Hoda:
    An LLM-Based Multi-Agent Framework for Agile Effort Estimation.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Zhi Ma, Cheng Wen, Zhexin Su, Xiao Liang, Cong Tian, Shengchao Qin, and Mengfei Yang:
    Bridging Natural Language and Formal Specification-Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Gustavo Ansaldi Oliva, Gopi Krishnan Rajbahadur, Aaditya Bhatia, Haoxiang Zhang, Yihao Chen, Zhilong Chen, Arthur Leung, Dayi Lin, Boyuan Chen, and Ahmed E. Hassan:
    SPICE: An Automated SWE-Bench Labeling Pipeline for Issue Clarity, Test Coverage, and Effort Estimation.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Yuxin Zhang, Yuxia Zhang, Zeyu Sun, Yanjie Jiang, and Hui Liu:
    LAURA: Enhancing Code Review Generation with Context-Enriched Retrieval-Augmented LLM.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Yubo Bai and Tapti Palit:
    RustAssure: Differential Symbolic Testing for LLM-Transpiled C-to-Rust Code.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Xiaoyu Guo, Minggu Wang, and Jianjun Zhao:
    QuanBench: Benchmarking Quantum Code Generation with Large Language Models.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Minghua He, Chiming Duan, Pei Xiao, Tong Jia, Siyu Yu, Lingzhe Zhang, Weijie Hong, Jin Han, Yifan Wu, Ying Li, and Gang Huang:
    United We Stand: Towards End-to-End Log-Based Fault Diagnosis via Interactive Multi-Task Learning.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Minghua He, Tong Jia, Chiming Duan, Pei Xiao, Lingzhe Zhang, Kangjin Wang, Yifan Wu, Ying Li, and Gang Huang:
    Walk the Talk: Is Your Log-Based Software Reliability Maintenance System Really Reliable?
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Haolin Jin and Huaming Chen:
    Uncovering Systematic Failures of LLMs in Verifying Code Against Natural Language Specifications.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Nicolas van Kempen, Hyuk-Je Kwon, Dung Tuan Nguyen, and Emery D. Berger:
    It's Not Easy Being Green: On the Energy Efficiency of Programming Languages.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, and Emerson R. Murphy-Hill:
    Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild.
    IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Ziyao Zhang, Chong Wang, Yanlin Wang, Ensheng Shi, Yuchi Ma, Wanjun Zhong, Jiachi Chen, Mingzhi Mao, and Zibin Zheng:
   LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   162 cites at Semantic Scholar

   3355% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Ruiqi Wang, Jiyu Guo, Cuiyun Gao, Guodong Fan, Chun Yong Chong, and Xin Xia:
   Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   109 cites at Semantic Scholar

   2225% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Islem Bouzenia and Michael Pradel:
   You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   63 cites at Semantic Scholar

   1244% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Niklas Risse, Jing Liu, and Marcel Böhme:
   Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   45 cites at Semantic Scholar

   860% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, and Chun Zuo:
   Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   27 cites at Semantic Scholar

   476% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Xiaohan Yuan, Jinfeng Li, Dongxia Wang, Yuefeng Chen, Xiaofeng Mao, Longtao Huang, Jialuo Chen, Hui Xue, Xiaoxia Liu, Wenhai Wang, Kui Ren, and Jingyi Wang:
   S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   27 cites at Semantic Scholar

   476% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Lianghong Guo, Wei Tao, Runhan Jiang, Yanlin Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, and Zibin Zheng:
   OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Fan Wu, Cuiyun Gao, Shuqing Li, Xin-Cheng Wen, and Qing Liao:
   MLLM-Based UI2Code Automation Guided by UI Layout Information.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Ye Shang, Quanjun Zhang, Chunrong Fang, Siqi Gu, Jianyi Zhou, and Zhenyu Chen:
   A Large-Scale Empirical Study on Fine-Tuning Large Language Models for Unit Testing.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   23 cites at Semantic Scholar

   391% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Wai Kin Wong, Daoyuan Wu, Huaijin Wang, Zongjie Li, Zhibo Liu, Shuai Wang, Qiyi Tang, Sen Nie, and Shi Wu:
    DecLLM: LLM-Augmented Recompilable Decompilation for Enabling Programmatic Use of Decompiled Code.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    23 cites at Semantic Scholar

    391% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Pengyu Xue, Linhao Wu, Zhen Yang, Chengyi Wang, Xiang Li, Yuxiang Zhang, Jia Li, Ruikai Jin, Yifei Pei, Zhaoyan Shen, Xiran Lyu, and Jacky Wai Keung:
    ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    21 cites at Semantic Scholar

    348% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, and Lorenzo Cavallaro:
    On Benchmarking Code LLMs for Android Malware Analysis.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    19 cites at Semantic Scholar

    305% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Yifan Xia, Zichen Xie, Peiyu Liu, Kangjie Lu, Yan Liu, Wenhai Wang, and Shouling Ji:
    Beyond Static Pattern Matching? Rethinking Automatic Cryptographic API Misuse Detection in the Era of LLMs.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    16 cites at Semantic Scholar

    241% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Mingwei Zheng, Danning Xie, Qingkai Shi, Chengpeng Wang, and Xiangyu Zhang:
    Validating Network Protocol Parsers with Traceable RFC Document Interpretation.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    16 cites at Semantic Scholar

    241% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Ruofan Liu, Xiwen Teoh, Yun Lin, Guanjie Chen, Ruofei Ren, Denys Poshyvanyk, and Jin Song Dong:
    GUIPilot: A Consistency-Based Mobile GUI Testing Approach for Detecting Application-Specific Bugs.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, and Yongbin Li:
    SWE-GPT: A Process-Centric Language Model for Automated Software Improvement.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    He Ye, Aidan Z. H. Yang, Chang Hu, Yanlin Wang, Tao Zhang, and Claire Le Goues:
    AdverIntent-Agent: Adversarial Reasoning for Repair Based on Inferred Program Intent.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    11 cites at Semantic Scholar

    135% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Weining Cao, Guangyuan Wu, Tangzhi Xu, Yuan Yao, Hengfeng Wei, Taolue Chen, and Xiaoxing Ma:
    Clause2Inv: A Generate-Combine-Check Framework for Loop Invariant Inference.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Yisong Xiao, Aishan Liu, Siyuan Liang, Xianglong Liu, and Dacheng Tao:
    Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Roozbeh Aghili, Heng Li, and Foutse Khomh:
    Protecting Privacy in Software Logs: What Should Be Anonymized?
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI

Research/Technical Papers ⌄

1. 1

   Ziyao Zhang, Chong Wang, Yanlin Wang, Ensheng Shi, Yuchi Ma, Wanjun Zhong, Jiachi Chen, Mingzhi Mao, and Zibin Zheng:
   LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   162 cites at Semantic Scholar

   3355% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Ruiqi Wang, Jiyu Guo, Cuiyun Gao, Guodong Fan, Chun Yong Chong, and Xin Xia:
   Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   109 cites at Semantic Scholar

   2225% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Islem Bouzenia and Michael Pradel:
   You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   63 cites at Semantic Scholar

   1244% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Niklas Risse, Jing Liu, and Marcel Böhme:
   Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   45 cites at Semantic Scholar

   860% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, and Chun Zuo:
   Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   27 cites at Semantic Scholar

   476% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Xiaohan Yuan, Jinfeng Li, Dongxia Wang, Yuefeng Chen, Xiaofeng Mao, Longtao Huang, Jialuo Chen, Hui Xue, Xiaoxia Liu, Wenhai Wang, Kui Ren, and Jingyi Wang:
   S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   27 cites at Semantic Scholar

   476% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Lianghong Guo, Wei Tao, Runhan Jiang, Yanlin Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, and Zibin Zheng:
   OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Fan Wu, Cuiyun Gao, Shuqing Li, Xin-Cheng Wen, and Qing Liao:
   MLLM-Based UI2Code Automation Guided by UI Layout Information.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Ye Shang, Quanjun Zhang, Chunrong Fang, Siqi Gu, Jianyi Zhou, and Zhenyu Chen:
   A Large-Scale Empirical Study on Fine-Tuning Large Language Models for Unit Testing.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
   

   23 cites at Semantic Scholar

   391% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Wai Kin Wong, Daoyuan Wu, Huaijin Wang, Zongjie Li, Zhibo Liu, Shuai Wang, Qiyi Tang, Sen Nie, and Shi Wu:
    DecLLM: LLM-Augmented Recompilable Decompilation for Enabling Programmatic Use of Decompiled Code.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    23 cites at Semantic Scholar

    391% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Pengyu Xue, Linhao Wu, Zhen Yang, Chengyi Wang, Xiang Li, Yuxiang Zhang, Jia Li, Ruikai Jin, Yifei Pei, Zhaoyan Shen, Xiran Lyu, and Jacky Wai Keung:
    ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    21 cites at Semantic Scholar

    348% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Yifan Xia, Zichen Xie, Peiyu Liu, Kangjie Lu, Yan Liu, Wenhai Wang, and Shouling Ji:
    Beyond Static Pattern Matching? Rethinking Automatic Cryptographic API Misuse Detection in the Era of LLMs.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    16 cites at Semantic Scholar

    241% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Mingwei Zheng, Danning Xie, Qingkai Shi, Chengpeng Wang, and Xiangyu Zhang:
    Validating Network Protocol Parsers with Traceable RFC Document Interpretation.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    16 cites at Semantic Scholar

    241% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Ruofan Liu, Xiwen Teoh, Yun Lin, Guanjie Chen, Ruofei Ren, Denys Poshyvanyk, and Jin Song Dong:
    GUIPilot: A Consistency-Based Mobile GUI Testing Approach for Detecting Application-Specific Bugs.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, and Yongbin Li:
    SWE-GPT: A Process-Centric Language Model for Automated Software Improvement.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    He Ye, Aidan Z. H. Yang, Chang Hu, Yanlin Wang, Tao Zhang, and Claire Le Goues:
    AdverIntent-Agent: Adversarial Reasoning for Repair Based on Inferred Program Intent.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    11 cites at Semantic Scholar

    135% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Weining Cao, Guangyuan Wu, Tangzhi Xu, Yuan Yao, Hengfeng Wei, Taolue Chen, and Xiaoxing Ma:
    Clause2Inv: A Generate-Combine-Check Framework for Loop Invariant Inference.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Yisong Xiao, Aishan Liu, Siyuan Liang, Xianglong Liu, and Dacheng Tao:
    Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Roozbeh Aghili, Heng Li, and Foutse Khomh:
    Protecting Privacy in Software Logs: What Should Be Anonymized?
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Yingjie Fu, Bozhou Li, Linyi Li, Wentao Zhang, and Tao Xie:
    The First Prompt Counts the Most! An Evaluation of Large Language Models on Iterative Example-Based Code Generation.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI

Companion ⌄

1. 1

   Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, and Lorenzo Cavallaro:
   On Benchmarking Code LLMs for Android Malware Analysis.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Junji Yu, Honglin Shu, Michael Fu, Dong Wang, Chakkrit Tantithamthavorn, Yasutaka Kamei, and Junjie Chen:
   A Preliminary Study of Large Language Models for Multilingual Vulnerability Detection.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   8 cites at Semantic Scholar

   71% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Yuanmin Xie, Zhenyang Xu, Yongqiang Tian, Min Zhou, Xintong Zhou, and Chengnian Sun:
   Kitten: A Simple Yet Effective Baseline for Evaluating LLM-Based Compiler Testing Techniques.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   5 cites at Semantic Scholar

   7% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Jakub Narebski, Mikolaj Fejzer, Krzysztof Stencel, and Piotr Przymus:
   PatchScope - A Modular Tool for Annotating and Analyzing Contributions.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   M. M. Abid Naziri, Aman Kumar Singh, Benjamin Wu, Feiran (Alex) Qin, Saikat Dutta, and Marcelo d'Amorim:
   BugsInDLLs : A Database of Reproducible Bugs in Deep Learning Libraries to Enable Systematic Evaluation of Testing Techniques.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Tong Qiu, Jiaxin Zhu, Wei Chen, and Jun Wei:
   LiPSBOMaker: A Prototype of Multi-Stage Linux Distribution Package SBOM Generator.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Stefanos Chaliasos, Imam Al-Fath, and Alastair F. Donaldson:
   Towards Fuzzing Zero-Knowledge Proof Circuits (Short Paper).
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Ai Liu, Yang Liu, and Shaoying Liu:
   TBFV4J: An Automated Testing-Based Formal Verification Tool for Java.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Miriam Ugarte, Pablo Valle, José Antonio Parejo, Sergio Segura, and Aitor Arrieta:
   ASTRAL: A Tool for the Automated Safety Testing of Large Language Models.
   ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Xinpeng Liu, Qinying Wang, Peiyu Liu, Wenhai Wang, and Shouling Ji:
    MQueez: Specification-Driven Fuzzing for MQTT Broker (Registered Report).
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Yongjian Guo, Wanlun Ma, Xi Xiao, Sheng Wen, Peng Di, and Xiaogang Zhu:
    Patch the Leak: Strengthening CodeLLMs Against Privacy Extraction Threats.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Shuai He, Hao Yan, Wenke Li, Sheng Hong, Xiaowei Guo, Xiaofan Liu, and Cai Fu:
    From Large Language Models to Adversarial Malware: How Far Are We.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Qiang Hu, Xiaofei Xie, Sen Chen, Lili Quan, and Lei Ma:
    Large Language Model Supply Chain: Open Problems From the Security Perspective.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Lianglu Pan, Shaanan Cohney, Toby Murray, and Van-Thuan Pham:
    Trailblazer: Practical End-to-End Web API Fuzzing (Registered Report).
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Suqiong Zhang, Dongyi Fan, Lili He, Wang Lin, and Zuohua Ding:
    A Cloud Native Tool for Testing Automation in Kubernetes.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Linxiao Bai:
    When Performance Failure Occurs in Low-Latency Storage Systems: Observation, Prediction, and Solutions.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Emilio Coppa, Daniel Sokolowski, and Guido Salvaneschi:
    Hybrid Fuzzing of Infrastructure as Code Programs (Short Paper).
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Paul Kalbitzer, José Antonio Zamudio Amaya, and Andreas Zeller:
    XAVIER: Grammar-Based Testing for XML Injection Attacks.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Jungwoo Lee, Haeun Lee, Sangjun Park, and Sang Kil Cha:
    On the Applicability of Benford's Law to Detect Saturation in Fuzzing (Registered Report).
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Linhan Li and ThanhVu Nguyen:
    COOLer: A Language Support Extension for COOL in VS Code.
    ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Toufique Ahmed, Premkumar T. Devanbu, Christoph Treude, and Michael Pradel:
   Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   81 cites at Semantic Scholar

   1628% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Jiho Shin, Clark Tang, Tahmineh Mohati, Maleknaz Nayebi, Song Wang, and Hadi Hemmati:
   Prompt Engineering or Fine-Tuning: An Empirical Assessment of LLMs for Code.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   26 cites at Semantic Scholar

   455% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Timur Galimzyanov, Sergey Titov, Yaroslav Golubev, and Egor Bogomolov:
   Drawing Pandas: A Benchmark for LLMs in Generating Plotting Code.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   24 cites at Semantic Scholar

   412% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Mahan Tafreshipour, Aaron Imani, Eric Huang, Eduardo Santana de Almeida, Thomas Zimmermann, and Iftekhar Ahmed:
   Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   23 cites at Semantic Scholar

   391% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Damien Jaime, Joyce El Haddad, and Pascal Poizat:
   Navigating and Exploring Software Dependency Graphs Using Goblin.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   21 cites at Semantic Scholar

   348% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Ramtin Ehsani, Sakshi Pathak, and Preetha Chatterjee:
   Towards Detecting Prompt Knowledge Gaps for Improved LLM-Guided Issue Resolution.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Navid Bin Hasan, Md. Ashraful Islam, Junaed Younus Khan, Sanjida Senjik, and Anindya Iqbal:
   Automatic High-Level Test Case Generation Using Large Language Models.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Imen Jaoua, Oussama Ben Sghaier, and Houari A. Sahraoui:
   Combining Large Language Models with Static Analyzers for Code Review Generation.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   17 cites at Semantic Scholar

   263% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Chunhua Liu, Hong Yi Lin, and Patanamon Thongtanunam:
   Too Noisy To Learn: Enhancing Data Quality for Code Review Comment Generation.
   IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
   

   15 cites at Semantic Scholar

   220% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Piotr Przymus and Thomas Durieux:
    Wolves in the Repository: A Software Engineering Analysis of the XZ Utils Supply Chain Attack.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Oussama Ben Sghaier, Martin Weyssow, and Houari A. Sahraoui:
    Harnessing Large Language Models for Curated Code Reviews.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    13 cites at Semantic Scholar

    177% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Ziyang Ye, Triet Huynh Minh Le, and M. Ali Babar:
    LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    12 cites at Semantic Scholar

    156% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Negar Alizadeh, Boris Belchev, Nishant Saurabh, Patricia Kelbert, and Fernando Castor:
    Language Models in Software Development Tasks: An Experimental Analysis of Energy and Accuracy.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    10 cites at Semantic Scholar

    113% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Dingbang Wang, Zhaoxu Zhang, Sidong Feng, William G. J. Halfond, and Tingting Yu:
    An Empirical Study on Leveraging Images in Automated Bug Report Reproduction.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    9 cites at Semantic Scholar

    92% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Ahmed Adnan, Antu Saha, and Oscar Chaparro:
    SPRINT: An Assistant for Issue Report Management.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Mohammad Talal Jamil, Shamsa Abid, and Shafay Shamail:
    Can LLMs Generate Higher Quality Code Than Humans? An Empirical Study.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Julien Malka, Stefano Zacchiroli, and Théo Zimmermann:
    Does Functional Package Management Enable Reproducible Builds at Scale? Yes.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Tien Nguyen, Waris Gill, and Muhammad Ali Gulzar:
    Are the Majority of Public Computational Notebooks Pathologically Non-Executable?
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Samuel Abedu, Laurine Menneron, SayedHassan Khatoonabadi, and Emad Shihab:
    RepoChat: An LLM-Powered Chatbot for GitHub Repository Question-Answering.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    7 cites at Semantic Scholar

    49% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Sergio Di Meglio, Luigi Libero Lucio Starace, Valeria Pontillo, Ruben Opdebeeck, Coen De Roover, and Sergio Di Martino:
    E2EGit: A Dataset of End-to-End Web Tests in Open Source Projects.
    IEEE/ACM International Conference on Mining Software Repositories (MSR), 2025
    

    7 cites at Semantic Scholar

    49% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, and Austin Z. Henley:
   Building Your Own Product Copilot: Challenges, Opportunities, and Needs.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   31 cites at Semantic Scholar

   561% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Danning Xie, Byoung-Joo Yoo, Nan Jiang, Mijung Kim, Lin Tan, Xiangyu Zhang, and Judy S. Lee:
   How Effective Are Large Language Models in Generating Software Specifications?
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   29 cites at Semantic Scholar

   518% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Zhi Chen and Lingxiao Jiang:
   Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Louis Milliken, Sungmin Kang, and Shin Yoo:
   Beyond Pip Install: Evaluating LLM Agents for the Automated Installation of Python Projects.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Artur Boronat and Jawad Mustafa:
   MDRE-LLM: A Tool for Analyzing and Applying LLMs in Software Reverse Engineering.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   12 cites at Semantic Scholar

   156% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Andrea Gurioli, Maurizio Gabbrielli, and Stefano Zacchiroli:
   Is This You, LLM? Recognizing AI-Written Programs with Multilingual Code Stylometry.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Henrique Gomes Nunes, Eduardo Figueiredo, Larissa Rocha Soares, Sarah Nadi, Fischer Ferreira, and Geanderson E. dos Santos:
   Evaluating the Effectiveness of LLMs in Fixing Maintainability Issues in Real-World Projects.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   10 cites at Semantic Scholar

   113% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Tomás Cerný, Gabriel Goulis, and Amr S. Abdelfattah:
   Towards Change Impact Analysis in Microservices-Based System Evolution.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Giordano d'Aloisio, Luca Traini, Federica Sarro, and Antinisca Di Marco:
   On the Compression of Language Models for Code: An Empirical Study on CodeBERT.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Hanan Abdulwahab Siala and Kevin Lano:
    Towards Using LLMs in the Reverse Engineering of Software Systems to Object Constraint Language.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Jiaming Zhang, Chang-Ai Sun, Huai Liu, and Sijin Dong:
    Can Large Language Models Discover Metamorphic Relations? A Large-Scale Empirical Study.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Yuqing Wang, Mika V. Mäntylä, Jesse Nyyssölä, Ke Ping, and Liqiang Wang:
    Cross-System Software Log-Based Anomaly Detection Using Meta-Learning.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    7 cites at Semantic Scholar

    49% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Youwei Huang, Sen Fang, Jianwen Li, Bin Hu, Jiachun Tao, and Tao Zhang:
    Deep Smart Contract Intent Detection.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Sushawapak Kancharoendee, Thanat Phichitphanphong, Chanikarn Jongyingyos, Brittany Reid, Raula Gaikovina Kula, Morakot Choetkiertikul, Chaiyong Ragkhitwetsagul, and Thanwadee Sunetnanta:
    On Categorizing Open Source Software Security Vulnerability Reporting Mechanisms on GitHub.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Yue Liu, Chakkrit Tantithamthavorn, and Li Li:
    Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Yongqian Sun, Jiaju Wang, Zhengdan Li, Xiaohui Nie, Minghua Ma, Shenglin Zhang, Yuhe Ji, Lu Zhang, Wen Long, Hengmao Chen, Yongnan Luo, and Dan Pei:
    AIOpsArena: Scenario-Oriented Evaluation and Leaderboard for AIOps Algorithms in Microservices.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Ayberk Yasa, Cemhan Kaan Özaltan, Görkem Ayten, Fatih Kaplama, Ömercan Devran, Baykal Mehmet Uçar, and Eray Tüzün:
    Evaluating ReLink for Traceability Link Recovery in Practice.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Riddhi More and Jeremy S. Bradbury:
    Assessing Data Augmentation-Induced Bias in Training and Testing of Machine Learning Models.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Pengfei He, Shaowei Wang, Shaiful Alam Chowdhury, and Tse-Hsun Chen:
    Evaluating the Effectiveness and Efficiency of Demonstration Retrievers in RAG for Coding Tasks.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Qiaolin Qin, Roozbeh Aghili, Heng Li, and Ettore Merlo:
    Preprocessing Is All You Need: Boosting the Performance of Log Parsers with a General Preprocessing Framework.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI

Research/Technical Papers ⌄

1. 1

   Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, and Austin Z. Henley:
   Building Your Own Product Copilot: Challenges, Opportunities, and Needs.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   31 cites at Semantic Scholar

   561% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Danning Xie, Byoung-Joo Yoo, Nan Jiang, Mijung Kim, Lin Tan, Xiangyu Zhang, and Judy S. Lee:
   How Effective Are Large Language Models in Generating Software Specifications?
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   29 cites at Semantic Scholar

   518% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Zhi Chen and Lingxiao Jiang:
   Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Louis Milliken, Sungmin Kang, and Shin Yoo:
   Beyond Pip Install: Evaluating LLM Agents for the Automated Installation of Python Projects.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   19 cites at Semantic Scholar

   305% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Artur Boronat and Jawad Mustafa:
   MDRE-LLM: A Tool for Analyzing and Applying LLMs in Software Reverse Engineering.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   12 cites at Semantic Scholar

   156% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Andrea Gurioli, Maurizio Gabbrielli, and Stefano Zacchiroli:
   Is This You, LLM? Recognizing AI-Written Programs with Multilingual Code Stylometry.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Henrique Gomes Nunes, Eduardo Figueiredo, Larissa Rocha Soares, Sarah Nadi, Fischer Ferreira, and Geanderson E. dos Santos:
   Evaluating the Effectiveness of LLMs in Fixing Maintainability Issues in Real-World Projects.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   10 cites at Semantic Scholar

   113% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Tomás Cerný, Gabriel Goulis, and Amr S. Abdelfattah:
   Towards Change Impact Analysis in Microservices-Based System Evolution.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Giordano d'Aloisio, Luca Traini, Federica Sarro, and Antinisca Di Marco:
   On the Compression of Language Models for Code: An Empirical Study on CodeBERT.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Hanan Abdulwahab Siala and Kevin Lano:
    Towards Using LLMs in the Reverse Engineering of Software Systems to Object Constraint Language.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Jiaming Zhang, Chang-Ai Sun, Huai Liu, and Sijin Dong:
    Can Large Language Models Discover Metamorphic Relations? A Large-Scale Empirical Study.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    8 cites at Semantic Scholar

    71% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Yuqing Wang, Mika V. Mäntylä, Jesse Nyyssölä, Ke Ping, and Liqiang Wang:
    Cross-System Software Log-Based Anomaly Detection Using Meta-Learning.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    7 cites at Semantic Scholar

    49% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Youwei Huang, Sen Fang, Jianwen Li, Bin Hu, Jiachun Tao, and Tao Zhang:
    Deep Smart Contract Intent Detection.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Sushawapak Kancharoendee, Thanat Phichitphanphong, Chanikarn Jongyingyos, Brittany Reid, Raula Gaikovina Kula, Morakot Choetkiertikul, Chaiyong Ragkhitwetsagul, and Thanwadee Sunetnanta:
    On Categorizing Open Source Software Security Vulnerability Reporting Mechanisms on GitHub.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Yue Liu, Chakkrit Tantithamthavorn, and Li Li:
    Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Yongqian Sun, Jiaju Wang, Zhengdan Li, Xiaohui Nie, Minghua Ma, Shenglin Zhang, Yuhe Ji, Lu Zhang, Wen Long, Hengmao Chen, Yongnan Luo, and Dan Pei:
    AIOpsArena: Scenario-Oriented Evaluation and Leaderboard for AIOps Algorithms in Microservices.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Ayberk Yasa, Cemhan Kaan Özaltan, Görkem Ayten, Fatih Kaplama, Ömercan Devran, Baykal Mehmet Uçar, and Eray Tüzün:
    Evaluating ReLink for Traceability Link Recovery in Practice.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Pengfei He, Shaowei Wang, Shaiful Alam Chowdhury, and Tse-Hsun Chen:
    Evaluating the Effectiveness and Efficiency of Demonstration Retrievers in RAG for Coding Tasks.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Qiaolin Qin, Roozbeh Aghili, Heng Li, and Ettore Merlo:
    Preprocessing Is All You Need: Boosting the Performance of Log Parsers with a General Preprocessing Framework.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Iman Saberi, Amirreza Esmaeili, Fatemeh Hendijani Fard, and Fuxiang Chen:
    AdvFusion: Adapter-Based Knowledge Transfer for Code Summarization on Code Language Models.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI

Companion ⌄

1. 1

   Riddhi More and Jeremy S. Bradbury:
   Assessing Data Augmentation-Induced Bias in Training and Testing of Machine Learning Models.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   6 cites at Semantic Scholar

   28% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Tosin Fadahunsi, Giordano d'Aloisio, Antinisca Di Marco, and Federica Sarro:
   How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Khushdeep Kaur, Dongchan Kim, Ainaz Jamshidi, and Lei Zhang:
   Identifying Flaky Tests in Quantum Code: A Machine Learning Approach.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Bhagya Chembakottu and Martin P. Robillard:
   Usability of Static Application Security Testing Workflows.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Giacomo Ibba, Gavina Baralla, and Giuseppe Destefanis:
   Large Language Models for Synthetic Dataset Generation: A Case Study on Ethereum Smart Contract DoS Vulnerabilities.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Shawal Khalid, Huayu Liang, and Chris Brown:
   Decoding the Influence: Analyzing the Impact of Crypto Signals on Software Repositories.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Matheus de Morais Leça and Ronnie de Souza Santos:
   Towards User-Focused Cross-Domain Testing: Disentangling Accessibility, Usability, and Fairness.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Antonio Della Porta, Gilberto Recupito, Stefano Lambiase, Dario Di Nucci, and Fabio Palomba:
   Unlocking Code Simplicity: The Role of Prompt Patterns in Managing LLM Code Complexity.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Alexis Butler, Daniel O'Keeffe, and Santanu Kumar Dash:
   Links Between Package Popularity, Criticality, and Security in Software Ecosystems.
   IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
   

   1 cites at Semantic Scholar

   -79% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Zhiyang Chen, Jan Gorzny, and Martin Derka:
    Instrumenting Transaction Trace Properties in Smart Contracts: Extending EVM for Real-Time Security.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Assoumer Redempta Manzi Muneza, Aidan Keefe, Eric O'Donoghue, Clemente Izurieta, and Ann Marie Reinhold:
    SBOM Generation Tools and Formats Affect Compliance with US Standard.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Kessia Nepomuceno and Fábio Petrillo:
    Towards Fairness in AI: A Systematic Mapping Study on Software Engineering Solutions.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, and Fabio Palomba:
    Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Rafiqul Rabin, Sean McGregor, and Nick Judd:
    Malicious and Unintentional Disclosure Risks in Large Language Models for Code Generation.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Miguel Romero-Arjona, José Antonio Parejo, Juan C. Alonso, Ana Belén Sánchez, Aitor Arrieta, and Sergio Segura:
    AI-Driven Fairness Testing of Large Language Models: A Preliminary Study.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, and Vladyslav Bulhakov:
    Addressing Popularity Bias in Third-Party Library Recommendations Using LLMs.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Huynh Khanh Vi Tran Blekinge:
    Towards Reliable Eager Test Detection: Practitioner Validation and a Tool Prototype.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Farzaneh Dehghani, Pedro V. V. Paiva, Nikita Malik, Joanna Lin, Sayeh Bayat, and Mariana P. Bento:
    Navigating Fairness in Healthcare: A Comparative Analysis of Single-Stage and Multi-Stage Bias Mitigation Strategies.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Torge Hinrichs, Tim Diercks, and Riccardo Scandariato:
    Impact of Identifier Normalization on Vulnerability Detection Techniques.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Kerstin Jacob and Gerald Lüttgen:
    Recovering Test-To-Code Trace Links via Program Mutation.
    IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): Companion, 2025
    

    0 cites at Semantic Scholar

    -100% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Ravin Ravi, Dylan Bradshaw, Stefano Ruberto, Gunel Jahangirova, and Valerio Terragni:
   LLMLOOP: Improving LLM-Generated Code and Tests Through Automated Iterative Feedback Loops.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   13 cites at Semantic Scholar

   177% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Feng Luo, Kexing Ji, Cuiyun Gao, Shuzheng Gao, Jia Feng, Kui Liu, Xin Xia, and Michael R. Lyu:
   Integrating Rules and Semantics for LLM-Based C-to-Rust Translation.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   12 cites at Semantic Scholar

   156% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Steven Cho, Stefano Ruberto, and Valerio Terragni:
   Metamorphic Testing of Large Language Models for Natural Language Processing.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   10 cites at Semantic Scholar

   113% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Taher A. Ghaleb and Dulina Rathnayake:
   Can LLMs Write CI? A Study on Automatic Generation of GitHub Actions Configurations.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   10 cites at Semantic Scholar

   113% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Altaf Allah Abbassi, Léuson M. P. da Silva, Amin Nikanjam, and Foutse Khomh:
   A Taxonomy of Inefficiencies in LLM-Generated Python Code.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Jens Dietrich, Tim White, Behnaz Hassanshahi, and Paddy Krishnan:
   Levels of Binary Equivalence for the Comparison of Binaries from Alternative Builds.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   8 cites at Semantic Scholar

   71% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Saima Afrin, Bowen Xu, and Antonio Mastropaolo:
   Is Quantization a Deal-Breaker? Empirical Insights From Large Code Models.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   7 cites at Semantic Scholar

   49% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Wannita Takerngsaksiri, Chakkrit Tantithamthavorn, Michael Fu, Jirat Pasuksmit, Kun Chen, and Ming Wu:
   Code Readability in the Age of Large Language Models: An Industrial Case Study from Atlassian.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   7 cites at Semantic Scholar

   49% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Peerachai Banyongrakkul, Mansooreh Zahedi, Patanamon Thongtanunam, Christoph Treude, and Haoyu Gao:
   From Release to Adoption: Challenges in Reusing Pre-Trained Ai Models for Downstream Developers.
   IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
   

   6 cites at Semantic Scholar

   28% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Nitika Chopra and Taher A. Ghaleb:
    From First Use to Final Commit: Studying the Evolution of Multi-CI Service Adoption.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Wentong Tian, Yuanzhang Lin, Xiang Gao, and Hailong Sun:
    Enhanced Vulnerability Localization: Harmonizing Task-Specific Tuning and General LLM Prompting.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Shweta Ramesh, Joy Bose, Hamender Singh, A K. Raghavan, Sujoy Roy Chowdhury, Giriprasad Sridhara, Nishrith Saini, and Ricardo Britto:
    Automated Code Review Using Large Language Models at Ericsson: An Experience Report.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, and Jiajia Ma:
    SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Sarmad Bashir, Alessio Ferrari, Abbas Khan, Per Erik Strandberg, Zulqarnain Haider, Mehrdad Saadatmand, and Markus Bohlin:
    Requirements Ambiguity Detection and Explanation with LLMS: An Industrial Study.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Catherine Tony, Emanuele Iannone, and Riccardo Scandariato:
    Retrieve, Refine, or Both? Using Task-Specific Guidelines for Secure Python Code Generation.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Zezhou Yang, Ting Peng, Cuiyun Gao, Chaozheng Wang, Hailiang Huang, and Yuetang Deng:
    A Deep Dive into Retrieval-Augmented Generation for Code Completion: Experience on WeChat.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Ajmain Inqiad Alam, Palash Ranjan Roy, Farouq Al-Omari, Chanchal K. Roy, Banani Roy, and Kevin A. Schneider:
    Are Classical Clone Detectors Good Enough for the AI Era?
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Abhiram Bellur, Fraol Batole, Mohammed Raihan Ullah, Malinda Dilhara, Yaroslav Zharov, Timofey Bryksin, Kai Ishikawa, Haifeng Chen, Masaharu Morimoto, Takeo Hosomi, Tien N. Nguyen, Hridesh Rajan, Nikolaos Tsantalis, and Danny Dig:
    Together We Are Better: LLM, IDE and Semantic Embedding to Assist Move Method Refactoring.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Kosei Horikawa, Yutaro Kashiwa, Bin Lin, Kenji Fujiwara, and Hajimu Iida:
    How Does Test Code Differ from Production Code in Terms of Refactoring? An Empirical Study.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Ergün Batuhan Kaynak, Mayasah Lami, Sahand Moslemi, and Anil Koyuncu:
    LLMShot: Reducing Snapshot Testing Maintenance via LLMs.
    IEEE International Conference on Software Maintenance and Evolution (ICSME), 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Domenico Cotroneo, Cristina Improta, and Pietro Liguori:
   Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   20 cites at Semantic Scholar

   327% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Weijie Hong, Yifan Wu, Lingzhe Zhang, Chiming Duan, Pei Xiao, Minghua He, Xixuan Yang, and Ying Li:
   CSLParser: A Collaborative Framework Using Small and Large Language Models for Log Parsing.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   8 cites at Semantic Scholar

   71% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Andrea Arcuri, Omur Sahin, and Man Zhang:
   Fuzzing for Detecting Access Policy Violations in REST APIs.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Tianyu Cui, Ruowei Fu, Changchang Liu, Yuhe Ji, Wenwei Gu, Shenglin Zhang, Yongqian Sun, and Dan Pei:
   AetherLog: Log-Based Root Cause Analysis by Integrating Large Language Models with Knowledge Graphs.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Elena Masserini, Diego Clerissi, Daniela Micucci, João R. Campos, and Leonardo Mariani:
   Towards the Assessment of Task-Based Chatbots: From the TOFU-R Snapshot to the BRASATO Curated Dataset.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   4 cites at Semantic Scholar

   -15% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Xiaohui Nie, Hang Cui, Changhua Pei, Haotian Si, Ke Xiang, Jingjing Li, Yanbiao Li, Gaogang Xie, and Dan Pei:
   DeST: An Unsupervised Decoupled Spatio-Temporal Framework for Microservice Incident Management.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Haoran Yan, Yinfang Chen, Minghua Ma, Ming Wen, Shan Lu, Shenglin Zhang, Tianyin Xu, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Chaoyun Zhang, and Dongmei Zhang:
   An Empirical Study of Production Incidents in Generative AI Cloud Services.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   3 cites at Semantic Scholar

   -36% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Chao Ni, Xiaoya Wang, Xin Yin, Liushan Chen, and Guojun Ma:
   A Cascaded Pipeline for Self-Directed, Model-Agnostic Unit Test Generation via LLMs.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Feifei Niu, Junqian Shao, Christoph Mayr-Dorn, Liguo Huang, Wesley K. G. Assunção, Chuanyi Li, Jidong Ge, and Alexander Egyed:
   Refactoring ≠ Bug-Inducing: Improving Defect Prediction with Code Change Tactics Analysis.
   IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
   

   2 cites at Semantic Scholar

   -57% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Guangdong You, Shuncheng Tang, Jixiang Zhou, Hezhen Liu, Junfang Jiang, Yan-Fu Li, and Yinxing Xue:
    LOFT: An LLM-Enhanced Multi-Objective Search Framework for Fault Injection Testing of Autonomous Driving Systems.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Shenglin Zhang, Xiaoyu Feng, Runzhou Wang, Minghua Ma, Wenwei Gu, Yongqian Sun, Zedong Jia, Jinrui Sun, and Dan Pei:
    Too Many Cooks: Assessing the Need for Multi-Source Data in Microservice Failure Diagnosis.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    2 cites at Semantic Scholar

    -57% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    José Wilson Vieira Flauzino, Marco Vieira, and Elias P. Duarte:
    Robustness Assessment of the Open vSwitch Kernel Module.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Bruno Guindani, Matteo Camilli, Livia Lestingi, and Marcello Maria Bersani:
    Detecting Dependability Failures in Healthcare Scenarios via Digital Shadows.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Yuyao Huang, Fei Kang, Hui Shu, and Guoyu Huo:
    MALPRE: Malware Protocol Reverse Engineering Through Code Slicing and Agentic Workflow.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Jiapeng Li, Zheng Zheng, Yuning Xing, Daixu Ren, Steven Cho, and Valerio Terragni:
    MDPMorph: An MDP-Based Metamorphic Testing Framework for Deep Reinforcement Learning Agents.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Xuan Meng, Danjun Liu, Xu Zhou, Peihong Lin, Chenyifan Liu, Lei Zhou, Wei Xie, Baosheng Wang, and Peng Wang:
    SimFuzz: Conflict-Aware Parallel Fuzzing via Incremental Path Similarity Clustering.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Rodrigo Pato Nogueira, Marco Vieira, and João R. Campos:
    Beyond Functional Correctness: An Empirical Evaluation of Large Language Models for Text-to-Code Generation.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Yongqian Sun, Xijie Pan, Xiao Xiong, Lei Tao, Jiaju Wang, Shenglin Zhang, Yuan Yuan, Yuqi Li, and Kunlin Jian:
    ClusterRCA: An End-to-End Approach for Network Fault Localization and Classification for HPC System.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Shenglin Zhang, Yingke Li, Jianjin Tang, Chenyu Zhao, Wenwei Gu, Yongqian Sun, and Dan Pei:
    Integrating GraphSAGE and Mamba for Self-Supervised Spatio-Temporal Fault Detection in Microservice Systems.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Xinlong Zhao, Tong Jia, Minghua He, Ying Li, and Gang Huang:
    ZeroLog: Zero-Label Generalizable Cross-System Log-Based Anomaly Detection.
    IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
    

    1 cites at Semantic Scholar

    -79% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Avishree Khare, Saikat Dutta, Ziyang Li, Alaia Solko-Breslin, Rajeev Alur, and Mayur Naik:
   Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   119 cites at Semantic Scholar

   2438% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Shahin Honarvar, Mark van der Wilk, and Alastair F. Donaldson:
   Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   17 cites at Semantic Scholar

   263% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Azat Abdullin, Pouria Derakhshanfar, and Annibale Panichella:
   Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   14 cites at Semantic Scholar

   199% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Maryam, Matteo Biagiola, Andrea Stocco, and Vincenzo Riccio:
   Benchmarking Generative AI Models for Deep Learning Test Input Generation.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   13 cites at Semantic Scholar

   177% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Suhwan Ji, Sanghwa Lee, Changsup Lee, Yo-Sub Han, and Hyeonseung Im:
   Impact of Large Language Models of Code on Fault Localization.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Shaker Mahmud Khandaker, Fitsum Meshesha Kifetew, Davide Prandi, and Angelo Susi:
   AugmenTest: Enhancing Tests with LLM-Driven Oracles.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Christian Birchler, Stefan Klikovits, Mattia Fazzini, and Sebastiano Panichella:
   ICST Tool Competition 2025 - Self-Driving Car Testing Track.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   10 cites at Semantic Scholar

   113% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Matteo Biagiola, Gianluca Ghislotti, and Paolo Tonella:
   Improving the Readability of Automatically Generated Tests Using Large Language Models.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   8 cites at Semantic Scholar

   71% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Stefano Carlo Lambertenghi, Hannes Leonhard, and Andrea Stocco:
   Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems.
   IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
   

   8 cites at Semantic Scholar

   71% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Riddhi More and Jeremy S. Bradbury:
    An Analysis of LLM Fine-Tuning and Few-Shot Learning for Flaky Test Detection and Classification.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    7 cites at Semantic Scholar

    49% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Andrea Arcuri, Alexander Poth, and Olsi Rrjolli:
    Introducing Black-Box Fuzz Testing for REST APIs in Industry: Challenges and Solutions.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Sergio Di Meglio, Luigi Libero Lucio Starace, and Sergio Di Martino:
    E2E-Loader: A Tool to Generate Performance Tests from End-to-End GUI-Level Tests.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Jeremy S. Bradbury and Riddhi More:
    Addressing Data Leakage in HumanEval Using Combinatorial Test Design.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Ricardo Brancas, Vasco Manquinho, and Ruben Martins:
    Combining Logic and Large Language Models for Assisted Debugging and Repair of ASP Programs.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Negar Hashemi, Amjed Tahir, Shawn Rasheed, August Shi, and Rachel Blagojevic:
    Detecting and Evaluating Order-Dependent Flaky Tests in JavaScript.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Erblin Isaku, Christoph Laaber, Hassan Sartaj, Shaukat Ali, Thomas Schwitalla, and Jan F. Nygård:
    LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Neetha Jambigi, Bartosz Bogacz, Moritz Mueller, Thomas Bach, and Michael Felderer:
    Fault Localization via Fine-Tuning Large Language Models with Mutation Generated Stack Traces.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Sajad Mazraeh Khatiri, Tahereh Zohdinasab, Prasun Saurabh, Dmytro Humeniuk, and Sebastiano Panichella:
    ICST Tool Competition 2025 - UAV Testing Track.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Chengjie Lu, Jiahui Wu, Shaukat Ali, and Mikkel Labori Olsen:
    Assessing the Uncertainty and Robustness of the Laptop Refurbishing Software.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Juan Pablo Sandoval Alcocer, Leonel Merino, Alison Fernandez-Blanco, William Ravelo-Méndez, Camilo Escobar-Velásquez, and Mario Linares-Vásquez:
    A Developer's Guide to Building and Testing Accessible Mobile Apps.
    IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI

1. 1

   Alessandro Giagnorio, Alberto Martin-Lopez, and Gabriele Bavota:
   Enhancing Code Generation for Low-Resource Languages: No Silver Bullet.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   14 cites at Semantic Scholar

   199% above average of year

   Visited: Jun-2026

   Paper: DOI
2. 2

   Benedetta Donato, Leonardo Mariani, Daniela Micucci, and Oliviero Riganelli:
   Studying How Configurations Impact Code Generation in LLMs: The Case of ChatGPT.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   12 cites at Semantic Scholar

   156% above average of year

   Visited: Jun-2026

   Paper: DOI
3. 3

   Yifan Wu, Siyu Yu, and Ying Li:
   Log Parsing Using LLMs with Self-Generated In-Context Learning and Self-Correction.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   11 cites at Semantic Scholar

   135% above average of year

   Visited: Jun-2026

   Paper: DOI
4. 4

   Junayed Mahmud, Antu Saha, Oscar Chaparro, Kevin Moran, and Andrian Marcus:
   Combining Language and App Ui Analysis for the Automated Assessment of Bug Reproduction Steps.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   9 cites at Semantic Scholar

   92% above average of year

   Visited: Jun-2026

   Paper: DOI
5. 5

   Antonio Vitale, Antonio Mastropaolo, Rocco Oliveto, Massimiliano Di Penta, and Simone Scalabrino:
   Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   8 cites at Semantic Scholar

   71% above average of year

   Visited: Jun-2026

   Paper: DOI
6. 6

   Pavlína Wurzel Gonçalves, Pooja Rani, Margaret-Anne D. Storey, Diomidis Spinellis, and Alberto Bacchelli:
   Code Review Comprehension: Reviewing Strategies Seen Through Code Comprehension Theories.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   7 cites at Semantic Scholar

   49% above average of year

   Visited: Jun-2026

   Paper: DOI
7. 7

   Cristina Improta, Rosalia Tufano, Pietro Liguori, Domenico Cotroneo, and Gabriele Bavota:
   Quality In, Quality Out: Investigating Training Data's Role in AI Code Generation.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   7 cites at Semantic Scholar

   49% above average of year

   Visited: Jun-2026

   Paper: DOI
8. 8

   Federica Pepe, Claudia Farkas, Maleknaz Nayebi, Giuliano Antoniol, and Massimiliano Di Penta:
   How Do Papers Make Into Machine Learning Frameworks: A Preliminary Study on Tensorflow.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   6 cites at Semantic Scholar

   28% above average of year

   Visited: Jun-2026

   Paper: DOI
9. 9

   Barbara Russo, Jorge Melegati, and Moritz Mock:
   Leveraging Multi-Task Learning to Improve the Detection of SATD and Vulnerability.
   IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
   

   6 cites at Semantic Scholar

   28% above average of year

   Visited: Jun-2026

   Paper: DOI
10. 10

    Asif Mohammed Samir and Mohammad Masudur Rahman:
    Improved IR-Based Bug Localization with Intelligent Relevance Feedback.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
11. 11

    Pablo Valenzuela-Toledo, Chuyue Wu, Sandro Hernández, Alexander Boll, Roman Machácek, Sebastiano Panichella, and Timo Kehrer:
    Explaining GitHub Actions Failures with Large Language Models: Challenges, Insights, and Limitations.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    6 cites at Semantic Scholar

    28% above average of year

    Visited: Jun-2026

    Paper: DOI
12. 12

    Kang Yang, Xinjun Mao, Shangwen Wang, Yanlin Wang, Tanghaoran Zhang, Bo Lin, Yihao Qin, Zhang Zhang, Yao Lu, and Kamal Al-Sabahi:
    Large Language Models Are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
13. 13

    Sára Juhosová, Andy Zaidman, and Jesper Cockx:
    Pinpointing the Learning Obstacles of an Interactive Theorem Prover.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
14. 14

    Hui Li, Zhen Dong, Siao Wang, Hui Zhang, Liwei Shen, Xin Peng, and Dongdong She:
    Extracting Formal Specifications From Documents Using LLMS for Test Automation.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
15. 15

    Zhengliang Li, Zhiwei Jiang, Qiguo Huang, and Qing Gu:
    LLM-BL: Large Language Models Are Zero-Shot Rankers for Bug Localization.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    5 cites at Semantic Scholar

    7% above average of year

    Visited: Jun-2026

    Paper: DOI
16. 16

    Alyssia Chen, Carol Wong, Bonita Sharif, and Anthony Peruma:
    Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
17. 17

    Natanael Djajadi, Amirhossein Deljouyi, and Andy Zaidman:
    Using Large Language Models to Generate Concise and Understandable Test Case Summaries.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
18. 18

    Alessandro Midolo and Massimiliano Di Penta:
    Automated Refactoring of Non-Idiomatic Python Code: A Differentiated Replication with LLMS.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    4 cites at Semantic Scholar

    -15% above average of year

    Visited: Jun-2026

    Paper: DOI
19. 19

    Jiangnan Huang and Bin Lin:
    Revisiting Security Practices for Github Actions Workflows.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI
20. 20

    Maxime André, Marco Raglianti, Anthony Cleve, and Michele Lanza:
    Understanding Data Access in Microservices Applications Using Interactive Treemaps.
    IEEE/ACM International Conference on Program Comprehension (ICPC), 2025
    

    3 cites at Semantic Scholar

    -36% above average of year

    Visited: Jun-2026

    Paper: DOI