- A Single LLM Is an Incomplete Code Reviewer: Evidence that Independent Review by Multiple LLM Families Recovers Code Defects Any One Model Misses
2026/07/13 by Tony Stone · 1 voice
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Authorship Attribution and Profiling
- A Measurement Study on the Adoption of Pledges and Unveils in the OpenBSD Operating System
2026/03/17 by Jukka Ruohonen, Krzysztof Sierszecki, Abhishek Tiwari · 5 voices
Computer Science · #Digital Rights Management and Security #Software Engineering Research #Software System Performance and Reliability
- CoTDeceptor:Adversarial Code Obfuscation Against CoT-Enhanced LLM Code Agents
2025/12/24 by Haoyang Li, Mingjin Li, Li, Haoyang +13 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Software Engineering Research #Adversarial Robustness in Machine Learning
- Toward Training Superintelligent Software Agents through Self-Play SWE-RL
2025/12/21 by Yuxiang Wei, Zhiqing Sun, Wei, Yuxiang +15 · 4 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering (cs.SE) #Software Engineering Research #cs.AI #cs.CL #cs.LG #cs.SE
- A survey of generative AI adoption and perceived productivity among scientists who program
2025/12/22 by Gabrielle O'Brien, A. H. Parker, O'Brien, Gabrielle +5 · 1 citation
Computer Science · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios
2025/12/20 by Tue Le, Thai, Minh V. T., Minh V. T. Thai +7 · 1 voice · 2 citations
Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #cs.AI #cs.MA #cs.SE
- Toxicity Ahead: Forecasting Conversational Derailment on GitHub
2025/12/17 by Imran, Mia Mohammad, Zita, Robert, Rahman, Rahat Rizvi +2 · 1 citation
Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections
2025/12/16 by Lauffer, Niklas, Deng, Xiang, Kundurthy, Srivatsa +2 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering Research
- The Double Life of Code World Models: Provably Unmasking Malicious Behavior Through Execution Traces
2025/12/15 by Subramanyam Sahoo, Sahoo, Subramanyam, Junkin, Jared · 7 voices
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Engineering Research
- NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
2025/12/14 by Ding, Jingzhe, Calton Pu, Long, Shengda +86 · 2 citations
Computer Science · Decision Sciences · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering Research
- Secure or Suspect? Investigating Package Hallucinations of Shell Command in Original and Quantized LLMs
2025/12/09 by Haque, Md Nazmul, Lin, Elizabeth, Arkoh, Lawrence +2 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE) #Software Engineering Research
- Bootstrapping Fuzzers for Compilers of Low-Resource Language Dialects Using Language Models
2025/12/05 by Sairam Vaidya, Vaidya, Sairam, Marcel Böhme +4 · 1 voice
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #cs.LG #cs.PL #cs.SE
- Solving LLM Repetition Problem in Production: A Comprehensive Study of Multiple Solutions
2025/12/04 by Wang, Weiwei, Zou, Weijie, Min, Jiyong · 1 citation
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Software Engineering Research #Software System Performance and Reliability
- Log Probability Tracking of LLM APIs
2025/12/03 by Timothée Chauvin, Erwan Le Merrer, Chauvin, Timothée +5 · 1 citation
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- The 4/δ Bound: Designing Predictable LLM-Verifier Systems for Formal Method Guarantee
2025/11/30 by Pierre Dantas, PIerre Dantas, Dantas, PIerre +7 · 8 voices
Computer Science · #Software Engineering Research #Security and Verification in Computing #Software Testing and Debugging Techniques
- Large Language Models for Software Engineering: A Reproducibility Crisis
2025/11/29 by Mohammed Latif Siddiq, Siddiq, Mohammed Latif, Arvin Islam-Gomes +5 · 2 citations
Decision Sciences · Computer Science · Materials Science · #Scientific Computing and Data Management #Software Engineering Research #Machine Learning in Materials Science
- EvilGenie: A Reward Hacking Benchmark
2025/11/26 by Jonathan Gabor, Gabor, Jonathan, Jayson Lynch +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #I.2.7 #Logic, programming, and type systems #Machine Learning (cs.LG) #Software Engineering Research #Software Testing and Debugging Techniques
- From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
2025/11/23 by Jian Yang, Yang, Jian, Xianglong Liu +143 · 7 voices · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
- Natural Emergent Misalignment from Reward Hacking in Production RL
2025/11/23 by MacDiarmid, Monte, Wright, Benjamin, Uesato, Jonathan +19 · 8 citations
Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Software Engineering Research
- ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
2025/11/18 by Xingwei He, Qianru Zhang, He, Xingwei +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
2025/11/17 by Chunqiu Steven Xia, Zhe Wang, Xia, Chunqiu Steven +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- Beyond Accuracy: Behavioral Dynamics of Agentic Multi-Hunk Repair
2025/11/14 by Noor Nashid, Nashid, Noor, Daniel D. Ding +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Data Provenance as Automatic Differentiation
2025/11/12 by Robert Atkey, Roly Perera, Atkey, Robert +1 · 3 voices
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Programming Languages (cs.PL) #Scientific Computing and Data Management #Software Engineering Research #Software Testing and Debugging Techniques #cs.PL
- Leveraging Large Language Models for Use Case Model Generation from Software Requirements
2025/11/12 by Tobias Eisenreich, Nicholas Friedlaender, Eisenreich, Tobias +3 · 1 citation
Computer Science · #Software Engineering Techniques and Practices #Software Engineering Research #Software System Performance and Reliability
- SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?
2025/11/08 by Ma, Jeffrey Jian, Hashemi, Milad, Yazdanbakhsh, Amir +5 · 2 citations
Computer Science · Decision Sciences · #Software System Performance and Reliability #Scientific Computing and Data Management #Software Engineering Research
- EDIT-Bench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
2025/11/06 by Wayne Chi, Chi, Wayne, Valerie Chen +18 · 3 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Teaching and Learning Programming
- Collaborative Agents for Automated Program Repair in Ruby
2025/11/06 by Nikta Akbarpour, Akbarpour, Nikta, Mahdieh Sadat Benis +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Who's Who? LLM-assisted Software Traceability with Architecture Entity Recognition
2025/11/04 by Fuchß, Dominik, Liu, Haoyu, Corallo, Sophie +4 · 2 citations
Computer Science · #Software Engineering Research #Advanced Software Engineering Methodologies #Software System Performance and Reliability
- Training Proactive and Personalized LLM Agents
2025/11/04 by Weiwei Sun, Xuhui Zhou, Sun, Weiwei +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research #Spreadsheets and End-User Computing
- CodeAlignBench: Assessing Code Generation Models on Developer-Preferred Code Adjustments
2025/10/31 by Forough Mehralian, Mehralian, Forough, Ryan Shar +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
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