AI Software Engineering

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Period ending 2026-09-21

33 new papers

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Period ending 2026-09-14

28 new papers

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Period ending 2026-09-07

37 new papers

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  1. Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports

    May 17, 2026Mahmut Furkan Gon, Emre Dinc, Tevfik Emre Sungur +1BugCode Generation

  2. Rethinking Code Review in the Age of AI: A Vision for Agentic Code Review

    May 17, 2026Hüseyin Özgür Kamalı, Erdem Tuna, Vahid Haratian +1Code QualityArtificial Intelligence Reviewers

  3. SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering

    May 17, 2026Qingnan Ren, Shun Zou, Shiting Huang +11Coding AgentsSoftware

  4. MemRepair: Hierarchical Memory for Agentic Repository-Level Vulnerability Repair

    May 17, 2026Simiao Liu, Li Zhang, Fang Liu +3Vulnerability Detection & RepairRepository-Level Code Understanding

  5. DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents

    May 17, 2026Sirui Hong, Zhijie Liu, Tengfei Li +3Precise DebuggingSoftware

  6. Beyond Execution: Static-Analysis Rewards and Hint-Conditioned Diffusion RL for Code Generation

    May 16, 2026Shuyin Ouyang, Zhaozhi Qian, Faroq AL-Tam +2Code Generation

  7. 1GC-7RC: One Graphic Card -- Seven Research Challenges! How Good Are AI Agents at Doing Your Job?

    May 16, 2026Robin-Nico Kampa, Fabian Deuser, Anna Bößendörfer +2Agentic BenchmarksCoding Agents

  8. Task Abstention for Large Language Models in Code Generation

    May 16, 2026Yanke Zhou, Yuhao Tan, Senrong Xu +4Code GenerationAbstention

  9. Constrained Code Generation with Discrete Diffusion

    May 16, 2026Lize Shao, Michael Cardei, Zichen Xie +2Code GenerationConstraint Satisfaction

  10. XSearch: Explainable Code Search via Concept-to-Code Alignment

    May 15, 2026Yiming Liu, Ruofan Liu, Yun Lin +7Code QualitySearch Algorithms

  11. BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge

    May 15, 2026Sihan Fu, Oucheng Liu, Shiyuan Wang +2RepositoryCp-Agent

  12. SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?

    May 15, 2026Kean Shi, Zihang Li, Tianyi Ma +13Computer-Use AgentsWorkflow Automation and Optimization

  13. Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation

    May 15, 2026Jinuk Kim, Junsoo Byun, Donghwi Hwang +2Test GenerationMock-Interface Synthesis

  14. Syntax Without Semantics: Teaching Large Language Models to Code in an Unseen Language

    May 15, 2026Vinayshekhar Bannihatti Kumar, Disha Makhija, Manoj Ghuhan Arivazhagan +1Code Generation

  15. See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation

    May 15, 2026Yuejia Li, Ke He, Junheng Li +5Visual GenerationCode Generation

  16. Runtime-Structured Task Decomposition for Agentic Coding Systems

    May 14, 2026Shubhi Asthana, Bing Zhang, Chad DeLuca +2Coding AgentsWorkload

  17. Context Pruning for Coding Agents via Multi-Rubric Latent Reasoning

    May 14, 2026Jingjing Wang, Xiwen Chen, Wenhui Zhu +6Coding AgentsEfficient Latent Reasoning

  18. Viverra: Text-to-Code with Guarantees

    May 14, 2026Haoze Wu, Rocky Klopfenstein, Keith Farkas +1Code GenerationSystemverilog Assertions

  19. Do Coding Agents Understand Least-Privilege Authorization?

    May 14, 2026Zheng Yan, Jingxiang Weng, Charles Chen +9AuthorizationCoding Agents

  20. In-IDE Toolkit for Developers of AI-Based Features

    May 14, 2026Yaroslav Sokolov, Yury Khudyakov, Lenar Sharipov +3Artificial Intelligence EvaluationAi-Driven

  21. Given, When, Then, Again: Mining Subscenario Refactoring Candidates in Behaviour-Driven Test Suites with ML Classifiers and LLM-Judge Baselines

    May 14, 2026Ali Hassaan Mughal, Noor Fatima, Muhammad BilalCode RefactoringTest Generation

  22. Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation

    May 14, 2026Suyoung Bae, Jaehoon Lee, Changkyu Choi +2Repository-Level Code UnderstandingDocumentation

  23. Deepchecks: Evaluating Retrieval-Augmented Generation (RAG)

    May 14, 2026Assaf Gerner, Netta Madvil, Nadav Barak +11Large Language Model EvaluationCode Quality

  24. When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context

    May 14, 2026Haojun Weng, Qianqian Yang, Hao Fu +2RepositoryCode Completion

  25. Test-Time Learning with an Evolving Library

    May 14, 2026Weijia Xu, Alessandro Sordoni, Chandan Singh +4Efficient Continual LearningAbstraction

  26. SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades

    May 14, 2026Man Ho Lam, Chaozheng Wang, Hange Liu +5CodebasesCoding Agents

  27. Correctness-Aware Repository Filtering Under Maximum Effective Context Window Constraints

    May 14, 2026Shweta MishraLocal WindowsRepository

  28. Hydra: Efficient, Correct Code Generation via Checkpoint-and-Rollback Support

    May 14, 2026Alexander Du, Jianjun Ou, Danyang Zhuo +1Code GenerationRollback

  29. GenCircuit-RL: Reinforcement Learning from Hierarchical Verification for Genetic Circuit Design

    May 14, 2026Noah FlynnReinforcement Learning With Verifiable RewardVerifiable Rewards

  30. CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing

    May 13, 2026Mingzhi Zhu, Michele Merler, Raju Pavuluri +1Coding Agents

  31. Case Studies and Reflections on Agentic Software Engineering for Rapid Development of Digital Music Instruments

    May 13, 2026Matthew John Yee-KingInstrumentSoftware

  32. PBT-Bench: Benchmarking AI Agents on Property-Based Testing

    May 13, 2026Lucas Jing, Xinqi Wang, Liao Zhang +1Agentic BenchmarksTest Generation

  33. Neurosymbolic Auditing of Natural-Language Software Requirements

    May 13, 2026Bethel Hall, William EiersFormal VerificationNeuro-Symbolic Framework

  34. SkillOps: Managing LLM Agent Skill Libraries as Self-Maintaining Software Ecosystems

    May 13, 2026Hongji Pu, Xinyuan Song, Liang ZhaoLarge Language Model AgentsSkillaudit

  35. HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning

    May 13, 2026Qingyun Zou, Feng Yu, Hongshi Tan +3High-Level SynthesisDeep Reinforcement Learning

  36. Evaluating Memory Condensation Strategies for Coding Agents in Data-Driven Scientific Discovery

    May 13, 2026Renuka Chintalapati, Sid Raskar, Anurag Acharya +3Coding AgentsConsolidation

  37. CA2: Code-Aware Agent for Automated Game Testing

    May 13, 2026Valliappan Chidambaram Adaikkappan, Vincent Martineau, Joshua Romoff +1Test GenerationCoding Agents

  38. The Readability Spectrum: Patterns, Issues, and Prompt Effects in LLM-Generated Code

    May 13, 2026Hengzhi Ye, Fengyuan Ran, Weiwei Xu +1Code Generation

  39. Improving Code Translation with Syntax-Guided and Semantic-aware Preference Optimization

    May 13, 2026Yuhan Wu, Huan Zhang, Wei Cheng +3Code GenerationRobust Preference Optimization

  40. PerfCodeBench: Benchmarking LLMs for System-Level High-Performance Code Optimization

    May 13, 2026Huihao Jing, Wenbin Hu, Shaojin Chen +5Benchmarking Large Language ModelsCode Optimization

  41. Code-Centric Detection of Vulnerability-Fixing Commits: A Unified Benchmark and Empirical Study

    May 13, 2026Nils Loose, Joseph Bienhüls, Kristoffer Hempel +2CommitsCode Quality

  42. Effective Harness Engineering for Algorithm Discovery with Coding Agents

    May 13, 2026Yoichi Ishibashi, Taro Yano, Masafumi OyamadaAgent HarnessAlphaevolve

  43. AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation

    May 13, 2026Priyam Sahoo, Gaurav Mittal, Xiaomin Li +4Swe-Bench VerifiedAgentic Evaluations

  44. Uncertainty Quantification for LLM-based Code Generation

    May 12, 2026Senrong Xu, Yuhao Tan, Yanke Zhou +6Code GenerationLarge Language Model Uncertainty

  45. CIDR: A Large-Scale Industrial Source Code Dataset for Software Engineering Research

    May 12, 2026Vladislav SavenkovRepositoryCode Quality

  46. StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning

    May 12, 2026Hao Wang, Rui Li, Lei Sha +1Code GenerationFew-Step

  47. Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

    May 12, 2026Boyi Deng, Xu Wang, Yaoning Wang +15Mechanistic InterpretabilityModel Activations

  48. AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents

    May 12, 2026Jiarui Jin, Zexuan Yan, Shijian Wang +2Deep ResearchCoding Agents

  49. A Research Agenda on Agents and Software Engineering: Outcomes from the Rio A2SE Seminar

    May 12, 2026Davide Taibi, Henry Muccini, Karthik Vaidhyanathan +15Software EngineeringCrowdsourced Framework

  50. Cochise: A Reference Harness for Autonomous Penetration Testing

    May 12, 2026Andreas Happe, Jürgen CitoPenetration TestingTest Generation

  51. An Empirical Study of Automating Agent Evaluation

    May 12, 2026Kang Zhou, Sangmin Woo, Haibo Ding +14Agentic EvaluationsCoding Agents

  52. Vision2Code: A Multi-Domain Benchmark for Evaluating Image-to-Code Generation

    May 11, 2026Ajay Vikram Periasami, Junlin Wang, Bhuwan DhingraCode GenerationMultimodal Benchmarks

  53. Primal Generation, Dual Judgment: Self-Training from Test-Time Scaling

    May 11, 2026Yizhu Jiao, Ruixiang Zhang, Richard Bai +3Self-TrainingTest-Time Scaling

  54. Comment and Control: Hijacking Agentic Workflows via Context-Grounded Evolution

    May 11, 2026Neil Fendley, Zhengyu Liu, Aonan Guan +2Agentic WorkflowsHijacking

  55. Step Rejection Fine-Tuning: A Practical Distillation Recipe

    May 11, 2026Igor Slinko, Ilia Zavidnyi, Egor Bogomolov +1Swe-Bench VerifiedProgressive Distillation

  56. On Problems of Implicit Context Compression for Software Engineering Agents

    May 11, 2026Kirill Gelvan, Igor Slinko, Felix Steinbauer +3Context LengthSoftware Engineering

  57. DeepLog: A Software Framework for Modular Neurosymbolic AI

    May 11, 2026Robin Manhaeve, Stefano Colamonaco, Vincent Derkinderen +4Neuro-Symbolic FrameworkDeep Learning Framework

  58. Arcane: An Assertion Reduction Framework through Semantic Clustering and MCTS-Guided Rule Exploring

    May 11, 2026Hongqin Lyu, Yonghao Wang, Zhiteng Chao +2Systemverilog AssertionsTest Generation

  59. Instruction Adherence in Coding Agent Configuration Files: A Factorial Study of Four File-Structure Variables

    May 11, 2026Damon McMillanCoding AgentsAdherence

  60. RADAR: Redundancy-Aware Diffusion for Multi-Agent Communication Structure Generation

    May 11, 2026Zhen Zhang, Wanjing Zhou, Juncheng Li +3Multi-Agent SystemsCommunication Efficiency