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6 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. From Codebase to Culprit (C2C): Reducing the Search Space for Bugs with Semantic Retrieval and Hierarchical Reinforcement Learning

    Sep 29, 2026Ankur Garg, Corey Yang-Smith, Rishav Rishav +2Bug DetectionBug

    University of Calgary, Canada

  2. E2E-SWE: Benchmarking LLMs on Building Working Codebases from Scratch

    Sep 29, 2026Hantian Ding, Chloe Bi, Jiacheng Zhu +5CodebasesModel Auditing

    Meta Superintelligence Labs

  3. RLX: A Unified Multi-Backend Tensor Compiler and Distributed Runtime in Rust

    Sep 29, 2026Eugene Hauptmann, Nataliya KosmynaDistributed OptimizationCodebases

    Massachusetts Institute of Technology Cambridge, MA, USA

  4. LoLBench: Evaluating Coding Agents with Long-Horizon Proposals on Large Software Systems

    Sep 29, 2026Yun Peng, Zihan Wu, Zeyang Zhuang +6CodebasesCoding Agents

    Fudan University, China · City University of Hong Kong, Hong Kong · Chinese University of Hong Kong, Hong Kong +5

  5. Towards Certificate-Driven Software Porting: A Self-Improving Agentic Harness for Scientific Program Optimization

    Sep 28, 2026Piyush Jha, Aishik Ghosh, Vijay GaneshEvolutionary SearchCode Optimization

    School of Computer Science, Georgia Institute of Technology, USA · School of Physics, Georgia Institute of Technology, USA · Lawrence Berkeley National Laboratory, USA

  6. Between the Commits: Process, Error, and Claim Reliability in a Wholly AI-Authored Codebase

    Sep 24, 2026Douglas LeithAi-Assisted Programming TasksCodebases

    Trinity College Dublin Dublin, Ireland

  7. Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

    Aug 12, 2026Joel AbenhaimCode RefactoringCodebases

    AI Sovereign Labs, Paris, France

  8. CyberForge: Verified Vulnerability Injection at Repository Level for Cybersecurity Agent Training

    Aug 6, 2026Amine Lbath, Manan Suri, Aurelien Delaitre +4Instruction Injection AttacksCodebases

    National Institute of Standards and Technology · Université Grenoble Alpes, CNRS · University of Maryland, College Park

  9. OctoLong: Mid-Training On Cross-Repository Code Contexts Enhances Long-Context Modeling

    Aug 5, 2026Indraneil Paul, Falko Helm, Goran Glavaš +1Efficient Long-Context InferenceCodebases

    UKP Lab & Center for Applied Cybersecurity ATHENE, TU Darmstadt · CAIDAS, University of Würzburg

  10. Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports

    Aug 5, 2026Haobin Li, Ping Deng, Weizhong Qian +4Bug DetectionCoding Agents

    Sichuan University · University of Electronic Science and Technology of China · Independent Researchers

  11. CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation

    Jul 20, 2026Abdelhak Kelious, Chyrine Tahri, Eliot BardetCodebasesDocumentation

    CAPSENS Paris, France

  12. Quantize with Confidence? An Empirical Study of Quantization for Code Generation

    Jul 15, 2026Saima Afrin, Md. Zahidul Haque, Antonio MastropaoloQuantizedCode Generation

    AURA Lab · Department of Computer Science · William & Mary +1

  13. Distributed Attacks in Persistent-State AI Control

    Jul 2, 2026Josh Hills, Ida Caspary, Asa Cooper SticklandArtificial Intelligence ControlEvasion

    1Constellation Astra Fellowship · 2Imperial College London · 3UK AI Security Institute

  14. Steerability via constraints: a substrate for scalable oversight of coding agents

    Jul 2, 2026Thomas WinningerCoding AgentsScalable Oversight

    Télécom SudParis, Évry-Courcouronnes, France · ENS Paris-Saclay, Gif-sur-Yvette, France

  15. Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases

    Jul 1, 2026Yongjian Tang, Ezgi Sarikayak, Doruk Tuncel +2CodebasesCoding Agents

    Siemens AG · Technical University of Munich · Munich, Bayern, Germany +2

  16. Govern the Repository, Not the Agent: Measuring Ecosystem-Level Risk in AI-Native Software

    Jun 26, 2026Daniel RussoRepository-Level Code UnderstandingCodebases

    Department of Computer Science Aalborg University, Copenhagen, Denmark

  17. Recall Before Rerank: Benchmarking Deep Learning Models for Large-Scale Code-to-Code Retrieval

    Jun 24, 2026Leonardo Venuta, Francesco Tosoni, Paolo FerraginaCodebasesCross-Encoder Reranking

    Sant’Anna School of Advanced Studies, Pisa, Italy

  18. Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment

    Jun 23, 2026Ali Pourghasemi Fatideh, Wilder Baldwin, Maria Dhakal +2Multi-Turn Large Language Model ConversationsCodebases

    University of Maine · University of Notre Dame

  19. DeepDiscovery: A Location-Inference Framework for Task-Level Repository Understanding

    Jun 22, 2026Jiawei He, Weisong Sun, Mengyu Shi +4CodebasesModel Discovery

    AMAP, Alibaba Group · Nanyang Technological University · Nanjing University +1

  20. Code Isn't Memory: A Structural Codebase Index Inside a Coding Agent

    Jun 21, 2026Ishaan Bhola, Adithyan Krishnan, Sravanth Kurmala +1CodebasesCoding Agents

    SuperAGI Research

  21. Revelio: Cost-Efficient Agentic Memory Safety Vulnerability Detection For Repository-Scale Codebases

    Jun 20, 2026Yiwei Hou, Hao Wang, Muxi Lyu +6Large Language Model SafetyCodebases

    University of California, Berkeley

  22. JAMER: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines

    Jun 18, 2026Jianwen Sun, Chuanhao Li, Zizhen Li +5Codebases

    1Alaya Studio · 2Nankai University, Tianjin, China · 3Shanghai Innovation Institute, Shanghai, China

  23. Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

    Jun 4, 2026Liliana Hotsko, Yinxi Li, Yuntian Deng +1CodebasesMulti-Lora

    University of Waterloo

  24. AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve

    May 28, 2026Chaitanya Mamatha Ananda, Rajiv Gupta, Mircea Trofin +4Code OptimizationHardware Efficiency

    University of California, Riverside · Google · Google DeepMind

  25. Converted, Not Equivalent: Benchmarking Codebase Conversion via Observational Equivalence

    May 27, 2026Linxin Song, Jiefeng Chen, Yue Huang +5CodebasesPass-Rate Evaluation

    University of Southern California · Google Cloud AI Research · University of Notre Dame +1

  26. Multi-agent Collaboration with State Management

    May 19, 2026Mengyang Liu, Taozhi Chen, Zhenhua Xu +2Codebases

    Shanghai Jiaotong University · Cortices AI · Emory University +1

  27. Offline Reinforcement Learning for Plasma Control in Nuclear Fusion: Codebase and Benchmark

    May 19, 2026Yang Fu, Haomin Bao, Rohit Sonker +4Nuclear FusionOffline Reinforcement Learning

    Central South University · Chongqing University · Carnegie Mellon University +1

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

    May 12, 2026Vladislav SavenkovCodebasesReal-World Dataset

    Fermatix AI

  29. SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution

    May 8, 2026Mohit Raghavendra, Soham Dan, Miguel Romero Calvo +12Swe-Bench VerifiedCoding Agents

    1Scale AI

  30. SmellBench: Evaluating LLM Agents on Architectural Code Smell Repair

    May 7, 2026Ion George Dinu, Marian Cristian Mihăescu, Traian RebedeaCode QualityCodebases

    University of Craiova Craiova, Romania · NVIDIA University Politehnica of Bucharest Bucharest, Romania

  31. BUILD-AND-FIND: An Effort-Aware Protocol for Evaluating Agent-Managed Codebases

    May 7, 2026Jhen-Ke LinRepository-Level Code UnderstandingCodebases

    National Yang Ming Chiao Tung University

  32. CodeEvolve: LLM-Driven Evolutionary Optimization with Runtime-Enriched Target Selection for Multi-Language Code Enhancement

    May 6, 2026Ajay Krishna Borra, Wenzhuo Yang, Samarth Arora +9Code OptimizationCodebases

    Salesforce

  33. ProgramBench: Can Language Models Rebuild Programs From Scratch?

    May 5, 2026John Yang, Kilian Lieret, Jeffrey Ma +9Agentic BenchmarksCodebases

    1Meta FAIR · 4Harvard University · 2Meta TBD +1

  34. FGDM: Reasoning Aware Multi-Agentic Framework for Software Bug Detection using Chain of Thought and Tree of Thought Prompting

    Apr 27, 2026Srita Padmanabhuni, Bhargavi Karuturi, Jerusha Karen Indupalli +2Bug DetectionCodebases

    SRM University, Andhra Pradesh, Amaravati, India · Corresponding Author

  35. Short-Term Gain, Long-Term Fragility: AI Labor Substitution and the Erosion of Sustainable Capability

    Apr 23, 2026Wolfgang RohdeArtificial Intelligence SystemsHuman Agency

    AiSuNe Foundation Research

  36. SpIDER: Spatially Informed Dense Embedding Retrieval for Software Issue Localization

    Dec 18, 2025Shravan Chaudhari, Rahul Thomas Jacob, Jiajun Cao +3CodebasesSyntax

    Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA · Work done while interning at AWS · AWS AI Labs, Seattle, WA, USA

  37. LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery

    Aug 17, 2025Arshia Akhavan, Alireza Hoseinpour, Abbas Heydarnoori +2CommitsCodebases

    Bowling Green State University, Department of Computer Science, Bowling Green, USA · University of Nebraska-Lincoln, School of Computing, Lincoln, USA · University of Zurich, Department of Informatics, Zurich, Switzerland