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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946 papers

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  1. Formalizing Numerical Analysis: An Agent Pipeline and Quality Audit Beyond Kernel Acceptance

    Jun 12, 2026Theodore Meek, Siyuan Ge, Di Qiu Xiang +2AutoformalizationTheorem

  2. Dialogue SWE-Bench: A Benchmark for Dialogue-Driven Coding Agents

    Jun 12, 2026Brendan King, Jeffrey FlaniganCoding AgentsSwe-Bench Verified

  3. Can Post-Training Turn LLMs into Good Medical Coders? An Empirical Study of Generative ICD Coding

    Jun 11, 2026Ziqing Wang, Weihao Li, Shijie Chen +2International Classification Of Disease CodesCode Generation

  4. SEVRA-BENCH: Social Engineering of Vulnerabilities in Review Agents

    Jun 11, 2026Rui Melo, Riccardo Fogliato, Sean Zhou +2Vulnerability Detection & RepairCode Quality

  5. Understanding the Rejection of Fixes Generated by Agentic Pull Requests -- Insights from the AIDev Dataset

    Jun 11, 2026Mahmoud Abujadallah, Ali Arabat, Mohammed SayaghCoding AgentsArtificial Intelligence Agents

  6. Toward Instructions-as-Code: Understanding the Impact of Instruction Files on Agentic Pull Requests

    Jun 11, 2026Ali Arabat, Mohammed SayaghCoding AgentsSoftware Engineering

  7. IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

    Jun 11, 2026Tao Hu, Jiaxin Ai, Licheng Wen +12Computer-Aided DesignIterative Refinement

  8. Mining Architectural Quality Under Agentic AI Adoption: A Causal Study of Java Repositories

    Jun 11, 2026Oliver Aleksander Larsen, Mahyar T. MoghaddamRepositoryCoding Agents

  9. Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents

    Jun 11, 2026Yujun Zhou, Kehan Guo, Haomin Zhuang +8Coding AgentsAgent Memory

  10. No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions

    Jun 11, 2026Xu Yang, Zhizhou Sha, Junbo Li +10Artificial Intelligence ReviewersPeer Review

  11. Structured Testbench Generation for LLM-Driven HDL Design and Verification-Oriented Data Curation

    Jun 11, 2026En-Ming Huang, Yu-Hung Kao, Ren-Hao Deng +10Hardware Description LanguagesFlexible Register Transfer Level Design Automation

  12. MDForge: Agentic Molecular Dynamics Pipeline Design under Sparse Simulator Feedback

    Jun 11, 2026Zehong Wang, Yijun Ma, Connor R. Schmidt +7Molecular DynamicsForge

  13. Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming

    Jun 11, 2026Tingqiang Xu, Hangrui Zhou, Tianle Cai +2Raw Judge OutputsLlm-As-A-Judge

  14. PI-Hunter: Automated Red-Teaming for Exposing and Localizing Prompt Injections

    Jun 10, 2026Pengfei He, Lesly Miculicich, Vishesh Sharma +5Indirect Prompt InjectionRed-Teaming

  15. HybridCodeAuthorship: A Benchmark Dataset for Line-Level Code Authorship Detection

    Jun 10, 2026Luke Patterson, Li Wang, Adam FaulknerCode QualityAuthorship

  16. Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks

    Jun 10, 2026Mengyu Zheng, Kai Han, Boxun Li +13Swe-Bench VerifiedCoding Agents

  17. PROJECTMEM: A Local-First, Event-Sourced Memory and Judgment Layer for AI Coding Agents

    Jun 10, 2026Ripon Chandra Malo, Tong QiuCoding AgentsAgent Memory

  18. Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study

    Jun 10, 2026Guangzong Cai, Ruiyin Li, Peng Liang +2Code QualityTaxonomy

  19. Exploration Structure in LLM Agents for Multi-File Change Localization

    Jun 10, 2026Akeela Darryl Fattha, Kia Ying Chua, Lingxiao Jiang +1CommitsLarge Language Model Agents

  20. Characterizing Software Aging in GPU-Based LLM Serving Systems

    Jun 10, 2026Domenico Cotroneo, Bojan CukicLarge Language Model ServingSoftware

  21. Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code

    Jun 10, 2026Yitong Zhang, Shiteng Lu, Jia LiLarge Language Model JailbreaksJailbreak Evaluations

  22. CODEBLOCK: Learning to Supervise Code at the Right Granularity

    Jun 10, 2026Zhijie Deng, Ling Li, Jinlong Pang +4Code GenerationCodebooks

  23. MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning

    Jun 10, 2026Abdelrahman Abdallah, AbdelRahim A. Elmadany, Sameh Al Natour +3Coding AgentsMulti-Agent Debate

  24. AI Coding Agents in Social Science: Methodologically Diverse, Empirically Consistent, Interpretively Vulnerable

    Jun 9, 2026Meysam Alizadeh, Fabrizio Gilardi, Mohsen Mosleh +1Computational Social ScienceMethodology

  25. AI Coding Agents Can Reproduce Social Science Findings

    Jun 9, 2026Meysam Alizadeh, Mohsen Mosleh, Fabrizio Gilardi +2Coding AgentsReproducibility

  26. Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages

    Jun 9, 2026Aman Sharma, Sushrut Thorat, Paras ChopraCoding AgentsAgentic Benchmarks

  27. Self-Distillation Policy Optimization via Visual Feedback: Bridging Code and Visual Artifacts

    Jun 9, 2026Haoyu DongCode GenerationGroup Relative Policy Optimization

  28. FASE: Fast Adaptive Semantic Entropy for Code Quality

    Jun 8, 2026Shizhe Lin, Ladan TahvildariCode Quality

  29. Auto-Configuring Scientific Simulators with Lightweight Coding-Agent Adapters

    Jun 8, 2026Matthew Ho, Brian Liu, Jixuan Chen +2Coding AgentsMulti-Agent Simulations

  30. Code Is More Than Text: Uncertainty Estimation for Code Generation

    Jun 8, 2026Yuling Shi, Caiqi Zhang, Yuexian Li +4Code GenerationLarge Language Model Uncertainty

  31. Multi-task LLMs for Bug Classification: Efficient Inference with Auxiliary Decoding Heads

    Jun 8, 2026Nikolai RozanovBugCode Generation

  32. Claude Code-Driving Scenario Mining for the Argoverse 2 Challenge

    Jun 8, 2026Wei Deng, Caoshengzhe Xue, Shuaikun Liu +3Code GenerationWorkflow Generation

  33. Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts

    Jun 8, 2026Xu Li, Hanzhe Tu, Xun HanIdeasGraph-Based Retrieval Augmented Generation

  34. Context Rot in AI-Assisted Software Development: Repurposing Documentation Consistency for AI Configuration Artifacts

    Jun 8, 2026Christoph Treude, Sebastian BaltesDocumentationSoftware Engineering

  35. Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs

    Jun 7, 2026Sayed Erfan ArefinCode GenerationLlm-As-A-Judge

  36. AI-Augmented Closed-Loop Quality Engineering: A Reference Architecture for Continuous Software Quality Intelligence

    Jun 7, 2026Dimple BajajSoftwareCode Quality

  37. Structuring agentic AI for HPC code modernization

    Jun 7, 2026Anthony Marinov, Igor SfiligoiHigh-Performance ComputingCoding Agents

  38. Lost in the Flow with Code Talkers: Unveiling the Instruction-Tuning Tax of Large Language Models in Code Tasks

    Jun 7, 2026Shi Ying Chang, Chiok Yew Ho, Yichen Li +1Instruction TuningInstruction-Tuned Models

  39. Projecting the Emerging Mindset of SWE Agent by Launching a Wild Code Understanding Journey

    Jun 7, 2026Zhengyi Zhuo, Yan LiuRepository-Level Code UnderstandingCoding Agents

  40. Impacts of Histories and Models on LLM Grading: A Study in Advanced Software Engineering Courses

    Jun 7, 2026Qilin Zhou, Zhuo Wang, Yue Li +1GradingSoftware Engineering

  41. Strained Coherence: A Pre-Failure Signal in Coding Agent Execution Trajectories

    Jun 5, 2026Marut Pandya, Kasey Zhang, Baiqing LyuCoding AgentsEarly Failure Prediction

  42. Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

    Jun 5, 2026Chuan Xiao, Zhengbo Jiao, Shaobo Wang +5Self-Evolving AgentsCoding Agents

  43. Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests

    Jun 5, 2026Thanawat Lodkaew, Johannes Ackermann, Soichiro Nishimori +3Coding AgentsAgentic Evaluations

  44. SWE-Explore: Benchmarking How Coding Agents Explore Repositories

    Jun 5, 2026Shaoqiu Zhang, Yuhang Wang, Jialiang Liang +8Repository-Level Code UnderstandingCoding Agents

  45. LLM Agent-Assisted Reverse Engineering with Quantitative Readability Metrics

    Jun 5, 2026Neil Archibald, Ruben ThijssenReverse EngineeringDisassembly

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

    Jun 4, 2026Liliana Hotsko, Yinxi Li, Yuntian Deng +1CodebasesLow-Rank Adaptation Adapters

  47. Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill

    Jun 4, 2026Mehmet IscanCode GenerationRaw Judge Outputs

  48. AI-Driven Test Case Generation from Natural Language Requirements: A Survey of Techniques and Research Gaps

    Jun 4, 2026Orimoloye Folorunsho, Hassan RezaTest GenerationNatural Language Queries

  49. Asuka-Bench: Benchmarking Code Agents on Underspecified User Intent and Multi-Round Refinement

    Jun 4, 2026Xin Wang, Liangtai Sun, Yaoming Zhu +8Code GenerationFeedback Learning

  50. Human Oversight and Overload: Two Hidden and Costly Burdens of AI-Assisted Software Engineering

    Jun 4, 2026Vahid GarousiSoftware EngineeringAi-Ran

  51. Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation

    Jun 4, 2026Mohammad Zare, Omid AbdolrahmaniAi-RanCode Generation

  52. When Surface Form Changes Moderation Decisions: A Paired Study of Code-Mixed Workflow Instability

    Jun 4, 2026Suraj Babu Thimma Krishnaram, Yibo Hu, Karthikeyan SaravananContent ModerationCode Quality

  53. Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage?

    Jun 4, 2026Jingheng Ye, Huiqi Zou, Simon Yu +1SabotageCoding Agents

  54. Enhancing Software Engineering Through Closed-Loop Memory Optimization

    Jun 4, 2026Xuehang Guo, Zora Zhiruo Wang, Qingyun Wang +2Software EngineeringSoftware

  55. Agentic Software: How AI Agents Are Restructuring the Software Paradigm

    Jun 4, 2026Zhenfeng CaoSoftware EngineeringAgentic Systems

  56. TensorBench: Benchmarking Coding Agents on a Compiler-Based Tensor Framework

    Jun 4, 2026Bobby Yan, Fredrik KjolstadAgentic BenchmarksCoding Agents

  57. SciVisAgentSkills: Design and Evaluation of Agent Skills for Scientific Data Analysis and Visualization

    Jun 4, 2026Kuangshi Ai, Haichao Miao, Kaiyuan Tang +2Reusable Agent SkillsCoding Agents

  58. Willing but Unable: Separating Refusal from Capability in Code LLMs via Abliteration

    Jun 3, 2026Cristina Carleo, Pietro Liguori, Naghmeh Ivaki +1Vulnerable CodeVulnerability Detection & Repair

  59. Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents

    Jun 3, 2026Shipi Dhanorkar, Samir Passi, Mihaela VorvoreanuScalable OversightCoding Agents

  60. From Attack Simulation to SIEM Rule: Deterministic Detection-as-Code Synthesis with Probe-Level Traceability

    Jun 3, 2026Alexandre Cristovão MaioranoCode Quality