Automated Code Generation

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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. A First Look at Coding Agents' Compliance with AI Contribution Rules in Open-Source Communities

    Jul 29, 2026Wenhao Yang, Runzhi He, Minghui ZhouRepositoryCoding Agents

  2. RLPF: Reinforcement Learning from Performance Feedback for Code Generation

    Jul 29, 2026Huihao Jing, Haozhe Cui, Wenbin Hu +9AI Code GenerationNatural Language Feedback

  3. From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models

    Jul 29, 2026Seunggeun Kim, Jaeyeon Kim, Taekyun Lee +4Masked Diffusion Language ModelsAutoregressive Language Models

  4. EvoPINN: Agentic Discovery of Executable Algorithms for Physics-Informed Neural Networks

    Jul 29, 2026Peng Yin, Kai Li, Yifan Zhang +1Conventional Physics-Informed Neural NetworksLlm-Driven Code Synthesis

  5. SciDataSailor: Deep Scientific Data Exploring

    Jul 29, 2026Jiyong Rao, Yicheng Qiu, Chi Zhang +2Data Science AgentsAgentic AI Systems

  6. (Im)Paired Programming: Coding Agents Improve Productivity but Harm Understanding

    Jul 29, 2026Nishant Balepur, Connor Baumler, Valerie Chen +3Coding AgentsSoft Prompts

  7. TraceCoder: Explainable and Auditable Code Generation with Position-Key Snippet Versioning

    Jul 28, 2026Rwaida Alssadi, Muntaser Syed, Balaji Kasula +6AI Code GenerationAlgorithm Auditing

  8. GoGoTB: Agentic RTL Verification with Specification-Grounded Coverage Closure

    Jul 28, 2026Xin Xin, Jincheng Lou, Junhui Li +11Formal VerificationRegister Transfer Level

  9. Evaluating VLMs for Autonomous Agent-Driven Geometry Clipping Detection in Video Game QA

    Jul 28, 2026Carlos Celemin, Benedict Wilkins, Adrián Barahona-Ríos +2Video QualityGradient Clipping

  10. How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair

    Jul 28, 2026Ramtin Ehsani, Irene Manotas, Saurabh Pujar +2BugLlm-Driven

  11. Do Context Files Help Coding Agents? A Two-Agent Ablation Study on Real Repositories

    Jul 28, 2026Prakhar KhatriCoding AgentsAblation

  12. ARCHER: Agentic Rule and Compliance Harness for Executable Regulations

    Jul 28, 2026Chiraag Singh Anand, Xue Wen Tan, Lionel Teo +1ComplianceBuilding Information Modeling

  13. SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code

    Jul 28, 2026Narayanaswami Natraj Bharadwaj, Dhivya ChandramouleeswaranVulnerability Detection & RepairCode Quality

  14. RIDGE: An Autonomous Framework for Validation and Method Discovery in LLM-Generated Option Pricing

    Jul 28, 2026Liexin Cheng, Xue Cheng, Shuaiqiang Liu +1Derivative PricingValidity

  15. Learning from 53.6K Real-World Developer Edits of AI-Generated Code

    Jul 27, 2026Jenny T. Liang, Mihika Bairathi, Wayne Chi +3AI Code GenerationCode Completion

  16. Towards an Agent Operating System - Lessons from Classical and Cloud OS

    Jul 27, 2026Gosia Steinder, Hubertus FrankeProduction Agentic SystemsSoftware

  17. Authoring Agent Skills: A Software-Engineering Approach

    Jul 27, 2026Giuseppe DestefanisReusable Agent SkillsAgent Skill Libraries

  18. Evaluating the Impact of Explainable AI on Trust in AI-Assisted Code Review

    Jul 27, 2026Zhenhan Gao, Marvin Muñoz Barón, Umm-e Habiba +2Artificial Intelligence ReviewersExplainable Artificial Intelligence

  19. Generative Artificial Intelligence (GenAI) to convert images of queuing networks into verifiable simulation models: an open-weight LLM workflow approach

    Jul 27, 2026Thomas Monks, Alison Harper, Amy Heather +1AI Code GenerationGenerative Artificial Intelligence

  20. Beyond "What to Retrieve": Uncertainty in Retrieval-Augmented Code Generation

    Jul 27, 2026Chandan Kumar Sah, Li Zhang, Xiaoli LianAI Code GenerationRetrieval-Augmented Generation

  21. Agent Retrieval Bench: Evaluating Repository Context Retrieval for Coding Agents

    Jul 27, 2026Bowen Qin, Yi XieCoding AgentsRetrieval Benchmarks

  22. HELIOS: An LLM-Driven Autonomous Indirect Trajectory Optimization Agent

    Jul 27, 2026An-yi HuangGradient-Based Trajectory OptimizationLlm-Driven

  23. RAG-TESTER: Automated End-to-End Testing of Retrieval-Augmented Large Language Models

    Jul 26, 2026Ange Maiztegi, Jon Ayerdi, Miren Illarramendi +1Retrieval-Augmented GenerationTest Generation

  24. A Few Words Go a Long Way: Language Guided Robot Policy Synthesis

    Jul 26, 2026Daphne Chen, Archit Ritesh Jain, Eric Goossen +4Robot PoliciesScalable Robot Learning

  25. Where Is the Cost of Third-Party API Routers in Agentic Software Development?

    Jul 26, 2026Donghao Fu, Jingxin Li, Xue Jiang +1Coding AgentsAccess

  26. AllocBench: Measuring Online Tool Allocation Capability in LLM Agents

    Jul 25, 2026Daniel Wang, Andrew XuLarge Language Model AgentsQwen3

  27. Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios

    Jul 25, 2026Lixun Ma, Ruolong Ma, Bei Wang +4Large Language Model SafetyVulnerable Code

  28. Adversarial Test-Hardening for AI-Written Code: An Instrument Autopsy and a Pre-Registered Causal Estimate of the Critic Loop

    Jul 25, 2026Jeff OttersonAdversarial EvaluationCode Quality

  29. Agent Team Work Zone: An Automated, Persistent Workspace for Long-Lived Claude Code Agent Teams

    Jul 24, 2026Shouren WangCoding AgentsAgentic Workflows

  30. AssumptionMiner: Extracting, Tracing, and Revising Implicit Assumptions in LLM Code Generation

    Jul 24, 2026Jie "JW" WuAI Code GenerationAssumptions

  31. Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests

    Jul 24, 2026Junda Zhao, Shurui Zhou, Eldan CohenTest GenerationBug

  32. Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study)

    Jul 24, 2026Junda Zhao, Shurui Zhou, Eldan CohenTest GenerationLarge Language Model Evaluation

  33. The Best Programming Language for Tokenmaxxing: An Investigation of Coding Agent Behavior Across Programming Languages

    Jul 24, 2026Zixuan Wu, Carolyn Jane Anderson, Arjun GuhaCoding AgentsLarge Language Model Agents

  34. MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation

    Jul 24, 2026Zhen Zhao, Qihang Yang, Feifei Dai +2AI Code GenerationCode Quality

  35. StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

    Jul 24, 2026Yan Yang, Xiangru Jian, Ziyang Luo +7Computer-Use AgentsDesktop Graphical User Interface Agents

  36. Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning

    Jul 24, 2026Shujin Wu, Cheng Qian, Xiusi Chen +1Self-EvolutionSkill Evolution

  37. How Do AI Coding Agents Contribute to Software Development? an Empirical Study of Agentic Pull Requests

    Jul 23, 2026Iren Mazloomzadeh, Mohammad Mehdi Morovati, Foutse KhomhSoftware EngineeringCoding Agents

  38. From Resource Flow to Executable Tests: Petri-Net-Guided LLM Test Generation for Concurrent Stateful Rust APIs

    Jul 23, 2026Kaiwen Zhang, Guanjun LiuTest GenerationLlm-Driven Code Synthesis

  39. ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders

    Jul 23, 2026Zhongyuan Peng, Dan Huang, Chuyu Zhang +8Coding AgentsAgentic Benchmarks

  40. Enhancing SLMs for Sustainable Code Optimization in Radio-Astronomy

    Jul 23, 2026Elisa Chiarotto, Jingbo Li, P. Chris Broekema +1Code OptimizationAI Code Generation

  41. Delivery, Not Storage: Cue-Anchored Working Memory as a Harness Property for Coding Agents

    Jul 23, 2026Swapnanil SahaAgent MemoryCoding Agents

  42. Transformer-Assisted LLM-Based Source Code Summarisation: to Enable More Secure Software Development

    Jul 23, 2026Jesse Phillips, Tracy Hall, Paul Rayson +1Code QualityAI Code Generation

  43. Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction

    Jul 23, 2026Tencent WorkBuddy Bench Team, Siqi Cai, Shaopeng Chen +35Coding AgentsAgentic Benchmarks

  44. REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning

    Jul 23, 2026Zhensheng Jin, Xin Dai, Zhenghao Liu +5LLM Reasoning MethodsReasoning Trajectory

  45. IssueTrojanBench: Benchmarking AI Coding Agents Against Malicious Issue Requests

    Jul 22, 2026Ankur Singh, Jinqiu Yang, Tse-Hsun ChenCoding AgentsMalicious Instructions

  46. Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa?

    Jul 22, 2026Zuodong Xiang, Yike Zhang, YueMing Zhang +1Code Quality

  47. Learning to Detect UI Principle Violations via Reinforcement Learning

    Jul 22, 2026Nishi Mehta, Swathi Alse, Himani Kumawat +2User Interface DesignAI Code Generation

  48. WaveformQA: Benchmarking LLM Temporal Reasoning on Digital Waveforms

    Jul 22, 2026Yichuan Liu, Daniel Cummings, Nick VadlamudiWaveformsAI Code Generation

  49. Demonstrating GenDB: Instance-Optimized and Customized Query Processing Code Generation via LLM Agents

    Jul 22, 2026Jiale Lao, Immanuel TrummerCode OptimizationAI Code Generation

  50. Nova3D: Code-Native Generation of Programmable 3D Assets

    Jul 22, 2026Nimra Noor, Muhammad Bilal, Abdullah Hussain +13D Assets3D

  51. Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes

    Jul 22, 2026Yuhao Tan, Zhibang Yang, Fangkai Yang +9BugTest Generation

  52. PerfAgent: Profiler-Guided Iterative Refinement for Repository-Level Code Optimization

    Jul 22, 2026Ryan Deng, Yuanzhe Liu, Bastian Lipka +4Repository-Level Code UnderstandingCode Optimization

  53. Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub

    Jul 21, 2026Sahand Saed, Khairul Alam, Banani RoyRobust Federated LearningRepository

  54. CodeRescue: Budget-Calibrated Recovery Routing for Coding Agents

    Jul 21, 2026Qijia He, Jiayi Cheng, Chenqian Le +8Coding AgentsRetrying

  55. They'll Verify. They Just Won't Act. How Authority Framing and Laundered Code Turn a Trusted Agentic CI/CD Pipeline Into an Attack Surface

    Jul 21, 2026Yohann SidotUntrusted InputCode Quality

  56. SciCodePile: A 128GB Corpus and Executable Benchmark for Challenging Scientific Code Generation

    Jul 21, 2026Weifeng Sun, Ye Fan, Yuchen Chen +6AI Code GenerationLarge Language Model Benchmarks

  57. Spaghetti Architect: A Contamination-Resistant, By-Construction-Labelled, Multi-Language Code Dataset Generator

    Jul 21, 2026Yuxiang JiAI Code GenerationLadder

  58. CORVUS: Context Optimization and Reduction Via Underlying Synchronization for LLM Coding Agents

    Jul 20, 2026Mingwei Zheng, David OBrien, Siwei Cui +4Coding AgentsMemory-Augmented Large Language Models

  59. SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

    Jul 20, 2026Yuhang Wang, Yuling Shi, Shaoqiu Zhang +6Coding AgentsContextual Reasoning

  60. FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

    Jul 20, 2026Krish Agarwal, Zhuoming Chen, Yanyuan Qin +3FlashMulti-Gpu Systems