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. AutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment

    Aug 5, 2026Zongqian Li, Yaoyiran Li, Yaohui Guo +3Financial Strategy ResearchSelf-Evolving Agents

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

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

  3. Scrouting: Cost-Aware Routing of Coding Agents by Scouting the Repository First

    Aug 5, 2026Ishaan Bhola, Adithyan Krishnan, Mukunda NSRepository-Level Code UnderstandingFrontier Models

  4. RepoProbe: Benchmarking Architecture-Aware Repository Comprehension with Checklists

    Aug 5, 2026Yuexi Yang, Alyssa Wu, Ji Luo +4Repository-Level Code UnderstandingEvaluation Benchmarks

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

    Aug 5, 2026Haobin Li, Ping Deng, Weizhong Qian +4BugSwe-Bench Verified

  6. ExeCRE: Execution-Consistency Guided Reliability Estimation for Self-Correcting Code Generation

    Aug 5, 2026Yiru Dong, Richong Zhang, Fanshuang Kong +1AI Code GenerationSelf-Correction

  7. Improving Auto-Design of Neural PDE Solvers with a Domain-Specific Language

    Aug 5, 2026Shengxin Kong, Liwen Xu, Jingwen FuNeural Partial Differential Equation SolversEvolutionary Search

  8. COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation

    Aug 5, 2026Jingzhi Gong, Jie M. Zhang, Gunel Jahangirova +3AI Code GenerationLarge Language Model Generation

  9. EA-Graph: Artifact-Anchored Verification Memory for Coding Agents under Upstream Drift

    Aug 4, 2026Hwai-Jung Hsu, Cheng-Jan Chi, Hanna EverettSystemverilog AssertionsHierarchical Graph Memory

  10. AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering

    Aug 4, 2026Zihan Fang, Yueke Zhang, Yu HuangSoftware EngineeringSoftware

  11. Can LLMs Test Terminal User Interfaces?

    Aug 4, 2026Chao Peng, Ruida Hu, Ajitha Rajan +3User InterfaceGraphical User Interface

  12. From Social Coding to Agentic Coding: Productivity and Relational Reconfiguration in Open-Source Communities

    Aug 4, 2026Mengying Zhou, Yongjie Yin, Yang ChenCoding AgentsCollaboration

  13. Adversarial Fast-Moving Real-World Domains as Test Beds for Benchmarking AI Scientist Capabilities

    Aug 4, 2026William Bolton, Philip TorrArtificial Intelligence BenchmarksArtificial Intelligence Scientists

  14. MT-Web2Code: Benchmarking Coding Agents on Multi-Turn Regional Reconstruction and Localized Modification

    Aug 4, 2026Qiming Li, Shujie Hu, Haohan Liu +3Coding AgentsEvaluation Benchmarks

  15. Route-Align-Verify for Functional Correctness in Code Generation

    Aug 4, 2026Erxue Zhou, Jingxiang Meng, Aofan LiuAI Code GenerationLarge Language Model Generation

  16. AgentPanel: Toward a New Paradigm for Human--AI Collaboration in Exploring Scientific Questions

    Aug 4, 2026Zhiyao Cui, Qianyi Wang, Haoyang Yan +26Human-Ai CollaborationCollaboration

  17. Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks

    Aug 4, 2026Chenyu Wang, Yunbo Lyu, Junda He +4RetryingEarly Failure Prediction

  18. LLM Serving in the Wild: An Empirical Study of Frameworks, Methods, and System Designs

    Aug 4, 2026Forough Majidi, Mohammad Mehdi Morovati, Foutse Khomh +1Large Language Model ServingEmpirical Study

  19. SWE-Touch: Benchmarking Coding Agents When Users Touch the Code

    Aug 3, 2026Yuqiao Tan, Jinxiang Meng, Fangyu Lei +4Coding AgentsCollaboration

  20. Stylometric Defenses Against Author Impersonation in Software Repositories

    Aug 3, 2026Leonid Ravich, Michael FireAuthorshipRepository

  21. Effective and Efficient Context Retrieval via Partial Dependency Graph for Repository-Level Code Generation

    Aug 3, 2026Zhongxin Liu, Zhonghao Jiang, Zhifan Ye +3AI Code GenerationGraph-Based Retrieval Augmented Generation

  22. BulkPR-Bench: Benchmarking Queue-Level Governance of Interacting Pull Requests

    Aug 3, 2026Zetong Xiong, Qiao Zhao, Jun Zhang +20Code RefactoringAI Benchmarks

  23. LEAP: Lean Environment-Feedback via Adaptive Pruning for Code RL in GPU Kernel Generation

    Aug 3, 2026Tankun Li, Zhi Chen, Yaohua TangGraphics Processing Unit KernelsAI Code Generation

  24. Coding Agents as Test-Suite Auditors: Finding What Official Suites Miss While Approaching What They Catch

    Aug 3, 2026Shuyang Xie, Shuxiao Xie, Feng Zhu +2Fairjudge ModelsBug

  25. Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation

    Aug 3, 2026Fengxian Ji, Yuke Li, Jingpu Yang +8Scientific IdeationLlm-As-A-Judge

  26. Post-Training on Office Work Improves Software Engineering: A Behavioral Account of Cross-Domain Transfer

    Aug 3, 2026Logan Ritchie, Sushant Mehta, Liudas Panavas +1Long-Horizon AgentsPost-Training

  27. Deep Agentic Search for Repository-Level Code Question Answering: An Empirical Study

    Aug 2, 2026Amirkia Rafiei Oskooei, Bora Ilci, Alperen Kayim +5Repository-Level Code UnderstandingAgentic Search

  28. When Policies Change Probabilities: Modular Decision-Making for LLM Code Review

    Aug 2, 2026Rasvik Kudum, Max Corbett, Hitansh Paliwal +3Code QualityReview

  29. Same Task, Different Work: Prompt-Induced Waste in Coding Agents

    Aug 2, 2026Sarel Weinberger, Amir HozezCoding AgentsLarge Reasoning Models

  30. Security-First Evaluation of Text-to-Terraform: Benchmarking LLMs and SLMs for Secure IaC Generation

    Aug 2, 2026Francis Luis Santos Vargas, Rodrigo Brandão Mansilha, Diego KreutzLarge Language Model SafetyAI Code Generation

  31. Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments

    Aug 2, 2026Dotan Davidovich, Yair Amar, Hai Rozencwajg +1Coding AgentsSecurity Analysis

  32. Vulnerabilities, Secrets and Misconfiguration in the Highest-Exposure Docker Hub Images

    Aug 2, 2026Cristhian Kapelinski, Beatriz Machado, Diego KreutzVulnerability Detection & RepairRepository

  33. RefactorAssist: Agentic Refinement for Reliable Code Refactoring

    Aug 2, 2026Jonathan Cordeiro, Shayan Noei, Ying ZouCode RefactoringErrors

  34. TaPR: Test-Aware Policy Refinement for Feedback-Conditioned Code Generation

    Aug 1, 2026Aofan Liu, Jingxiang Meng, Fangxin Liu +1AI Code GenerationDecision-Aware Evaluation

  35. Distilling Reasoning Traces into Advisory Prompts for Software Engineering Tasks

    Aug 1, 2026Faizan Faisal, Prem Devanbu, Toufique AhmedLarge Language Models FailSoftware Engineering

  36. LoopsBench: From Harness Engineering to Loop Engineering in Coding Agent Evaluation

    Jul 31, 2026Han Li, Zhemin Fang, Rili Feng +8Coding AgentsAgentic Loop

  37. From Code Review to Code Critique: Intent, Drift, and Spotlight for AI-Generated Diffs at Scale

    Jul 31, 2026Chandra Maddila, Mashrur Rashik, Euna Mehnaz Khan +4Code QualityArtificial Intelligence Reviewers

  38. MDArena: Evaluating Coding Agents on Realistic Molecular Dynamics Workflows

    Jul 31, 2026Nithishwer Mouroug Anand, Wei-Tse Hsu, Kyle Vaccaro +6Coding AgentsMolecular Dynamics

  39. A Fortran General-Purpose Transpiler: Proof of Concept

    Jul 31, 2026Shivamshan Sivanesan, Kazem ArdanehCompilerAI Code Generation

  40. Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies

    Jul 31, 2026Jan Marius Stürmer, Jascha Knack, Tobias Koch +1Llm-Driven Code SynthesisMle-Bench Lite

  41. Shared Organizational Memory for Enterprise Coding Agents: System Design and Deployment Snapshot

    Jul 31, 2026Harsh Rao Dhanyamraju, Leonidas RaghavCoding AgentsAgent Memory

  42. Transpiler Autotuning with Predictive Models for Quantum Circuit Optimization

    Jul 31, 2026Piotr Malkowski, Domenik Eichhorn, Joshua Ammermann +4Quantum CircuitsQuantum

  43. Agreement Is Not Quality: Blind Expert Verification of Human and LLM Qualitative Coding When Human Consensus Is Not Ground Truth

    Jul 30, 2026Alex Liu, Lief Esbenshade, Michael Xiao +4Code QualityInter-Rater Variability

  44. To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing

    Jul 30, 2026Amir M. Ebrahimi, Mohammed Mehedi Hasan, Aaditya Bhatia +2Code QualityLarge Language Models Fail

  45. LayoutBench: Performance Benchmarking of Cloud Storage Layouts for Multimedia Data

    Jul 30, 2026Debopam Sanyal, Hongjie Chen, Alexey Tumanov +1CloudPeak Memory

  46. Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug?

    Jul 30, 2026Xiaonan Xu, Wenjing WuBug

  47. DragonCrawl: A Generative, Intent-Based Framework for Scalable Mobile End-to-End Testing

    Jul 30, 2026Sowjanya Puligadda, Mengdie Zhang, Ali Zamani +3Test GenerationAi-Native

  48. Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments

    Jul 30, 2026Haomin Qi, Xingliang Wang, Xuanqi Gao +9Coding AgentsEnvironment

  49. PAIChecker: Uncovering and Checking PR-Issue Misalignment in SWE-Bench-Like Benchmarks

    Jul 30, 2026Manyi Wang, Junjielong Xu, Pinjia HeSwe-Bench VerifiedMisalignment

  50. ORCA-bench: How Ready Are Language Model Agents for Oncall?

    Jul 30, 2026Albert Gong, Kyuseong Choi, Abhineet Agarwal +5Coding AgentsRoot Cause Analysis

  51. AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration

    Jul 30, 2026Xinxing Ren, Qianbo Zang, Ziyan Wang +4Coding AgentsCollaboration

  52. When Specifications Conflict: A Symmetry-Based Framework for Measuring LLM Preferences

    Jul 30, 2026Tairan Wang, Liang Zhou, Zikang Zhan +1Preference PairsSpecification

  53. Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3

    Jul 30, 2026Jens Lehmann, Andrei Aioanei, Sahar VahdatiCoding AgentsWorld Models

  54. Agentic Method for Deterministic Validation of Legacy Code Migration

    Jul 30, 2026Andras Ferenczi, Jordan Docherty, Mariya Bessonov +2Test GenerationCodebases

  55. Code Is the Body: Agent-Owned Software Bodies for Recursive Evolution and Descent

    Jul 30, 2026Roy Zhao, Zhenyu ZhaoSelf-Evolving AgentsSelf-Evolution

  56. Metaphor-Induced Algorithmic Steering: Cross-Domain Procedural Transfer in LLM Code Generation

    Jul 30, 2026Zhibo Hu, Chen Wang, Yanfeng Shu +3AI Code GenerationMetaphors

  57. Drawing-Recode: Annotation Grounding for Parametric CAD Code Generation from Raster 2D CAD Drawings

    Jul 30, 2026Mingi Kim, Yongjun Kim, Hyungki KimComputer-Aided DesignSketches

  58. SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements

    Jul 29, 2026Pengyu Xue, He Yang Yuan, Xin Wang +6Coding AgentsAgentic Benchmarks

  59. SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch

    Jul 29, 2026Yihao Chen, Shi Chang, Feng Lin +4Llm-Driven Code SynthesisCoding Agents

  60. MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis

    Jul 29, 2026Yihao Chen, Shi Chang, Khaled Chawa +4Llm-Driven Code SynthesisSoftware Engineering