AI Software Engineering

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Period ending 2026-09-21

33 new papers

A weekly snapshot of new work published in AI Software Engineering.

Period ending 2026-09-14

28 new papers

A weekly snapshot of new work published in AI Software Engineering.

Period ending 2026-09-07

37 new papers

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946 papers

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  1. Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models

    Apr 23, 2026Muhammad Shafique, Abdul Basit, Muhammad Abdullah Hanif +3Multimodal Foundation ModelAccelerator

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

    Apr 23, 2026Wolfgang RohdeArtificial Intelligence SystemsHuman Oversight

  3. Feedback Over Form: Why Execution Feedback Matters More Than Pipeline Topology in 1-3B Code Generation

    Apr 23, 2026Charles Junichi McAndrewsCode GenerationLarge Language Model Generation

  4. SWE-chat: Coding Agent Interactions From Real Users in the Wild

    Apr 22, 2026Joachim Baumann, Vishakh Padmakumar, Xiang Li +3Coding AgentsCode Generation

  5. Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings

    Apr 22, 2026Petrus Lipsanen, Liisa Rannikko, François Christophe +3Software EngineeringAi-Ran

  6. Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows

    Apr 22, 2026Hardy Chen, Nancy Lau, Haoqin Tu +8Coding AgentsExploitation

  7. Biomedical systems biology workflow orchestration and execution with PoSyMed

    Apr 21, 2026Simon Süwer, Zoe Chervontseva, Kester Bagemihl +3Scientific WorkflowsReal-World Clinical Workflows

  8. AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories

    Apr 21, 2026Xue Xia, Chengkai Yao, Mingyu Tsoi +10Single-Cell Perturbation PredictionReproducibility

  9. Co-Refine: AI-Powered Tool Supporting Qualitative Analysis

    Apr 21, 2026Athikash Jeyaganthan, Kai Xu, Franziska Becker +1Qualitative ResearchCode Quality

  10. On Accelerating Grounded Code Development for Research

    Apr 21, 2026Santosh GanjiCoding AgentsDomain-Specific Language

  11. Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation

    Apr 20, 2026Éric JacopinCode GenerationFoundation Model

  12. PARM: Pipeline-Adapted Reward Model

    Apr 20, 2026Xingyu Fan, Wei Shao, Jiacheng Liu +2Process Reward ModelingLarge Language Model Pipelines

  13. LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL

    Apr 20, 2026Salmane Chafik, Saad Ezzini, Ismail BerradaText-To-SqlCode Generation

  14. CodePivot: Bootstrapping Multilingual Transpilation in LLMs via Reinforcement Learning without Parallel Corpora

    Apr 20, 2026Shangyu Li, Juyong Jiang, Meibo Ren +7Code GenerationText Corpora

  15. Scaling Human-AI Coding Collaboration Requires a Governable Consensus Layer

    Apr 20, 2026Tianfu Wang, Zhezheng Hao, Yin Wu +5Human-Ai CollaborationCoding Agents

  16. Party Autonomy in Determining the Law Applicable to Non-contractual Obligations concerning Cross-Border Data Transfers

    Apr 20, 2026Yuki Okamura, Ren Yatsunami, Kumiko Kameishi +4SoftwarePolitical Discourse

  17. HiRAS: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution

    Apr 20, 2026Hanhua Hong, Yizhi LI, Jiaoyan Chen +4AutoresearchReproducibility

  18. Program Structure-aware Language Models: Targeted Software Testing beyond Textual Semantics

    Apr 20, 2026Khang Tran, Khoa Nguyen, Cristian Borcea +1Test GenerationProgram Analysis

  19. AIRA: AI-Induced Risk Audit: A Structured Inspection Framework for AI-Generated Code

    Apr 19, 2026William M. ParrisCode QualityCode Generation

  20. Agentic Education: Using Claude Code to Teach Claude Code

    Apr 19, 2026Zain NaboulsiCoding AgentsCurriculum

  21. SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization

    Apr 19, 2026Yuncheng Hua, Sion Weatherhead, Mehdi Jafari +2AlphaevolveSimulation-Based Reinforcement Learning

  22. Probabilistic Programs of Thought

    Apr 19, 2026Poorva Garg, Renato Lui Geh, Daniel Israel +3Code GenerationLarge Language Model Reasoning

  23. Layer-wise MoE Routing Locality under Shared-Prefix Code Generation: Token-Identity Decomposition and Compile-Equivalent Fork Redundancy

    Apr 19, 2026Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino +1Mixture-Of-Expert Language ModelsCode Generation

  24. From Clinical Intent to Clinical Model: Autonomous Coding-Agents for Clinician-driven AI Development

    Apr 18, 2026Zihao Zhao, Frederik Hauke, Juliana De Castilhos +4Coding AgentsArtificial Intelligence Models

  25. Skilldex: A Package Manager and Registry for Agent Skill Packages with Hierarchical Scope-Based Distribution

    Apr 18, 2026Sampriti Saha, Pranav HemanthAgent Skill EcosystemsCode Quality

  26. Bias in the Loop: Auditing LLM-as-a-Judge for Software Engineering

    Apr 18, 2026Zixiao Zhao, Amirreza Esmaeili, Fatemeh FardLlm-As-A-JudgeCode Quality

  27. Mitigating Prompt-Induced Cognitive Biases in General-Purpose AI for Software Engineering

    Apr 18, 2026Francesco Sovrano, Gabriele Dominici, Alberto BacchelliSoftware EngineeringAutomatic Prompt Optimization

  28. LLMSniffer: Detecting LLM-Generated Code via GraphCodeBERT and Supervised Contrastive Learning

    Apr 17, 2026Mahir Labib Dihan, Abir MuhtasimCode QualityMachine-Generated Text Detection

  29. ACE: Self-Evolving LLM Coding Framework via Adversarial Unit Test Generation and Preference Optimization

    Apr 17, 2026Yixu Huang, Xinglei Yu, Zhongyu WeiCode GenerationAdversarial Evaluation

  30. CodeMMR: Bridging Natural Language, Code, and Image for Unified Retrieval

    Apr 17, 2026Jiahui Geng, Qing Li, Fengyu Cai +1Code Generation

  31. HYPERHEURIST: A Simulated Annealing-Based Control Framework for LLM-Driven Code Generation in Optimized Hardware Design

    Apr 17, 2026Shiva Ahir, Prajna Bhat, Alex DoboliHardware Description LanguagesRegister Transfer Level

  32. Majority Voting for Code Generation

    Apr 17, 2026Tim Launer, Jonas Hübotter, Marco Bagatella +2Code GenerationCodebooks

  33. LLM attribution analysis across different fine-tuning strategies and model scales for automated code compliance

    Apr 16, 2026Jack Wei Lun Shi, Minghao Dang, Wawan Solihin +1Large Language Model PerformanceCode Quality

  34. The Semi-Executable Stack: Agentic Software Engineering and the Expanding Scope of SE

    Apr 16, 2026Robert Feldt, Per Lenberg, Julian Frattini +1Software EngineeringAgentic Systems

  35. QuantCode-Bench: A Benchmark for Evaluating the Ability of Large Language Models to Generate Executable Algorithmic Trading Strategies

    Apr 16, 2026Alexey Khoroshilov, Alexey Chernysh, Orkhan Ekhtibarov +2Code Generation

  36. AgentGA: Evolving Code Solutions in Agent-Seed Space

    Apr 16, 2026David Y. Y. Tan, Kellie Chin, Jingxian ZhangCoding AgentsCode Generation

  37. Exploring LLM-based Verilog Code Generation with Data-Efficient Fine-Tuning and Testbench Automation

    Apr 16, 2026Mu-Chi Chen, Po-Hsuan Huang, Yu-Hung Kao +6VhdlHardware Description Languages

  38. StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation

    Apr 16, 2026Geonhui Jang, Dongyoon Han, YoungJoon YooCode GenerationNarratives

  39. Asking What Matters: Reward-Driven Clarification for Software Engineering Tasks

    Apr 16, 2026Sanidhya Vijayvargiya, Vijay Viswanathan, Graham NeubigSoftware EngineeringRelevance

  40. Prompt-Driven Code Summarization: A Systematic Literature Review

    Apr 16, 2026Afia Farjana, Zaiyu Cheng, Antonio MastropaoloSoftware EngineeringSummarization

  41. MARS2^2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation

    Apr 16, 2026Pengfei Li, Shijie Wang, Fangyuan Li +7Tree SearchPotential-Based Reward Shaping

  42. PeerPrism: Peer Evaluation Expertise vs Review-writing AI

    Apr 16, 2026Soroush Sadeghian, Alireza Daqiq, Radin Cheraghi +3AuthorshipMachine-Generated Text Detection

  43. Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems

    Apr 14, 2026Jiacheng Liu, Xiaohan Zhao, Xinyi Shang +1Coding AgentsAgentic Systems

  44. Grounded autonomous scrutiny at scale: emergent critique from reproduction of published computational physics papers

    Apr 14, 2026Haonan HuangPeer ReviewReproducibility

  45. AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection

    Apr 13, 2026Zijie Zhao, Chenyuan Yang, Weidong Wang +3BugTest Generation

  46. ECM Contracts: Contract-Aware, Versioned, and Governable Capability Interfaces for Embodied Agents

    Apr 10, 2026Xue Qin, Simin Luan, Cong Yang +1Kernel ContractsEmbodied Agents

  47. ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

    Apr 5, 2026Hui Sun, Yun-Ji Zhang, Zheng Xie +4Test GenerationCode Generation

  48. GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

    Apr 3, 2026DeepReinforce Team, Xiaoya Li, Guoyin Wang +3Agentic Reinforcement-Learning FrameworkCoding Agents

  49. Embarrassingly Simple Self-Distillation Improves Code Generation

    Apr 1, 2026Ruixiang Zhang, Richard He Bai, Huangjie Zheng +3Code GenerationLarge Language Model Generation

  50. A Taxonomy of Programming Languages for Code Generation

    Mar 31, 2026Nishat Raihan, Christian Newman, Marcos ZampieriCode GenerationTaxonomy

  51. Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents

    Mar 27, 2026Nicholas Edwards, Sebastian SchusterCoding AgentsLarge Language Model Agents

  52. Confident and Wrong: Silent Semantic Failures in Coding Agents

    Mar 26, 2026Aman MehtaCoding AgentsErrors

  53. CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

    Mar 23, 2026Letian Fu, Justin Yu, Karim El-Refai +13Embodied AgentsPretrained Vision-Language-Action

  54. Effective Strategies for Asynchronous Software Engineering Agents

    Mar 23, 2026Jiayi Geng, Graham NeubigMulti-Agent SystemsSoftware Engineering

  55. Design-Specification Tiling for ICL-based CAD Code Generation

    Mar 13, 2026Yali Du, San-Zhuo Xi, Hui Sun +1Computer-Aided DesignCode Generation

  56. QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions

    Mar 12, 2026Jiayin Lei, Ming Ma, Yunxi Duan +2Synthetic DataData Quality

  57. Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting

    Mar 7, 2026Ishrat Jahan Eliza, Xuan Huang, Aashish Panta +4Visual AnalyticsHigh-Performance Computing

  58. SEA-TS: Self-Evolving Agent for Autonomous Code Generation of Time Series Forecasting Algorithms

    Mar 5, 2026Longkun Xu, Xiaochun Zhang, Qiantu Tuo +1Autoregressive ModelSelf-Evolution

  59. 1D-Bench: A Benchmark for Iterative UI Code Generation with Visual Feedback in Real-World

    Feb 20, 2026Qiao Xu, Yipeng Yu, Chengxiao Feng +1Code GenerationRapid Prototyping

  60. Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?

    Feb 12, 2026Thibaud Gloaguen, Niels Mündler, Mark Müller +2Coding AgentsRepository