AI Software Engineering

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Period ending 2026-09-21

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  1. WaveformQA: Benchmarking LLM Temporal Reasoning on Digital Waveforms

    Jul 22, 2026Yichuan Liu, Daniel Cummings, Nick VadlamudiWaveformsCode Generation

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

    Jul 22, 2026Jiale Lao, Immanuel TrummerCode GenerationComplex Query Answering

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

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

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

    Jul 22, 2026Ryan Deng, Yuanzhe Liu, Bastian Lipka +4Code OptimizationRepository-Level Code Understanding

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

    Jul 21, 2026Sahand Saed, Khairul Alam, Banani RoyFederated LearningRepository

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

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

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

    Jul 21, 2026Weifeng Sun, Ye Fan, Yuchen Chen +6Code GenerationBenchmarking Large Language Models

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

    Jul 20, 2026Mingwei Zheng, David OBrien, Siwei Cui +4Coding AgentsRedundancy

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

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

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

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

  11. TRIM: Reducing AI-Generated CodeSlop via Agent Trajectory Minimization

    Jul 20, 2026Alex Mathai, Shobini Iyer, Aleksandr Nogikh +4Code GenerationRedundancy

  12. Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data

    Jul 20, 2026Nursultan Askarbekuly, Mohamad Al Mdfaa, Ahmed Helaly +2Coding AgentsAutoresearch

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

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

  14. Integrating High-Level Requirements to Low-Level Tests with Machine-Readable V&V Specifications

    Jul 20, 2026Mansur Arief, Nur Ahmad Khatim, Ali Akarma +1Requirements EngineeringTest Generation

  15. CommitLLM: A Fine-Tuned Pipeline for Git Commit Message Generation

    Jul 20, 2026Md Rafid Haque, Poojan Narendrabhai Patel, Meetkumar Vijaybhai RaychuraCommitsLarge Language Models(Llms

  16. The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation

    Jul 19, 2026Shayell Aharon Salomon, Noam Israel, Ido Safruti +1PersonaCode Generation

  17. Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost

    Jul 19, 2026Honglin LiReasoning PathsInference Cost

  18. A Systematic Evaluation of Trajectory Data Curation for LoRA Fine-Tuning of Code Agents

    Jul 19, 2026Yunze HanCoding AgentsInteraction Trajectories

  19. Talaria: Session-Aware Serverless Serving of Hundred-Billion-Parameter LLMs

    Jul 19, 2026Utopia Meng, Unicornt Zhao, Derek Li +2Large Language Model ServingSmall Language Models

  20. SynH-Rank: Quality-Aware Code Search via Diverse Data Synthesis and Hierarchical Ranking Training

    Jul 19, 2026Keyu Liang, Haoye Wang, Yanfu Yan +2Code QualityReranking

  21. Move First, Commit Later: Selective LiDAR-to-BIM Global Initialization via Sequential Consensus with Symmetry-Aware Abstention

    Jul 19, 2026Yujie Zhang, Yuxuan Guo, Jiashuo Zheng +3LidarImage Registration

  22. Dependency-Guided Code Generation: Structured Matrix Decomposition and Consistency-Guided Refinement

    Jul 18, 2026Mingqiao Mo, Yangchen Zeng, Zikai Xiao +7Code GenerationSample-Wise 2D Refinement

  23. DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

    Jul 18, 2026Runming He, Zhen Hao Wong, Hao Liang +4Traditional Dataflow AnalysisLarge Language Model Pipelines

  24. Automated Hardware Validation Test Plan Generation for Large Scale AI Datacenter Platforms Using a Generative AI Multi-Agents Architecture

    Jul 17, 2026Mohammed-Khalil Ghali, Saurabh Kulkarni, Prathamesh Kulkarni +3Test GenerationFault Injection Experiments

  25. Conditional Reliability of Toxicity Signals for Multilingual and Code-Mixed Abuse Detection

    Jul 17, 2026Indraveni Chebolu, Rohan Singh, Arnab Mallick +1ToxicityHate Speech

  26. Agentic Synthesis against Counterexample-Supplemented Sketches

    Jul 17, 2026Muness Castle, Eric RubeckCoding AgentsCounterexample

  27. Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality

    Jul 16, 2026Saima Afrin, Alessandro Midolo, Camilo Escobar-Velásquez +5Code GenerationMultilingual Benchmark

  28. Routing Ceilings Are Domain-Independent: Structural Prior Injection in Code Security Vulnerability Detection

    Jul 16, 2026Manuel Israel CázaresVulnerability Detection & RepairLarge Language Model Safety

  29. Alipay-PIBench: A Realistic Payment Integration Benchmark for Coding Agents

    Jul 16, 2026Shiyu Ying, Xuejie Cao, Yingfan Ma +4Payment NetworksCoding Agents

  30. Why Git Is the Memory Solution for the Agentic Development Lifecycle

    Jul 15, 2026Frank GuoAgent MemoryCoding Agents

  31. The Prover Is the Judge: Verified Security Software from AI Coding Agents in Ada/SPARK

    Jul 15, 2026Tobias PhilippVerifierSecurity Analysis

  32. Early Adoption of Agentic Coding Tools by GitHub Projects

    Jul 15, 2026Maliha Noushin Raida, Daqing HouRepositoryCoding Agents

  33. Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code

    Jul 15, 2026Niels Mündler-Sasahara, Hristo Venev, Dawn Song +2Code GenerationProgram Analysis

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

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

  35. Faithful Autoformalization of Natural Language Assertions

    Jul 14, 2026Hongyi Liu, Madhusudan Parthasarathy, Adithya MuraliAutoformalizationSystemverilog Assertions

  36. SemaDiff: Identifying Semantic-Changing Commits with Generated Code and Tests

    Jul 14, 2026Maha Ayub, Michael Konstantinou, Ahmed Khanfir +2CommitsCode Refactoring

  37. Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models

    Jul 14, 2026Yubo Wang, Jiarong Liang, Yuxuan Zhang +5Coding AgentsSearch-Augmented Reasoning

  38. How Many Tasks Are Enough for Agent Benchmark Decisions? A Replay Analysis of Public LLM Agent Benchmarks

    Jul 14, 2026Wei-Jung HuangAgentic BenchmarksSwe-Bench Verified

  39. Analyzing Curricular Pattern Complexity Using AI to Improve On-Time Graduation Rates

    Jul 14, 2026Lynn Vonderhaar, Juan Couder, Siri Siqveland +2CurriculumStudent

  40. Contract-Grounded Behavior Tree Synthesis via Coding Agents

    Jul 13, 2026Jonathan Salfity, Robert Blake Anderson, Mitch PryorExecutable Robot BehaviorCoding Agents

  41. Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework

    Jul 13, 2026Aditya Aggarwal, Nahid Farhady GhalatyCode QualityCoding Agents

  42. Token Reduction Is Not Cost Reduction

    Jul 13, 2026Sarel Weinberger, Amir HozezContext CompressionCoding Agents

  43. Can LLMs Perform Technical Comprehension of Computer Architecture Papers?

    Jul 13, 2026Nishant Aggarwal, Aishwarya Lekshmi Chithra, Ayushi Dubal +8Artificial Intelligence ReviewersCritique

  44. Heuristic Learning for Active Flow Control Using Coding Agents

    Jul 13, 2026Paul Garnier, Jonathan Viquerat, Elie HachemDeep Reinforcement LearningHeuristics

  45. Baselines Before Architecture: Evaluating Coding Agents for Autonomous Penetration Testing

    Jul 13, 2026Ananda Dhakal, Krish Neupane, Aarjan ChaudharyPenetration TestingSingle-Agent Baselines

  46. Fail-Aware and Explainable Test Oracle Prediction

    Jul 13, 2026Yue Zhao, Binish Tanveer, Jelena ZdravkovicTest GenerationOracles

  47. Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs

    Jul 13, 2026Sheng-Wei Peng, Yi-Hsun Lin, Yi-Pei LeeCoding AgentsHigh Inference Cost

  48. BackendForge: Benchmarking Agentic End-to-End Code Generation with Backend Services

    Jul 13, 2026Yuzhe Guo, Mengzhou Wu, Yuan Cao +4Code GenerationForge

  49. The Hitchhiker's Guide to Monoculture

    Jul 12, 2026Gordon BurtchCode QualitySyntactic Structure

  50. How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study

    Jul 12, 2026Yunbo Lyu, David Williams, Jieke Shi +5Software EngineeringCoding Agents

  51. Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging

    Jul 12, 2026Siyi Chen, Jiahe Ying, Yixuan Jia +9Image ReconstructionMedical Imaging

  52. Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications

    Jul 12, 2026Nasser Giacaman, Valerio Terragni, Paul Denny +1Code GenerationCopilot

  53. When Does Restricting a Coding Agent to execute_code Help? A Regime ×\times Agent-Design Ablation

    Jul 12, 2026Hong Yang, Qi Yu, Travis DesellCoding AgentsAblation

  54. UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp

    Jul 12, 2026Xiyu Wei, Qingwei Zong, Zhuocheng Yu +1Multimodal Search AgentsWeb Agents

  55. Mitigating LLM Sycophancy in Code Smell Detection Using Evidence-Guided Reasoning Prompts

    Jul 11, 2026Istiaq Ahmed Fahad, Kamruzzaman Asif, Md. Nurul Ahad TawhidCode QualitySycophancy

  56. Toward Stronger Code Watermarking: A Grammar-Driven Approach to Optimizing the Trade-off Between Quality and Detectability

    Jul 11, 2026Licheng Yu, Aiwei Liu, Songze LiLarge Language Model WatermarksWatermarking

  57. A Large-Scale Dataset of MCP Implementations on GitHub

    Jul 11, 2026Benny Toeppe, Amine Barrak, Emna KsontiniModel Context ProtocolRepository

  58. Do These Violent Delights Have Violent Ends? Measuring the Post-Merge Fate of Agentic Code

    Jul 10, 2026Chunqiu Steven Xia, Courtney MillerRepositoryCoding Agents

  59. Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

    Jul 10, 2026Xiangxin Zhao, Han Li, Shuaiting Li +4Coding AgentsBusiness Processes

  60. Generative Testing of Automated Speech Recognition Systems

    Jul 10, 2026Yanis Xabier Wilbrand Peña, Oliver Weißl, Andrea StoccoTest GenerationPerceptual Quality