CrossSWE: Benchmarking Cross-Repository Joint Development for Coding Agents Paper • 2611.01484 • Published 7 days ago • 26
SWE-at-Scale: Scalable Issue Synthesis from Historical Bug Fixes Paper • 2610.21359 • Published 24 days ago • 20
Schrödinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It? Paper • 2609.27891 • Published Aug 21 • 19
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence Paper • 2608.16425 • Published Aug 17 • 41
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published Sep 2 • 55
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published Aug 10 • 74
Second Thought: Reasoning in Parallel as LLM Agents Act and Observe Paper • 2608.13667 • Published Aug 13 • 18
SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution Paper • 2608.18933 • Published Aug 19 • 14
Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution Paper • 2607.11111 • Published Jul 13 • 13
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published Jun 26 • 83
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published Jun 12 • 79
SWE-Explore: Benchmarking How Coding Agents Explore Repositories Paper • 2606.07297 • Published Jun 5 • 123
Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models Paper • 2602.07026 • Published Feb 2 • 140
Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening Paper • 2602.05386 • Published Feb 5 • 51