Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey Paper • 2601.11655 • Published 19 days ago • 60
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 22 days ago • 114
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents Paper • 2508.02085 • Published Aug 4, 2025 • 2
KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Paper • 2601.04745 • Published 26 days ago • 57
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published 23 days ago • 78
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 23 days ago • 209
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging Paper • 2508.18993 • Published Aug 26, 2025 • 4