RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction Paper • 2601.06966 • Published 7 days ago • 7
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published 7 days ago • 74
KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Paper • 2601.04745 • Published 10 days ago • 53
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 6 days ago • 106
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 7 days ago • 201