IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction Paper • 2511.07327 • Published 27 days ago • 74
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21 • 110
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory Paper • 2509.25140 • Published Sep 29 • 12
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Paper • 2510.04618 • Published Oct 6 • 123
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines Paper • 2410.12705 • Published Oct 16, 2024 • 32