Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding Paper • 2512.17532 • Published 11 days ago • 63
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Paper • 2512.02589 • Published 29 days ago • 64
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs Paper • 2512.07525 • Published 22 days ago • 55
AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery Paper • 2511.11257 • Published Nov 14 • 24
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Paper • 2504.19413 • Published Apr 28 • 36
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28 • 28
PokeeResearch: Effective Deep Research via Reinforcement Learning from AI Feedback and Robust Reasoning Scaffold Paper • 2510.15862 • Published Oct 17 • 9
PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model Paper • 2510.14528 • Published Oct 16 • 109
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21 • 83
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21 • 110
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts Paper • 2510.19363 • Published Oct 22 • 61
StreamingVLM: Real-Time Understanding for Infinite Video Streams Paper • 2510.09608 • Published Oct 10 • 50
Paper2Video: Automatic Video Generation from Scientific Papers Paper • 2510.05096 • Published Oct 6 • 118
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization Paper • 2509.13313 • Published Sep 16 • 79