Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Paper • 2605.28774 • Published May 27 • 93
Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-horizon Agents Paper • 2605.25535 • Published May 25 • 44
Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR Paper • 2605.10781 • Published May 11 • 17
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs? Paper • 2603.24472 • Published Mar 25 • 57
Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing Paper • 2603.12254 • Published Mar 12 • 23
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning Paper • 2603.17024 • Published Mar 17 • 110
Selective Training for Large Vision Language Models via Visual Information Gain Paper • 2602.17186 • Published Feb 19 • 3
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback Paper • 2602.12612 • Published Feb 13 • 4
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration Paper • 2601.22674 • Published Jan 30 • 5