Evolve on Graph: Self-Evolving Knowledge Graph Reasoning without Question Annotations Paper • 2610.35598 • Published 5 days ago
EvoRouter: Cost-Efficient Multi-Agent Routing via Insight-Guided On-Policy Distillation Paper • 2610.35690 • Published 5 days ago • 1
OmniConfess: Eliciting Token Confessions to Mitigate Omni-Modal Hallucination Paper • 2610.02999 • Published 26 days ago • 7
Trajectory-Guided Forget-Recover Network for Continual LLM Unlearning Paper • 2608.03123 • Published Aug 4
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published Jul 16 • 106
OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning Paper • 2606.26790 • Published Jun 25 • 59
OrchMAS: Orchestrated Reasoning with Multi Collaborative Heterogeneous Scientific Expert Structured Agents Paper • 2603.03005 • Published Mar 3
Rethinking Scientific Modeling: Toward Physically Consistent and Simulation-Executable Programmatic Generation Paper • 2602.07083 • Published Feb 6
OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions Paper • 2602.05843 • Published Feb 5 • 61
LungCURE: Benchmarking Multimodal Real-World Clinical Reasoning for Precision Lung Cancer Diagnosis and Treatment Paper • 2604.06925 • Published Apr 8
OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering Paper • 2602.03707 • Published Feb 3
SSL: Sweet Spot Learning for Differentiated Guidance in Agentic Optimization Paper • 2601.22491 • Published Jan 30 • 12
Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles Paper • 2605.22177 • Published May 21 • 18