Evolve on Graph: Self-Evolving Knowledge Graph Reasoning without Question Annotations
Paper • 2610.35598 • Published
Haoran Luo PRO
LHRLAB
AI & ML interests
Knowledge Graph, Large Language Model, Graph Neural Network
Recent Activity
authored a paper about 19 hours ago
Evolve on Graph: Self-Evolving Knowledge Graph Reasoning without Question Annotations authored a paper about 19 hours ago
EvoRouter: Cost-Efficient Multi-Agent Routing via Insight-Guided On-Policy Distillation authored a paper about 19 hours ago
OmniConfess: Eliciting Token Confessions to Mitigate Omni-Modal HallucinationOrganizations
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authored 17
papers about 19 hours ago
EvoRouter: Cost-Efficient Multi-Agent Routing via Insight-Guided On-Policy Distillation
Paper • 2610.35690 • Published • 1
OmniConfess: Eliciting Token Confessions to Mitigate Omni-Modal Hallucination
Paper • 2610.02999 • Published • 7
Trajectory-Guided Forget-Recover Network for Continual LLM Unlearning
Paper • 2608.03123 • Published
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
Paper • 2607.14777 • Published • 106
OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning
Paper • 2606.26790 • Published • 59
OrchMAS: Orchestrated Reasoning with Multi Collaborative Heterogeneous Scientific Expert Structured Agents
Paper • 2603.03005 • Published
Rethinking Scientific Modeling: Toward Physically Consistent and Simulation-Executable Programmatic Generation
Paper • 2602.07083 • Published
OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions
Paper • 2602.05843 • Published • 61
LungCURE: Benchmarking Multimodal Real-World Clinical Reasoning for Precision Lung Cancer Diagnosis and Treatment
Paper • 2604.06925 • Published
OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering
Paper • 2602.03707 • Published
SSL: Sweet Spot Learning for Differentiated Guidance in Agentic Optimization
Paper • 2601.22491 • Published • 12
Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles
Paper • 2605.22177 • Published • 18
MAXS: Meta-Adaptive Exploration with LLM Agents
Paper • 2601.09259 • Published • 95
LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence
Paper • 2512.04578 • Published
OS-R1: Agentic Operating System Kernel Tuning with Reinforcement Learning
Paper • 2508.12551 • Published
Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning
Paper • 2511.01016 • Published
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