LHRLAB/SuperMem
Preview • Updated • 89
Haoran Luo PRO
LHRLAB
AI & ML interests
Knowledge Graph, Large Language Model, Graph Neural Network
Recent Activity
updated a dataset 1 day ago
LHRLAB/SuperMem published a dataset 2 days ago
LHRLAB/OmniPlex-RL published a dataset 2 days ago
LHRLAB/OmniVPC-BenchOrganizations
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updated a
dataset 1 day ago
published 5
datasets 2 days ago
updated a
dataset 3 days ago
authored 13
papers 3 days ago
Evolve on Graph: Self-Evolving Knowledge Graph Reasoning without Question Annotations
Paper • 2610.35598 • Published
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 • 4
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 • 105
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 • 17