Yongfeng Huang

Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling

Bridging Gaps with Dynamic Knowledge Probes: Robust LLM–KG Collaborative Reasoning

Guided Navigation in Knowledge-Dense Environments: Structured Semantic Exploration with Guidance Graphs

RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Social Media

Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing

Mitigate Position Bias in Large Language Models via Scaling a Single Dimension

Hyper-multi-step: The Truth Behind Difficult Long-context Tasks