Mufei Li

Reducing Belief Deviation in Reinforcement Learning for Active Reasoning of LLM Agents

Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark

Struc-EMB: The Potential of Structure-Aware Encoding in Language Embeddings

Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation

Can LLM Agents Assist Dynamic Network Simulation? A Case Study on Email Networks and Phishing Synthesis

LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation

Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning