I am a PhD student at University of Massachusetts Amherst. My core research pursuits center around the intersection of graph and large language model. My current research interests include:

• Knowledge Distillation, User-Customized Large Language Model

• Retrieval-based Large Language Model (multi-source, e.g., graph, text, and image data)

• Question answering: Complex question answering over knowledge graph, zero shot question answering or few shot question answering.

• Natural language generation and inference

News and Highlights

• (09/06/24): A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models was accepted by ICDM 2024.

• (04/04/23): Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking was accepted by SIGIR 2023.

• (10/06/22): A Hierarchical N-Gram Framework for Zero-Shot Link Prediction was accepted by EMNLP 2022,finding track.

• (08/17/22): Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph was accepted by COLING 2022.