I am a first-year Ph.D student in the Department of Computer Science at Virginia Tech, fortunately advised by Dr.Xuan Wang. I am also a student member of the Sanghani Center for Artificial Intelligence and Data Analytics at VT. Before that, I received my B.S. in computer science from Wuhan University.

Research Interest

My primary research interests are Graph Data Mining, NLP, and AI for Sciences.

• Structural Information Enhanced Multimodal Models
  
  • Information extraction, knowledge graph construction from multimodal sources
    
  • Multimodal graph foundation models, Graphs Representation Learning
    
• Reasoning, Planning and Tool usage with Language Model Agents
  
  • Graph-Structured Knowledge Enhanced Reasoning
    
  • Multimodal Scientific Agent Architectures
    
  • Dynamic Tool Integration and Meta-Planning
    
• Science Foundation Models for multiple modalities
  
  • Unified Multimodal Architecture for Scientific Data
    
  • Multimodal Scientific Pretraining Strategies