CV

Education

• Ph.D in CSE, University of Michigan, 2028 (expect)
• M.S. in CSE, Georgia Institute of Technology, 2024
• B.S. in ME, Sun Yat-sun University, 2021

Publications

Counterfactual probabilistic diffusion with expert models

Diffusion models as constrained samplers for optimization with unknown constraints

Aligning Large Language Models with Representation Editing: A Control Perspective

Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process

MUBen: benchmarking the uncertainty of pre-trained models for molecular property prediction

DF2: Distribution-Free Decision-Focused Learning