Bio

I am now a second year Computer Science Ph.D. student in Big Data and Social Computing (BDSC) Lab at University of Illinois Chicago (UIC), advised by Prof. Philip S. Yu. Before joining UIC in Spring 2023, I obtained my Master’s degree in Operations Research from Columbia University in Fall 2022 and Bachelor’s degree in Industrial Engineering from Nanjing University in Spring 2021.

I am interested in Trustworthy Machine Learning, especially the theory and application of Uncertainty Quantification and Conformal Prediction.

Publication

• Equal Opportunity of Coverage in Fair Regression
  Fangxin Wang, Lu Cheng, Ruocheng Guo, Kay Liu, Philip S. Yu.
  NeurIPS. 2023.
  [Paper][Code][Virtual Poster]

Internship

• Data Scientist Intern, Marketing and Advertising Technology (MAT), Walmart Global Tech, May 2022 - Aug 2022.

Awards

• SDM 2024 Doctoral Forum Travel Award
• NeurIPS 2023 Travel Award

Service

• Reviewer of KDD 2024 Main Conference, AAAI 2024 Main Conference, AAAI 2024 Responsible Language Model Workshop