Pengtao Xie

Assistant Professor, Department of Electrical and Computer Engineering

Affiliated Faculty, AI Group in the Department of Computer Science and Engineering

University of California San Diego


I obtained my PhD from the Machine Learning Department, School of Computer Science, Carnegie Mellon University. My research interests mainly lie in machine learning inspired by humans' learning skills (especially classroom learning skills), such as learning by self explanation, small-group learning, learning by teaching, etc., and their applications in Large Language Models, Foundation Models, and  Healthcare. Here is a summary of research outcome.


https://pengtaoxie.github.io/ 

pengtaoxie2008@gmail.com 


I am looking for highly-motivated PhD and master students to join my group. I am also looking for research interns for  summer.

News


Current Students

PhD Students and Postdocs

Collaborative PhD Students

Master Students

Undergraduate Students


Past Students

Undergraduate Students

Master Students


Teaching


Recent Work on Large Language Models and Foundation Models Based on Multi-level Optimization


Publications Since 2020

Google Scholar

Publications Before 2020


Professional Activities

Area Chairs for:

Co-organizer for:

Member for:

Program Committee Members or Reviewers for:


Selected Awards and Honors


Recent Invited Talks