GGAM Faculty Information

Chen, Muhao - GGAM Faculty

Computer Science

Email: muhchen@ucdavis.edu
Web page: https://cs.ucdavis.edu/directory/muhao-chen

Area of Interest

Muhao Chen is an Assistant Professor at the Department of Computer Science, UC Davis, where he leads the Language Understanding and Knowledge Acquisition (LUKA) Group (https://luka-group.github.io/).He received his Ph.D. from the Department of Computer Science at UCLA in 2019, and B.S. in Computer Science from Fudan University in 2014. His research focuses on robust and accountable ML. Most recently, his group has been focusing on accountability and security problems of large language models and multi-modal language models. His work has been recognized with an NSF CRII Award, faculty research awards from Amazon (twice) and Cisco, Outstanding Paper Awards at EMNLP (twice), an ACM SIGBio Best Student Paper Award, and funding support from multiple NSF, IARPA and DARPA programs. Additional information is available at https://muhaochen.github.io/

Courses Related to Research Interests

ECS 271 Machine Learning and Discovery ECS 289G: Advanced Natural Language Processing