I am a second-year Data Science master’s student at the University of Pennsylvania. I completed my master’s thesis on unlearning for LLMs under the supervision of Professor Chris Callison-Burch. I also won the Best Thesis Award.

Publications

Avoiding Copyright Infringement via Large Language Model Unlearning
Guangyao Dou, Zheyuan Liu , Qing Lyu, Kaize Ding, Eric Wong
Under Review

Machine Unlearning in Generative AI: A Survey
Zheyuan Liu , Guangyao Dou, Zhaoxuan Tan, Yijun Tian, Meng Jiang
Under Review

Towards Safer Large Language Models through Machine Unlearning
Zheyuan Liu, Guangyao Dou, Zhaoxuan Tan, Yijun Tian, Meng Jiang
Accepted by ACL Findings 2024

Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning
Zheyuan Liu*, Guangyao Dou*, Yijun Tian, Chunhui Zhang, Eli Chien, Ziwei Zhu
Accepted by TheWebConf 2024 (a.k.a WWW)

Time Majority Voting, a PC-Based EEG Classifier for Non-expert Users
Guangyao Dou, Zheng Zhou, Xiaodong Qu
International Conference on Human-Computer Interaction

BrainActivity1: A Framework of EEG Data Collection and Machine Learning Analysis for College Students
Zheng Zhou, Guangyao Dou, Xiaodong Qu
International Conference on Human-Computer Interaction