Yang Liu

Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges

Zeyu Tang, Jialu Wang, Usman Gohar, 2024, 2406.06736.

Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework

P. Spirtes, Liu Leqi, Zeyu Tang, 2024, ArXiv.

Procedural Fairness Through Decoupling Objectionable Data Generating Components

P. Spirtes, Zeyu Tang, Jialu Wang, 2023, ICLR.