Attainability and Optimality: The Equalized Odds Fairness Revisited. - Zeyu Tang 002; Kun Zhang 001 (CLeaR, 2022)

Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors. - Zeyu Tang 002; Yatong Chen; Yang Liu 018; Kun Zhang 001 (ICLR, 2023)

Model Transferability with Responsive Decision Subjects. - Yatong Chen; Zeyu Tang 002; Kun Zhang 001; Yang Liu 018 (ICML, 2023)

What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective. - Zeyu Tang 002; Jiji Zhang; Kun Zhang 001 (ACM Comput. Surv., 2023)

Procedural Fairness Through Decoupling Objectionable Data Generating Components. - Zeyu Tang 002; Jialu Wang; Yang Liu 018; Peter Spirtes; Kun Zhang 001 (ICLR, 2024)

Detecting and Identifying Selection Structure in Sequential Data. - Yujia Zheng 001; Zeyu Tang 002; Yiwen Qiu; Bernhard Schölkopf; Kun Zhang 001 (ICML, 2024)

Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework. - Jingling Li; Zeyu Tang 002; Xiaoyu Liu; Peter Spirtes; Kun Zhang 001; Liu Leqi; Yang Liu 018 (CoRR, 2024)

SmartCLIP: Modular Vision-language Alignment with Identification Guarantees. - Shaoan Xie; Lingjing; Yujia Zheng 001; Yu Yao 005; Zeyu Tang 002; Eric P. Xing; Guangyi Chen 002; Kun Zhang 001 (CVPR, 2025)

When Selection Meets Intervention: Additional Complexities in Causal Discovery. - Haoyue Dai; Ignavier Ng; Jianle Sun; Zeyu Tang 002; Gongxu Luo; Xinshuai Dong; Peter Spirtes; Kun Zhang 001 (ICLR, 2025)

Prompting Fairness: Integrating Causality to Debias Large Language Models. - Jingling Li; Zeyu Tang 002; Xiaoyu Liu; Peter Spirtes; Kun Zhang 001; Liu Leqi; Yang Liu 018 (ICLR, 2025)

Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges. - Usman Gohar; Zeyu Tang 002; Jialu Wang; Kun Zhang 001; Peter Spirtes; Yang Liu 018; Lu Cheng 001 (Trans. Mach. Learn. Res., 2025)

Controllable Video Generation with Provable Disentanglement. - Yifan Shen 004; Peiyuan Zhu 001; Zijian Li 001; Shaoan Xie; Zeyu Tang 002; Namrata Deka; Zongfang Liu; Guangyi Chen 002; Kun Zhang 001 (CoRR, 2025)

Reflection-Window Decoding: Text Generation with Selective Refinement. - Zeyu Tang 002; Zhenhao Chen; Loka Li; Xiangchen Song; Yunlong Deng; Yifan Shen 004; Guangyi Chen 002; Peter Spirtes; Kun Zhang 001 (CoRR, 2025)

Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs. - Xiangchen Song; Aashiq Muhamed; Yujia Zheng 001; Lingjing Kong; Zeyu Tang 002; Mona T. Diab; Virginia Smith; Kun Zhang 001 (CoRR, 2025)

Should Bias Always be Eliminated? A Principled Framework to Use Data Bias for OOD Generation. - Yan Li 099; Guangyi Chen 002; Yunlong Deng; Zijian Li 001; Zeyu Tang 002; Anpeng Wu; Kun Zhang 001 (CoRR, 2025)

SmartCLIP: Modular Vision-language Alignment with Identification Guarantees. - Shaoan Xie; Lingjing Kong; Yujia Zheng 001; Yu Yao 005; Zeyu Tang 002; Eric P. Xing; Guangyi Chen 002; Kun Zhang 001 (CoRR, 2025)

Algorithmic Fairness amid Social Determinants: Reflection, Characterization, and Approach. - Zeyu Tang 002; Alex John London; Atoosa Kasirzadeh; Sanmi Koyejo; Peter Spirtes; Kun Zhang 001 (CoRR, 2025)