Counterfactual Fairness with Partially Known Causal Graph. - Aoqi Zuo; Susan Wei; Tongliang Liu; Bo Han 003; Kun Zhang 001; Mingming Gong (NeurIPS, 2022)

Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach. - Aoqi Zuo; Yiqing Li 002; Susan Wei; Mingming Gong (ICLR, 2024)

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention. - Yuxi Sun 011; Aoqi Zuo; Wei Gao 001; Jing Ma 004 (ACL (Findings), 2025)