Robust Causal Learning for the Estimation of Average Treatment Effects. - Yiyan Huang; Cheuk Hang Leung; Qi Wu 009; Xing Yan; Shumin Ma; Zhiri Yuan; Dongdong Wang; Zhixiang Huang (IJCNN, 2022)

A Unified Domain Adaptation Framework with Distinctive Divergence Analysis. - Zhiri Yuan; Xixu Hu; Qi Wu 009; Shumin Ma; Cheuk Hang Leung; Xin Shen 003; Yiyan Huang (Trans. Mach. Learn. Res., 2022)

Towards Balanced Representation Learning for Credit Policy Evaluation. - Yiyan Huang; Cheuk Hang Leung; Shumin Ma; Zhiri Yuan; Qi Wu 009; Siyi Wang; Dongdong Wang; Zhixiang Huang (AISTATS, 2023)

Datasets for Deep into The Domain Shift. - Zhiri Yuan (IEEE DataPort, 2024)

Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization. - Shumin Ma; Zhiri Yuan; Qi Wu 009; Yiyan Huang; Xixu Hu; Cheuk Hang Leung; Dongdong Wang; Zhixiang Huang (IEEE Trans. Neural Networks Learn. Syst., 2024)