Inquisitive Question Generation for High Level Text Comprehension. - Wei-Jen Ko; Te-Yuan Chen; Yiyan Huang; Greg Durrett; Junyi Jessy Li (EMNLP (1), 2020)

The Causal Learning of Retail Delinquency. - Yiyan Huang; Cheuk Hang Leung; Xing Yan; Qi Wu 009; Nanbo Peng; Dongdong Wang; Zhixiang Huang (AAAI, 2021)

Higher-Order Orthogonal Causal Learning for Treatment Effect. - Yiyan Huang; Cheuk Hang Leung; Xing Yan; Qi Wu 009 (CoRR, 2021)

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)

Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information. - Yiyan Huang; Cheuk Hang Leung; Shumin Ma; Qi Wu 009; Dongdong Wang; Zhixiang Huang (PRICAI (2), 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)

The Causal Impact of Credit Lines on Spending Distributions. - Yijun Li 005; Cheuk Hang Leung; Xiangqian Sun; Chaoqun Wang 007; Yiyan Huang; Xing Yan; Qi Wu 009; Dongdong Wang; Zhixiang Huang (AAAI, 2024)

Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators. - Yiyan Huang; Cheuk Hang Leung; Siyi Wang; Yijun Li 005; Qi Wu 009 (NeurIPS, 2024)

Unveiling the Potential of Robustness in Evaluating Causal Inference Models. - Yiyan Huang; Cheuk Hang Leung; Siyi Wang; Yijun Li 005; Qi Wu 009 (CoRR, 2024)

DIGNet: Learning Decomposed Patterns in Representation Balancing for Treatment Effect Estimation. - Yiyan Huang; Siyi Wang; Cheuk Hang Leung; Qi Wu 009; Dongdong Wang; Zhixiang Huang (Trans. Mach. Learn. Res., 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)

Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data. - Cheuk Hang Leung; Yiyan Huang; Yijun Li 005; Qi Wu 009 (AAAI, 2025)