Robust and Secure Image Fingerprinting Learned by Neural Network. - Yuenan Li 001; Dongdong Wang 005; Linlin Tang (IEEE Trans. Circuits Syst. Video Technol., 2020)

The Causal Learning of Retail Delinquency. - Yiyan Huang; Cheuk Hang Leung; Xing Yan; Qi Wu 009; Nanbo Peng; Dongdong Wang 005; Zhixiang Huang (AAAI, 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 005; 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 005; Zhixiang Huang (PRICAI (2), 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 005; Zhixiang Huang (AISTATS, 2023)

DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series. - Chaoqun Wang 007; Yijun Li 005; Xiangqian Sun; Qi Wu 009; Dongdong Wang 005; Zhixiang Huang (IJCAI, 2023)

UTBoost: A Tree-boosting based System for Uplift Modeling. - Junjie Gao; Xiangyu Zheng; Dongdong Wang 005; Zhixiang Huang; Bangqi Zheng; Kai Yang (CoRR, 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 005; Zhixiang Huang (AAAI, 2024)

UTBoost: Gradient Boosted Decision Trees for Uplift Modeling. - Junjie Gao; Xiangyu Zheng; Dongdong Wang 005; Zhixiang Huang; Bangqi Zheng (PRICAI (1), 2024)

DIGNet: Learning Decomposed Patterns in Representation Balancing for Treatment Effect Estimation. - Yiyan Huang; Siyi Wang; Cheuk Hang Leung; Qi Wu 009; Dongdong Wang 005; 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 005; Zhixiang Huang (IEEE Trans. Neural Networks Learn. Syst., 2024)