Yiyan Huang

21 papers A* 4A 1B 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A two-stage disentangled and balanced representation learning method for counterfactual regression.
Inf. Sci.
Siyi Wang, Yiyan Huang, Cheuk Hang Leung, Chaoqun Wang, Qi Wu
2026 J jnl
Evaluating Uplift Modeling under Structural Biases: Insights into Metric Stability and Model Robustness.
CoRR
Yuxuan Yang, Dugang Liu, Yiyan Huang
2026 J jnl
Membership Inference for Contrastive Pre-training Models with Text-only PII Queries.
CoRR
Ruoxi Cheng, Yizhong Ding, Hongyi Zhang, Yiyan Huang
2025 A* conf
Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data.
AAAI
Cheuk Hang Leung, Yiyan Huang, Yijun Li, Qi Wu
2025 J jnl
Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data.
CoRR
Cheuk Hang Leung, Yiyan Huang, Yijun Li, Qi Wu
2024 J jnl
DIGNet: Learning Decomposed Patterns in Representation Balancing for Treatment Effect Estimation.
Trans. Mach. Learn. Res.
Yiyan Huang, Siyi Wang, Cheuk Hang Leung, Qi Wu, Dongdong Wang, Zhixiang Huang
2024 J jnl
Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang
2024 A* conf
The Causal Impact of Credit Lines on Spending Distributions.
AAAI
Yijun Li, Cheuk Hang Leung, Xiangqian Sun, Chaoqun Wang, Yiyan Huang, Xing Yan, Qi Wu, Dongdong Wang, Zhixiang Huang
2024 J jnl
Unveiling the Potential of Robustness in Evaluating Causal Inference Models.
CoRR
Yiyan Huang, Cheuk Hang Leung, Siyi Wang, Yijun Li, Qi Wu
2024 A* conf
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators.
NeurIPS
Yiyan Huang, Cheuk Hang Leung, Siyi Wang, Yijun Li, Qi Wu
2023 J jnl
Deep into The Domain Shift: Transfer Learning through Dependence Regularization.
CoRR
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang
2023 J jnl
The Causal Impact of Credit Lines on Spending Distributions.
CoRR
Yijun Li, Cheuk Hang Leung, Xiangqian Sun, Chaoqun Wang, Yiyan Huang, Xing Yan, Qi Wu, Dongdong Wang, Zhixiang Huang
2023 A conf
Towards Balanced Representation Learning for Credit Policy Evaluation.
AISTATS
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Zhiri Yuan, Qi Wu, Siyi Wang, Dongdong Wang, Zhixiang Huang
2022 J jnl
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis.
Trans. Mach. Learn. Res.
Zhiri Yuan, Xixu Hu, Qi Wu, Shumin Ma, Cheuk Hang Leung, Xin Shen, Yiyan Huang
2022 — conf
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information.
PRICAI (2)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
2022 J jnl
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information.
CoRR
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
2022 B conf
Robust Causal Learning for the Estimation of Average Treatment Effects.
IJCNN
Yiyan Huang, Cheuk Hang Leung, Qi Wu, Xing Yan, Shumin Ma, Zhiri Yuan, Dongdong Wang, Zhixiang Huang
2021 J jnl
Higher-Order Orthogonal Causal Learning for Treatment Effect.
CoRR
Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu
2021 A* conf
The Causal Learning of Retail Delinquency.
AAAI
Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu, Nanbo Peng, Dongdong Wang, Zhixiang Huang
2020 — conf
Inquisitive Question Generation for High Level Text Comprehension.
EMNLP (1)
Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li
2020 J jnl
Inquisitive Question Generation for High Level Text Comprehension.
CoRR
Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li