Qi Wu - RankMe

38 papers A* 8A 2B 1Journal 23Unranked 4

Year	Rank	Type	Title / 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`	Decorr: Environment partitioning for invariant learning and OOD generalization. Neural Networks Yufan Liao, Qi Wu, Yunjin Wu, Xing Yan
2025	J	`jnl`	Demystifying deep credit models in e-commerce lending: An explainable approach to consumer creditworthiness. Knowl. Based Syst. Chaoqun Wang, Yijun Li, Siyi Wang, Qi Wu
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
2025	J	`jnl`	Probabilistic Learning of Multivariate Time Series With Temporal Irregularity. IEEE Trans. Knowl. Data Eng. Yijun Li, Cheuk Hang Leung, 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	—	`conf`	SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization. ECCV (54) Xixu Hu, Runkai Zheng, Jindong Wang, Cheuk Hang Leung, Qi Wu, Xing Xie
2024	J	`jnl`	SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization. CoRR Xixu Hu, Runkai Zheng, Jindong Wang, Cheuk Hang Leung, Qi Wu, Xing Xie
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	A	`conf`	A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection. AISTATS Xiangqian Sun, Cheuk Hang Leung, Yijun Li, Qi Wu
2023	A*	`conf`	DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series. IJCAI Chaoqun Wang, Yijun Li, Xiangqian Sun, Qi Wu, Dongdong Wang, Zhixiang Huang
2023	J	`jnl`	DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series. CoRR Chaoqun Wang, Yijun Li, Xiangqian Sun, Qi Wu, Dongdong Wang, Zhixiang Huang
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`	Invariant Random Forest: Tree-Based Model Solution for OOD Generalization. CoRR Yufan Liao, Qi Wu, Xing Yan
2023	J	`jnl`	Probabilistic Learning of Multivariate Time Series with Temporal Irregularity. CoRR Yijun Li, Cheuk Hang Leung, Qi Wu
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	J	`jnl`	Decorr: Environment Partitioning for Invariant Learning and OOD Generalization. CoRR Yufan Liao, Qi Wu, Xing Yan
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`	Memory-Gated Recurrent Networks. AAAI Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang
2021	—	`conf`	Risk and return prediction for pricing portfolios of non-performing consumer credit. ICAIF Siyi Wang, Xing Yan, Bangqi Zheng, Hu Wang, Wangli Xu, Nanbo Peng, 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	J	`jnl`	Memory-Gated Recurrent Networks. CoRR Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang
2020	J	`jnl`	Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning. CoRR Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu
2020	—	`conf`	Understanding distributional ambiguity via non-robust chance constraint. ICAIF Shumin Ma, Cheuk Hang Leung, Qi Wu, Wei Liu, Nanbo Peng
2019	A*	`conf`	Cross-sectional Learning of Extremal Dependence among Financial Assets. NeurIPS Xing Yan, Qi Wu, Wen Zhang
2019	J	`jnl`	Neural Learning of Online Consumer Credit Risk. CoRR Di Wang, Qi Wu, Wen Zhang
2019	J	`jnl`	Understanding Distributional Ambiguity via Non-robust Chance Constraint. CoRR Qi Wu, Shumin Ma, Cheuk Hang Leung, Wei Liu
2018	A*	`conf`	Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning. NeurIPS Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu
2018	J	`jnl`	Persistence and Procyclicality in Margin Requirements. Manag. Sci. Paul Glasserman, Qi Wu