Qi Wu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Online Consumer

Neural Learning

Memory Capacity

Top Venues

Trans. Mach. Learn. Res.

Publications

Yijun Li, Cheuk Hang Leung, Xiangqian Sun, Chaoqun Wang, Yiyan Huang, Xing Yan, Qi Wu, Dongdong Wang, Zhixiang Huang
The Causal Impact of Credit Lines on Spending Distributions. AAAI (2024)
Yiyan Huang, Siyi Wang, Cheuk Hang Leung, Qi Wu, Dongdong Wang, Zhixiang Huang
DIGNet: Learning Decomposed Patterns in Representation Balancing for Treatment Effect Estimation. Trans. Mach. Learn. Res. 2024 (2024)
Chaoqun Wang, Yijun Li, Xiangqian Sun, Qi Wu, Dongdong Wang, Zhixiang Huang
DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series. IJCAI (2023)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Zhiri Yuan, Qi Wu, Siyi Wang, Dongdong Wang, Zhixiang Huang
Towards Balanced Representation Learning for Credit Policy Evaluation. AISTATS (2023)
Yufan Liao, Qi Wu, Xing Yan
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization. CoRR (2023)
Yiyan Huang, Cheuk Hang Leung, Qi Wu, Xing Yan, Shumin Ma, Zhiri Yuan, Dongdong Wang, Zhixiang Huang
Robust Causal Learning for the Estimation of Average Treatment Effects. IJCNN (2022)
Yufan Liao, Qi Wu, Xing Yan
Decorr: Environment Partitioning for Invariant Learning and OOD Generalization. CoRR (2022)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information. PRICAI (2) (2022)
Zhiri Yuan, Xixu Hu, Qi Wu, Shumin Ma, Cheuk Hang Leung, Xin Shen, Yiyan Huang
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis. Trans. Mach. Learn. Res. 2022 (2022)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information. CoRR (2022)
Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu, Nanbo Peng, Dongdong Wang, Zhixiang Huang
The Causal Learning of Retail Delinquency. AAAI (2021)
Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu
Higher-Order Orthogonal Causal Learning for Treatment Effect. CoRR (2021)
Siyi Wang, Xing Yan, Bangqi Zheng, Hu Wang, Wangli Xu, Nanbo Peng, Qi Wu
Risk and return prediction for pricing portfolios of non-performing consumer credit. ICAIF (2021)
Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang
Memory-Gated Recurrent Networks. AAAI (2021)
Shumin Ma, Cheuk Hang Leung, Qi Wu, Wei Liu, Nanbo Peng
Understanding distributional ambiguity via non-robust chance constraint. ICAIF (2020)
Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning. CoRR (2020)
Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang
Memory-Gated Recurrent Networks. CoRR (2020)
Xiangqian Sun, Xing Yan, Qi Wu
Generative Learning of Heterogeneous Tail Dependence. CoRR (2020)
Qi Wu, Shumin Ma, Cheuk Hang Leung, Wei Liu
Understanding Distributional Ambiguity via Non-robust Chance Constraint. CoRR (2019)
Di Wang, Qi Wu, Wen Zhang
Neural Learning of Online Consumer Credit Risk. CoRR (2019)
Xing Yan, Qi Wu, Wen Zhang
Cross-sectional Learning of Extremal Dependence among Financial Assets. NeurIPS (2019)
Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning. NeurIPS (2018)
Paul Glasserman, Qi Wu
Persistence and Procyclicality in Margin Requirements. Manag. Sci. 64 (12) (2018)