Hao Zou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Policy Evaluation

Quantifier Elimination

Ordinal Regression

Preference Learning

Top Venues

Publications

Wenjing Yang, Haotian Wang, Haoxuan Li, Hao Zou, Ruochun Jin, Kun Kuang, Peng Cui
Your Neighbor Matters: Towards Fair Decisions Under Networked Interference. KDD (2024)
Xingxuan Zhang, Renzhe Xu, Han Yu, Hao Zou, Peng Cui
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization. CVPR (2023)
Jiashuo Liu, Jiayun Wu, Tianyu Wang, Hao Zou, Bo Li, Peng Cui
Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications. CoRR (2023)
Hao Zou, Haotian Wang, Renzhe Xu, Bo Li, Jian Pei, Ye Jun Jian, Peng Cui
Factual Observation Based Heterogeneity Learning for Counterfactual Prediction. CLeaR (2023)
Jie Peng, Hao Zou, Jiashuo Liu, Shaoming Li, Yibao Jiang, Jian Pei, Peng Cui
Offline Policy Evaluation in Large Action Spaces via Outcome-Oriented Action Grouping. WWW (2023)
Yue He, Zimu Wang, Peng Cui, Hao Zou, Yafeng Zhang, Qiang Cui, Yong Jiang
CausPref: Causal Preference Learning for Out-of-Distribution Recommendation. CoRR (2022)
Yue He, Zimu Wang, Peng Cui, Hao Zou, Yafeng Zhang, Qiang Cui, Yong Jiang
CausPref: Causal Preference Learning for Out-of-Distribution Recommendation. WWW (2022)
Kun Kuang, Peng Cui, Hao Zou, Bo Li, Jianrong Tao, Fei Wu, Shiqiang Yang
Data-Driven Variable Decomposition for Treatment Effect Estimation. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Yue He, Peng Cui, Jianxin Ma, Hao Zou, Xiaowei Wang, Hongxia Yang, Philip S. Yu
Learning Stable Graphs from Multiple Environments with Selection Bias. KDD (2020)
Hao Zou, Peng Cui, Bo Li, Zheyan Shen, Jianxin Ma, Hongxia Yang, Yue He
Counterfactual Prediction for Bundle Treatment. NeurIPS (2020)
Zhixiu Liu, Chengxi Zang, Kun Kuang, Hao Zou, Hu Zheng, Peng Cui
Causation-Driven Visualizations for Insurance Recommendation. ICME Workshops (2019)
Hao Zou, Kun Kuang, Boqi Chen, Peixuan Chen, Peng Cui
Focused Context Balancing for Robust Offline Policy Evaluation. KDD (2019)
Qin Wang, Hao Zou, Hailong Yao, Tsung-Yi Ho, Robert Wille, Yici Cai
Physical Co-Design of Flow and Control Layers for Flow-Based Microfluidic Biochips. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (6) (2018)