Lu, Wenbin

17 publications

ICLR 2025 Efficient Causal Decision Making with One-Sided Feedback Jianing Chu, Shu Yang, Wenbin Lu, Pulak Ghosh

NeurIPS 2025 Evaluating and Learning Optimal Dynamic Treatment Regimes Under Truncation by Death Sihyung Park, Wenbin Lu, Shu Yang

ICML 2025 Linear Contextual Bandits with Interference Yang Xu, Wenbin Lu, Rui Song

ICML 2025 Off-Policy Evaluation Under Nonignorable Missing Data Han Wang, Yang Xu, Wenbin Lu, Rui Song

NeurIPS 2025 Solving Partial Differential Equations via Radon Neural Operator Wenbin Lu, Yihan Chen, Junnan Xu, Wei Li, Junwei Zhu, Jianwei Zheng

NeurIPSW 2024 A Shadow Variable Approach to Causal Decision Making with One-Sided Feedback Jianing Chu, Shu Yang, Wenbin Lu, Pulak Ghosh

JMLR 2023 Distributed Community Detection in Large Networks Sheng Zhang, Rui Song, Wenbin Lu, Ji Zhu

JMLR 2023 Jump Interval-Learning for Individualized Decision Making with Continuous Treatments Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu

ICML 2023 Multiply Robust Off-Policy Evaluation and Learning Under Truncation by Death Jianing Chu, Shu Yang, Wenbin Lu

ICLR 2021 ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning Hengrui Cai, Rui Song, Wenbin Lu

NeurIPS 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu

AAAI 2020 A New Framework for Online Testing of Heterogeneous Treatment Effect Miao Yu, Wenbin Lu, Rui Song

JMLR 2020 Breaking the Curse of Nonregularity with Subagging --- Inference of the Mean Outcome Under Optimal Treatment Regimes Chengchun Shi, Wenbin Lu, Rui Song

ICML 2020 Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health Liangyu Zhu, Wenbin Lu, Rui Song

ICML 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making Chengchun Shi, Runzhe Wan, Rui Song, Wenbin Lu, Ling Leng

ICML 2020 On Validation and Planning of an Optimal Decision Rule with Application in Healthcare Studies Hengrui Cai, Wenbin Lu, Rui Song

JMLR 2019 Determining the Number of Latent Factors in Statistical Multi-Relational Learning Chengchun Shi, Wenbin Lu, Rui Song