Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random. - Haoxuan Li 001; Chunyuan Zheng 001; Xiao-Hua Zhou; Peng Wu 012 (CoRR, 2022)

TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations. - Haoxuan Li 001; Yan Lyu; Chunyuan Zheng 001; Peng Wu 012 (ICLR, 2023)

StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random. - Haoxuan Li 001; Chunyuan Zheng 001; Peng Wu 012 (ICLR, 2023)

Propensity Matters: Measuring and Enhancing Balancing for Recommendation. - Haoxuan Li 001; Yanghao Xiao; Chunyuan Zheng 001; Peng Wu 012; Peng Cui 001 (ICML, 2023)

Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. - Haoxuan Li 001; Chunyuan Zheng 001; Yixiao Cao; Zhi Geng; Yue Liu; Peng Wu 012 (ICML, 2023)

Who Should Be Given Incentives? Counterfactual Optimal Treatment Regimes Learning for Recommendation. - Haoxuan Li 001; Chunyuan Zheng 001; Peng Wu 012; Kun Kuang; Yue Liu; Peng Cui 001 (KDD, 2023)

Pareto Invariant Representation Learning for Multimedia Recommendation. - Shanshan Huang 004; Haoxuan Li 001; Qingsong Li; Chunyuan Zheng 001; Li Liu 001 (ACM Multimedia, 2023)

Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach. - Haoxuan Li 001; Kunhan Wu; Chunyuan Zheng 001; Yanghao Xiao; Hao Wang 049; Zhi Geng; Fuli Feng; Xiangnan He 001; Peng Wu 012 (NeurIPS, 2023)

ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. - Haoxuan Li 001; Taojun Hu; Zetong Xiong; Chunyuan Zheng 001; Fuli Feng; Xiangnan He 001; Xiao-Hua Zhou (RecSys, 2023)

Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations. - Haoxuan Li 001; Yanghao Xiao; Chunyuan Zheng 001; Peng Wu 012 (WWW, 2023)

Uncovering the Propensity Identification Problem in Debiased Recommendations. - Honglei Zhang; Shuyi Wang; Haoxuan Li 001; Chunyuan Zheng 001; Xu Chen 017; Li Liu 001; Shanshan Luo; Peng Wu 012 (ICDE, 2024)

UMVUE-DR: Uniformly Minimum Variance Unbiased Doubly Robust Learning with Reduced Bias and Variance for Debiased Recommendation. - Chunyuan Zheng 001; Taojun Hu; Chuan Zhou 013; Xiao-Hua Zhou (ICDM (Workshops), 2024)

Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. - Haoxuan Li 001; Chunyuan Zheng 001; Sihao Ding 003; Peng Wu 012; Zhi Geng; Fuli Feng; Xiangnan He 001 (ICLR, 2024)

Debiased Collaborative Filtering with Kernel-Based Causal Balancing. - Haoxuan Li 001; Chunyuan Zheng 001; Yanghao Xiao; Peng Wu 012; Zhi Geng; Xu Chen 017; Peng Cui 001 (ICLR, 2024)

Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering. - Haoxuan Li 001; Chunyuan Zheng 001; Shuyi Wang; Kunhan Wu; Eric Hao Wang; Peng Wu 012; Zhi Geng; Xu Chen 017; Xiao-Hua Zhou (ICML, 2024)

Debiased Recommendation with Noisy Feedback. - Haoxuan Li 001; Chunyuan Zheng 001; Wenjie Wang 007; Hao Wang 049; Fuli Feng; Xiao-Hua Zhou (KDD, 2024)

HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units. - Guorui Liao; Chunyuan Zheng 001; Li Cheng 001; Haoyu Xie; Shanshan Huang 004; Jun Liao 001; Haoxuan Li 001; Li Liu 001 (AAAI, 2025)

Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction. - Shanshan Huang 004; Haoxuan Li 001; Chunyuan Zheng 001; Mingyuan Ge; Wei Gao; Lei Wang 197; Li Liu 001 (CVPR, 2025)

Visual Representation Learning through Causal Intervention for Controllable Image Editing. - Shanshan Huang 004; Haoxuan Li 001; Chunyuan Zheng 001; Lei Wang 197; Guorui Liao; Zhili Gong; Huayi Yang; Li Liu 001 (CVPR, 2025)

Classifying Treatment Responders: Bounds and Algorithms. - Anpeng Wu; Haoxuan Li 001; Chunyuan Zheng 001; Kun Kuang; Kun Zhang 001 (KDD (1), 2025)

A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding. - Chuan Zhou 013; Yaxuan Li 002; Chunyuan Zheng 001; Haiteng Zhang; Min Zhang 005; Haoxuan Li 001; Mingming Gong (KDD (1), 2025)

Adaptive Structure Learning with Partial Parameter Sharing for Post-Click Conversion Rate Prediction. - Chunyuan Zheng 001; Hang Pan 006; Yang Zhang 072; Haoxuan Li 001 (SIGIR, 2025)

CAP: Causal Air Quality Index Prediction Under Interference with Unmeasured Confounding. - Huayi Yang; Chunyuan Zheng 001; Guorui Liao; Shanshan Huang 004; Jun Liao 001; Zhili Gong; Haoxuan Li 001; Li Liu 001 (WWW, 2025)

Learning Counterfactual Outcomes Under Rank Preservation. - Peng Wu 012; Haoxuan Li 001; Chunyuan Zheng 001; Yan Zeng 002; Jiawei Chen; Yang Liu 018; Ruocheng Guo; Kun Zhang 001 (CoRR, 2025)