| 2026 | AAAI | Detecting Unobserved Confounders: A Kernelized Regression Approach. | Yikai Chen, Yunxin Mao, Chunyuan Zheng, Hao Zou, Shanzhi Gu, Shixuan Liu, Yang Shi, Wenjing Yang, Kun Kuang, Haotian Wang |
| 2026 | AAAI | Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents. | Xinpeng Lv, Chunyuan Zheng, Yunxin Mao, Renzhe Xu, Hao Zou, Shanzhi Gu, Liyang Xu, Huan Chen, Yuanlong Chen, Wenjing Yang, Haotian Wang |
| 2026 | AAAI | Uplift Modeling with Delayed Feedback: Identifiability and Algorithms. | Chunyuan Zheng, Anpeng Wu, Chuan Zhou, Taojun Hu, Qingying Chen, Hongyi Liu, Chenxi Li, Huiyou Jiang, Haoxuan Li, Zhouchen Lin |
| 2026 | AAAI | Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation. | Chunyuan Zheng, Haocheng Yang, Jinkun Chen, Shufeng Zhang, Tianyu Xia |
| 2026 | CHI | Sci-Fi Spark: A Human-AI Co-Creation System for Science Fiction Ideation. | Zhaojun Jiang, Wengteng Cheang, Xuanpei Xu, Haoyu Zuo, Chunyuan Zheng, Liuqing Chen |
| 2026 | CHI | RECALLbot: Designing Agentic Memory and Reciprocal Disclosure for Human-Chatbot Relationships. | Zhaojun Jiang, Chunyuan Zheng, Hongyi Chen, Liuqing Chen |
| 2026 | SIGIR | Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function. | Xiang Li, Yanghao Xiao, Chunyuan Zheng, Qian Zou, Cheng Bing, Wei Lin, Haoxuan Li, Zhouchen Lin |
| 2026 | SIGIR | User Activity Modeling under Inflated Distribution. | Xiang Li, Zhao-Yu Zhang, Chunyuan Zheng, Qingying Chen, Huiyou Jiang, Haoxuan Li, Zhouchen Lin |
| 2026 | SIGIR | Hierarchical Denoising Entire Space Multi-Task Model for Post-Click Conversion Rate Prediction with Noisy Labels. | Yan Lyu, Haoxuan Li, Tianyu Xia, Xiang Li, Xiangnan Feng, Chunyuan Zheng, Xiao-Hua Zhou |
| 2025 | AAAI | HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units. | Guorui Liao, Chunyuan Zheng, Li Cheng, Haoyu Xie, Shanshan Huang, Jun Liao, Haoxuan Li, Li Liu |
| 2025 | AAAI | Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition. | Haoyu Xie, Haoxuan Li, Chunyuan Zheng, Haonan Yuan, Guorui Liao, Jun Liao, Li Liu |
| 2025 | CVPR | Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction. | Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Mingyuan Ge, Wei Gao, Lei Wang, Li Liu |
| 2025 | CVPR | Visual Representation Learning through Causal Intervention for Controllable Image Editing. | Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Lei Wang, Guorui Liao, Zhili Gong, Huayi Yang, Li Liu |
| 2025 | KDD | Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples Augmentation. | Lei Wang, Shanshan Huang, Chunyuan Zheng, Jun Liao, Xiaofei Zhu, Haoxuan Li, Li Liu |
| 2025 | KDD | Classifying Treatment Responders: Bounds and Algorithms. | Anpeng Wu, Haoxuan Li, Chunyuan Zheng, Kun Kuang, Kun Zhang |
| 2025 | KDD | A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding. | Chuan Zhou, Yaxuan Li, Chunyuan Zheng, Haiteng Zhang, Min Zhang, Haoxuan Li, Mingming Gong |
| 2025 | WWW | CAP: Causal Air Quality Index Prediction Under Interference with Unmeasured Confounding. | Huayi Yang, Chunyuan Zheng, Guorui Liao, Shanshan Huang, Jun Liao, Zhili Gong, Haoxuan Li, Li Liu |
| 2025 | SIGIR | Adaptive Structure Learning with Partial Parameter Sharing for Post-Click Conversion Rate Prediction. | Chunyuan Zheng, Hang Pan, Yang Zhang, Haoxuan Li |
| 2024 | CoRL | Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation. | Vivek Myers, Chunyuan Zheng, Oier Mees, Kuan Fang, Sergey Levine |
| 2024 | ICDE | Uncovering the Propensity Identification Problem in Debiased Recommendations. | Honglei Zhang, Shuyi Wang, Haoxuan Li, Chunyuan Zheng, Xu Chen, Li Liu, Shanshan Luo, Peng Wu |
| 2024 | ICDM | UMVUE-DR: Uniformly Minimum Variance Unbiased Doubly Robust Learning with Reduced Bias and Variance for Debiased Recommendation. | Chunyuan Zheng, Taojun Hu, Chuan Zhou, Xiao-Hua Zhou |
| 2024 | ICLR | Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. | Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He |
| 2024 | ICLR | Debiased Collaborative Filtering with Kernel-Based Causal Balancing. | Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui |
| 2024 | ICML | Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering. | Haoxuan Li, Chunyuan Zheng, Shuyi Wang, Kunhan Wu, Eric Hao Wang, Peng Wu, Zhi Geng, Xu Chen, Xiao-Hua Zhou |
| 2024 | KDD | Debiased Recommendation with Noisy Feedback. | Haoxuan Li, Chunyuan Zheng, Wenjie Wang, Hao Wang, Fuli Feng, Xiao-Hua Zhou |
| 2024 | UIST | X-Hair: 3D Printing Hair-like Structures with Multi-form, Multi-property and Multi-function. | Guanyun Wang, Junzhe Ji, Yunkai Xu, Lei Ren, Xiaoyang Wu, Chunyuan Zheng, Xiaojing Zhou, Xin Tang, Boyu Feng, Lingyun Sun, Ye Tao, Jiaji Li |
| 2023 | ICLR | TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations. | Haoxuan Li, Yan Lyu, Chunyuan Zheng, Peng Wu |
| 2023 | ICLR | StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random. | Haoxuan Li, Chunyuan Zheng, Peng Wu |
| 2023 | ICML | Propensity Matters: Measuring and Enhancing Balancing for Recommendation. | Haoxuan Li, Yanghao Xiao, Chunyuan Zheng, Peng Wu, Peng Cui |
| 2023 | ICML | Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. | Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu |
| 2023 | KDD | Who Should Be Given Incentives? Counterfactual Optimal Treatment Regimes Learning for Recommendation. | Haoxuan Li, Chunyuan Zheng, Peng Wu, Kun Kuang, Yue Liu, Peng Cui |
| 2023 | RecSys | ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. | Haoxuan Li, Taojun Hu, Zetong Xiong, Chunyuan Zheng, Fuli Feng, Xiangnan He, Xiao-Hua Zhou |
| 2023 | WWW | Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations. | Haoxuan Li, Yanghao Xiao, Chunyuan Zheng, Peng Wu |