Wang, Tian-Zuo

16 publications

IJCAI 2025 Avoiding Undesired Future with Sequential Decisions Lue Tao, Tian-Zuo Wang, Yuan Jiang, Zhi-Hua Zhou

ICML 2025 Enabling Optimal Decisions in Rehearsal Learning Under CARE Condition Wen-Bo Du, Hao-Yi Lei, Lue Tao, Tian-Zuo Wang, Zhi-Hua Zhou

MLJ 2025 Gradient-Based Causal Discovery with Latent Variables Haotian Ni, Tian-Zuo Wang, Hong Tao, Xiuqi Huang, Chenping Hou

AAAI 2025 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

ICML 2025 Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules Tian-Zuo Wang, Wen-Bo Du, Zhi-Hua Zhou

ICML 2025 Strong and Weak Identifiability of Optimization-Based Causal Discovery in Non-Linear Additive Noise Models Mingjia Li, Hong Qian, Tian-Zuo Wang, Shujun Li, Min Zhang, Aimin Zhou

NeurIPS 2025 Variance-Reduced Long-Term Rehearsal Learning with Quadratic Programming Reformulation Wen-Bo Du, Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

ICML 2024 An Efficient Maximal Ancestral Graph Listing Algorithm Tian-Zuo Wang, Wen-Bo Du, Zhi-Hua Zhou

NeurIPS 2024 Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments Wen-Bo Du, Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

MLJ 2024 Tracking Treatment Effect Heterogeneity in Evolving Environments Tian Qin, Long-Fei Li, Tian-Zuo Wang, Zhi-Hua Zhou

ICML 2023 Estimating Possible Causal Effects with Latent Variables via Adjustment Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou

NeurIPS 2023 Rehearsal Learning for Avoiding Undesired Future Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

NeurIPS 2022 Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou

NeurIPS 2021 Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable Tian-Zuo Wang, Zhi-Hua Zhou

ICML 2021 Budgeted Heterogeneous Treatment Effect Estimation Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

ICML 2020 Cost-Effectively Identifying Causal Effects When Only Response Variable Is Observable Tian-Zuo Wang, Xi-Zhu Wu, Sheng-Jun Huang, Zhi-Hua Zhou