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Journal Articles
- 2025
[j4]Tian-Zuo Wang, Lue Tao, Tian Qin, Zhi-Hua Zhou:
Estimating possible causal effects with latent variables via adjustment and novel rule orientation. Artif. Intell. 347: 104387 (2025)- [j3]Haotian Ni, Tian-Zuo Wang, Hong Tao, Xiuqi Huang, Chenping Hou:
Gradient-based causal discovery with latent variables. Mach. Learn. 114(2): 46 (2025) - 2024
- [j2]Tian Qin, Long-Fei Li, Tian-Zuo Wang, Zhi-Hua Zhou:
Tracking treatment effect heterogeneity in evolving environments. Mach. Learn. 113(6): 3653-3673 (2024) - 2023
- [j1]Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou:
Sound and complete causal identification with latent variables given local background knowledge. Artif. Intell. 322: 103964 (2023)
Conference and Workshop Papers
- 2025
- [c12]Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou:
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations. AAAI 2025: 26859-26867 - [c11]Lue Tao, Tian-Zuo Wang, Yuan Jiang, Zhi-Hua Zhou:
Avoiding Undesired Future with Sequential Decisions. IJCAI 2025: 6245-6253 - 2024
- [c10]Tian-Zuo Wang, Wen-Bo Du, Zhi-Hua Zhou:
An Efficient Maximal Ancestral Graph Listing Algorithm. ICML 2024 - [c9]Wen-Bo Du, Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou:
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments. NeurIPS 2024 - 2023
- [c8]Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou:
Estimating Possible Causal Effects with Latent Variables via Adjustment. ICML 2023: 36308-36335 - [c7]Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou:
Rehearsal Learning for Avoiding Undesired Future. NeurIPS 2023 - [c6]Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou:
Learning Causal Structure on Mixed Data with Tree-Structured Functional Models. SDM 2023: 613-621 - 2022
- [c5]Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou:
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge. NeurIPS 2022 - 2021
- [c4]Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou:
Budgeted Heterogeneous Treatment Effect Estimation. ICML 2021: 8693-8702 - [c3]Tian-Zuo Wang, Zhi-Hua Zhou:
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable. NeurIPS 2021: 15007-15018 - 2020
- [c2]Tian-Zuo Wang, Xi-Zhu Wu, Sheng-Jun Huang, Zhi-Hua Zhou:
Cost-effectively Identifying Causal Effects When Only Response Variable is Observable. ICML 2020: 10060-10069 - 2019
- [c1]Tian-Zuo Wang
, Sheng-Jun Huang, Zhi-Hua Zhou:
Towards Identifying Causal Relation Between Instances and Labels. SDM 2019: 289-297
Informal and Other Publications
- 2024
- [i1]Tian-Zuo Wang, Lue Tao, Zhi-Hua Zhou:
New Rules for Causal Identification with Background Knowledge. CoRR abs/2407.15259 (2024)
Coauthor Index
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