Tian-Zuo Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Background Knowledge

Causal Relationships

Controlled Environment

Top Venues

Publications

Tian-Zuo Wang, Lue Tao, Zhi-Hua Zhou
New Rules for Causal Identification with Background Knowledge. CoRR (2024)
Tian Qin, Long-Fei Li, Tian-Zuo Wang, Zhi-Hua Zhou
Tracking treatment effect heterogeneity in evolving environments. Mach. Learn. 113 (6) (2024)
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
Sound and complete causal identification with latent variables given local background knowledge. Artif. Intell. 322 (2023)
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
Learning Causal Structure on Mixed Data with Tree-Structured Functional Models. SDM (2023)
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
Rehearsal Learning for Avoiding Undesired Future. NeurIPS (2023)
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
Estimating Possible Causal Effects with Latent Variables via Adjustment. ICML (2023)
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge. NeurIPS (2022)
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
Budgeted Heterogeneous Treatment Effect Estimation. ICML (2021)
Tian-Zuo Wang, Zhi-Hua Zhou
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable. NeurIPS (2021)
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)
Tian-Zuo Wang, Sheng-Jun Huang, Zhi-Hua Zhou
Towards Identifying Causal Relation Between Instances and Labels. SDM (2019)