Tian-Zuo Wang

20 papers A* 13A 2Journal 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
Avoiding Undesired Future with Sequential Decisions.
IJCAI
Lue Tao, Tian-Zuo Wang, Yuan Jiang, Zhi-Hua Zhou
2025 A* conf
Enabling Optimal Decisions in Rehearsal Learning under CARE Condition.
ICML
Wen-Bo Du, Hao-Yi Lei, Lue Tao, Tian-Zuo Wang, Zhi-Hua Zhou
2025 J jnl
Estimating possible causal effects with latent variables via adjustment and novel rule orientation.
Artif. Intell.
Tian-Zuo Wang, Lue Tao, Tian Qin, Zhi-Hua Zhou
2025 A* conf
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations.
AAAI
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2025 J jnl
Gradient-based causal discovery with latent variables.
Mach. Learn.
Haotian Ni, Tian-Zuo Wang, Hong Tao, Xiuqi Huang, Chenping Hou
2025 A* conf
Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules.
ICML
Tian-Zuo Wang, Wen-Bo Du, Zhi-Hua Zhou
2025 A* conf
Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models.
ICML
Mingjia Li, Hong Qian, Tian-Zuo Wang, Shujun Li, Min Zhang, Aimin Zhou
2024 A* conf
An Efficient Maximal Ancestral Graph Listing Algorithm.
ICML
Tian-Zuo Wang, Wen-Bo Du, Zhi-Hua Zhou
2024 A* conf
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments.
NeurIPS
Wen-Bo Du, Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2024 J jnl
New Rules for Causal Identification with Background Knowledge.
CoRR
Tian-Zuo Wang, Lue Tao, Zhi-Hua Zhou
2024 J jnl
Tracking treatment effect heterogeneity in evolving environments.
Mach. Learn.
Tian Qin, Long-Fei Li, Tian-Zuo Wang, Zhi-Hua Zhou
2023 A* conf
Estimating Possible Causal Effects with Latent Variables via Adjustment.
ICML
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
2023 A conf
Learning Causal Structure on Mixed Data with Tree-Structured Functional Models.
SDM
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2023 A* conf
Rehearsal Learning for Avoiding Undesired Future.
NeurIPS
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2023 J jnl
Sound and complete causal identification with latent variables given local background knowledge.
Artif. Intell.
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
2022 A* conf
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge.
NeurIPS
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
2021 A* conf
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable.
NeurIPS
Tian-Zuo Wang, Zhi-Hua Zhou
2021 A* conf
Budgeted Heterogeneous Treatment Effect Estimation.
ICML
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2020 A* conf
Cost-effectively Identifying Causal Effects When Only Response Variable is Observable.
ICML
Tian-Zuo Wang, Xi-Zhu Wu, Sheng-Jun Huang, Zhi-Hua Zhou
2019 A conf
Towards Identifying Causal Relation Between Instances and Labels.
SDM
Tian-Zuo Wang, Sheng-Jun Huang, Zhi-Hua Zhou