Tian-Zuo Wang
13 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (8)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🤝
Dynamic Duo
(12)
⚡
Prolific Year
(5)
🔥
Unstoppable
(6)
💎
Century Club
(13)
Conferences
ICML (7)
NIPS (4)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(4)
rehearsal learning
(3)
causal effect
(3)
active learning
(3)
latent variable
(2)
latent confounder
(2)
causal discovery
(2)
active intervention
(2)
causal identification
(2)
nonlinear regression
(1)
budgeted learning
(1)
probabilistic graphical model
(1)
normalizing flow
(1)
causal effect identification
(1)
directed acyclic graph
(1)
graphical model
(1)
causal intervention
(1)
non-stationary environment
(1)
sequential decision
(1)
treatment effect estimation
(1)
Papers
Enabling Optimal Decisions in Rehearsal Learning under CARE Condition
ICML 2025
Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules
ICML 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations
AAAI 2025
Avoiding Undesired Future with Sequential Decisions
IJCAI 2025
Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models
ICML 2025
An Efficient Maximal Ancestral Graph Listing Algorithm
ICML 2024
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
NIPS 2024
Rehearsal Learning for Avoiding Undesired Future
NIPS 2023
Estimating Possible Causal Effects with Latent Variables via Adjustment
ICML 2023
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
NIPS 2022
Budgeted Heterogeneous Treatment Effect Estimation
ICML 2021
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable
NIPS 2021
Cost-effectively Identifying Causal Effects When Only Response Variable is Observable
ICML 2020