Tian-Zuo Wang
13 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Champion
(4)
π€
Dynamic Duo
(12)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(62)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Core AI
(9)
Optimization & Theory
(8)
Knowledge & Reasoning
(4)
Learning Types Β· Machine Learning
(4)
Reasoning
(4)
Mathematics & Optimization
(3)
Application Areas
(2)
Core Methods
(2)
Optimization
(2)
Representation
(2)
Deep Learning
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
causal inference
(4)
rehearsal learning
(4)
causal effect
(3)
active learning
(3)
latent confounder
(3)
latent variable
(2)
causal discovery
(2)
markov equivalence class
(2)
causal identification
(2)
maximal ancestral graph
(2)
active intervention
(2)
nonlinear regression
(1)
probabilistic graphical model
(1)
graphical model
(1)
budgeted learning
(1)
identifiability
(1)
closed-form solution
(1)
superlinear convergence
(1)
treatment effect estimation
(1)
sequential decision
(1)
Papers
Avoiding Undesired Future with Sequential Decisions
IJCAI 2025
Enabling Optimal Decisions in Rehearsal Learning under CARE Condition
ICML 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations
AAAI 2025
Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules
ICML 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
NeurIPS 2024
Estimating Possible Causal Effects with Latent Variables via Adjustment
ICML 2023
Rehearsal Learning for Avoiding Undesired Future
NeurIPS 2023
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
NeurIPS 2022
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable
NeurIPS 2021
Budgeted Heterogeneous Treatment Effect Estimation
ICML 2021
Cost-effectively Identifying Causal Effects When Only Response Variable is Observable
ICML 2020