Huiyuan Wang
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
Conferences
ICML (3)
COLT (1)
NIPS (1)
Top co-authors
Keywords
heterogeneous treatment effect
(2)
unmeasured confounding
(2)
causal inference
(2)
neighbor aggregation
(1)
conditional average treatment effect
(1)
average treatment effect
(1)
tree-based method
(1)
causal tree
(1)
confounding entropy
(1)
federated learning
(1)
weighted m-estimator
(1)
gradient boosting
(1)
minimax optimal
(1)
Papers
Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
ICML 2024
A Statistical Theory of Regularization-Based Continual Learning
ICML 2024
The Aggregation–Heterogeneity Trade-off in Federated Learning
COLT 2023
Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
ICML 2023
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
NIPS 2022