Naiyu Yin
5 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
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Research topics
Keywords
continuous optimization
(2)
causal discovery
(2)
bayesian inference
(2)
robust statistics
(1)
mutual information
(1)
graph optimization
(1)
structural causal model
(1)
directed acyclic graph
(1)
heteroscedastic noise
(1)
causal graph
(1)
hodge decomposition
(1)
constraint-based method
(1)
adjacency matrix
(1)
dag learning
(1)
dag structure learning
(1)
acyclicity constraint
(1)
insufficient data
(1)
graph potential function
(1)
uncertainty
(1)
prediction
(1)
Papers
CGU-Bayes: Causal Graph Uncertainty-Guided Bayesian Inference for Domain Generalization
CVPR 2026
Effective Causal Discovery under Identifiable Heteroscedastic Noise Model
AAAI 2024
Integrating Markov Blanket Discovery into Causal Representation Learning for Domain Generalization
ECCV 2024
Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data
IJCAI 2022
DAGs with No Curl: An Efficient DAG Structure Learning Approach
ICML 2021