Naiyu Yin
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
ECCV (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
continuous optimization
(2)
causal discovery
(2)
structure learning
(1)
robust statistics
(1)
mutual information
(1)
graph optimization
(1)
structural causal model
(1)
directed acyclic graph
(1)
heteroscedastic noise
(1)
hodge decomposition
(1)
constraint-based method
(1)
adjacency matrix
(1)
dag learning
(1)
dag structure learning
(1)
acyclicity constraint
(1)
insufficient datum
(1)
causal inference
(1)
graph potential function
(1)
bayesian inference
(1)
Papers
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