Yin, Naiyu

5 publications

AAAI 2024 Effective Causal Discovery Under Identifiable Heteroscedastic Noise Model Naiyu Yin, Tian Gao, Yue Yu, Qiang Ji

ECCV 2024 Integrating Markov Blanket Discovery into Causal Representation Learning for Domain Generalization Naiyu Yin, Hanjing Wang, Yue Yu, Tian Gao, Amit Dhurandhar, Qiang Ji

NeurIPSW 2023 Causal Markov Blanket Representation Learning for Out-of-Distribution Generalization Naiyu Yin, Hanjing Wang, Tian Gao, Amit Dhurandhar, Qiang Ji

IJCAI 2022 Empirical Bayesian Approaches for Robust Constraint-Based Causal Discovery Under Insufficient Data Zijun Cui, Naiyu Yin, Yuru Wang, Qiang Ji

ICML 2021 DAGs with No Curl: An Efficient DAG Structure Learning Approach Yue Yu, Tian Gao, Naiyu Yin, Qiang Ji