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Guo, Xianjie
4 publications
AAAI
2025
Federated Causally Invariant Feature Learning
Xianjie Guo
,
Kui Yu
,
Lizhen Cui
,
Han Yu
,
Xiaoxiao Li
NeurIPSW
2024
Enhancing Causal Discovery in Federated Settings with Limited Local Samples
Xianjie Guo
,
Liping Yi
,
Xiaohu Wu
,
Kui Yu
,
Gang Wang
AAAI
2024
FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning
Xianjie Guo
,
Kui Yu
,
Lin Liu
,
Jiuyong Li
IJCAI
2024
Sample Quality Heterogeneity-Aware Federated Causal Discovery Through Adaptive Variable Space Selection
Xianjie Guo
,
Kui Yu
,
Hao Wang
,
Lizhen Cui
,
Han Yu
,
Xiaoxiao Li