Xianjie Guo

20 papers A* 3A 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
FedECE: Federated Estimation of Causal Effect Based on Causal Graphical Modeling.
IEEE Trans. Artif. Intell.
Yongsheng Zhao, Kui Yu, Guodu Xiang, Xianjie Guo, Fuyuan Cao
2025 A* conf
Federated Causally Invariant Feature Learning.
AAAI
Xianjie Guo, Kui Yu, Lizhen Cui, Han Yu, Xiaoxiao Li
2025 J jnl
Federated causal structure learning with missing data.
Knowl. Based Syst.
Jiaqi Shi, Xiaoling Huang, Xianjie Guo, Kui Yu, Chengxiang Hu, Peng Zhou
2024 J jnl
Bootstrap-Based Layerwise Refining for Causal Structure Learning.
IEEE Trans. Artif. Intell.
Guodu Xiang, Hao Wang, Kui Yu, Xianjie Guo, Fuyuan Cao, Yukun Song
2024 J jnl
Causal Feature Selection With Dual Correction.
IEEE Trans. Neural Networks Learn. Syst.
Xianjie Guo, Kui Yu, Lin Liu, Fuyuan Cao, Jiuyong Li
2024 A* conf
FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning.
AAAI
Xianjie Guo, Kui Yu, Lin Liu, Jiuyong Li
2024 J jnl
Local causal structure learning with missing data.
Expert Syst. Appl.
Shaojing Sheng, Xianjie Guo, Kui Yu, Xindong Wu
2024 J jnl
Progressive Skeleton Learning for Effective Local-to-Global Causal Structure Learning.
IEEE Trans. Knowl. Data Eng.
Xianjie Guo, Kui Yu, Lin Liu, Jiuyong Li, Jiye Liang, Fuyuan Cao, Xindong Wu
2024 A* conf
Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection.
IJCAI
Xianjie Guo, Kui Yu, Hao Wang, Lizhen Cui, Han Yu, Xiaoxiao Li
2023 J jnl
A novel data enhancement approach to DAG learning with small data samples.
Appl. Intell.
Xiaoling Huang, Xianjie Guo, Yuling Li, Kui Yu
2023 J jnl
Adaptive Skeleton Construction for Accurate DAG Learning.
IEEE Trans. Knowl. Data Eng.
Xianjie Guo, Kui Yu, Lin Liu, Pei-Pei Li, Jiuyong Li
2023 J jnl
Causal Feature Selection in the Presence of Sample Selection Bias.
ACM Trans. Intell. Syst. Technol.
Shuai Yang, Xianjie Guo, Kui Yu, Xiaoling Huang, Tingting Jiang, Jin He, Lichuan Gu
2023 J jnl
Towards Privacy-Aware Causal Structure Learning in Federated Setting.
IEEE Trans. Big Data
Jianli Huang, Xianjie Guo, Kui Yu, Fuyuan Cao, Jiye Liang
2022 A conf
Bootstrap-based Causal Structure Learning.
CIKM
Xianjie Guo, Yujie Wang, Xiaoling Huang, Shuai Yang, Kui Yu
2022 J jnl
Error-aware Markov blanket learning for causal feature selection.
Inf. Sci.
Xianjie Guo, Kui Yu, Fuyuan Cao, Pei-Pei Li, Hao Wang
2022 J jnl
Towards Privacy-Aware Causal Structure Learning in Federated Setting.
CoRR
Jianli Huang, Kui Yu, Xianjie Guo, Fuyuan Cao, Jiye Liang
2021 — conf
Accelerating Learning Bayesian Network Structures by Reducing Redundant CI Tests.
ICBK
Wentao Hu, Shuai Yang, Xianjie Guo, Kui Yu
2021 J jnl
Causality-based Feature Selection: Methods and Evaluations.
ACM Comput. Surv.
Kui Yu, Xianjie Guo, Lin Liu, Jiuyong Li, Hao Wang, Zhaolong Ling, Xindong Wu
2021 — conf
Improving Gradient-based DAG Learning by Structural Asymmetry.
ICBK
Yujie Wang, Shuai Yang, Xianjie Guo, Kui Yu
2019 J jnl
Causality-based Feature Selection: Methods and Evaluations.
CoRR
Kui Yu, Xianjie Guo, Lin Liu, Jiuyong Li, Hao Wang, Zhaolong Ling, Xindong Wu