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Guo, Xianjie
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1

Local causal structure learning with missing data:

Sheng, Shaojing ; Guo, Xianjie ; Yu, Kui.
Expert Systems with Applications.  238 (2024)  - p. 121831 , 2024
Link: https://doi.org/10.1016/..
 
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2

Causal Feature Selection With Dual Correction:

Guo, Xianjie ; Yu, Kui ; Liu, Lin..
IEEE Transactions on Neural Networks and Learning Systems.  35 (2024)  1 - p. 938-951 , 2024
Link: https://doi.org/10.1109/..
 
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3

Bootstrap-Based Layerwise Refining for Causal Structure Lea..:

Xiang, Guodu ; Wang, Hao ; Yu, Kui...
IEEE Transactions on Artificial Intelligence.  5 (2024)  6 - p. 2708-2722 , 2024
Link: https://doi.org/10.1109/..
 
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4

Adaptive Skeleton Construction for Accurate DAG Learning:

Guo, Xianjie ; Yu, Kui ; Liu, Lin..
IEEE Transactions on Knowledge and Data Engineering.  35 (2023)  10 - p. 10526-10539 , 2023
Link: https://doi.org/10.1109/..
 
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5

A novel data enhancement approach to DAG learning with smal..:

Huang, Xiaoling ; Guo, Xianjie ; Li, Yuling.
Applied Intelligence.  53 (2023)  22 - p. 27589-27607 , 2023
Link: https://doi.org/10.1007/..
 
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6

Towards Privacy-Aware Causal Structure Learning in Federate..:

Huang, Jianli ; Guo, Xianjie ; Yu, Kui..
IEEE Transactions on Big Data.  9 (2023)  6 - p. 1525-1535 , 2023
Link: https://doi.org/10.1109/..
 
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7

Causal Feature Selection in the Presence of Sample Selectio..:

Yang, Shuai ; Guo, Xianjie ; Yu, Kui...
ACM Transactions on Intelligent Systems and Technology.  14 (2023)  5 - p. 1-18 , 2023
Link: https://doi.org/10.1145/..
 
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8

Bootstrap-based Causal Structure Learning:

, In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management,
Guo, Xianjie ; Wang, Yujie ; Huang, Xiaoling.. - p. 656-665 , 2022
Link: https://dl.acm.org/doi/1..
 
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9

Error-aware Markov blanket learning for causal feature sele..:

Guo, Xianjie ; Yu, Kui ; Cao, Fuyuan..
Information Sciences.  589 (2022)  - p. 849-877 , 2022
Link: https://doi.org/10.1016/..
 
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10

Causality-based Feature Selection : Methods and Evaluati..:

Yu, Kui ; Guo, Xianjie ; Liu, Lin...
ACM Computing Surveys (CSUR).  53 (2020)  5 - p. 1-36 , 2020
Link: https://dl.acm.org/doi/1..
 
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11

Causality-based Feature Selection: Methods and Evaluations:

Yu, Kui ; Guo, Xianjie ; Liu, Lin...
ACM Computing Surveys.  53 (2020)  5 - p. 1-36 , 2020
Link: https://doi.org/10.1145/..
 
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12

Hierarchical nanostructured 3D flowerlike BiOX particles wi..:

Song, Jinling ; Wang, Baoying ; Guo, Xianjie..
Journal of Nanoparticle Research.  18 (2016)  8 - p. , 2016
Link: https://doi.org/10.1007/..
 
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13

Towards Privacy-Aware Causal Structure Learning in Federate..:

Huang, Jianli ; Guo, Xianjie ; Yu, Kui..
http://arxiv.org/abs/2211.06919.  , 2022
Link: http://arxiv.org/abs/221..
 
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14

Causality-based Feature Selection: Methods and Evaluations:

Yu, Kui ; Guo, Xianjie ; Liu, Lin...
http://arxiv.org/abs/1911.07147.  , 2019
Link: http://arxiv.org/abs/191..
 
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15

Adaptive Predefined-Time Attitude Stabilization Control of ..:

Ding, Meng ; Wu, Hailei ; Zheng, Xianjie.
IEEE Transactions on Circuits and Systems II: Express Briefs.  71 (2024)  2 - p. 647-651 , 2024
Link: https://doi.org/10.1109/..
 
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