Xianjie Guo - Publications, H-index & Citations

Back

Xianjie Guo

School of Computer Science

9H-index

21Paper Count

376Citation Count

Published Papers 8

Publication Date

Federated causal structure learning with missing data

Knowledge-Based Systems

IF7.6

2025-10-10

PREAI

Jiaqi Shi; Xiaoling Huang; Xianjie Guo; Kui Yu; Chengxiang Hu; Peng Zhou

Save

Progressive Skeleton Learning for Effective Local-to-Global Causal Structure Learning

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Guo, Xianjie; Yu, Kui; Liu, Lin; Li, Jiuyong; Liang, Jiye; Cao, Fuyuan; Wu, Xindong

Save

Local causal structure learning with missing data

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

PREAI

Sheng, Shaojing; Guo, Xianjie; Yu, Kui; Wu, Xindong

Save

Causal Feature Selection With Dual Correction

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Guo, Xianjie; Yu, Kui; Liu, Lin; Cao, Fuyuan; Li, Jiuyong

Save

Adaptive Skeleton Construction for Accurate DAG Learning

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-10-01

PREAI

Guo, Xianjie; Yu, Kui; Liu, Lin; Li, Peipei; Li, Jiuyong

Save

A novel data enhancement approach to DAG learning with small data samples

APPLIED INTELLIGENCE

IF3.5

2023-09-15

PREAI

Huang, Xiaoling; Guo, Xianjie; Li, Yuling; Yu, Kui

Save

Causal Feature Selection in the Presence of Sample Selection Bias

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2023-08-11

PREAI

Yang, Shuai; Guo, Xianjie; Yu, Kui; Huang, Xiaoling; Jiang, Tingting; He, Jin; Gu, Lichuan

Save

Causality-based Feature Selection: Methods and Evaluations

ACM COMPUTING SURVEYS

IF28

2020-09-28

104

PREAI

Yu, Kui; Guo, Xianjie; Liu, Lin; Li, Jiuyong; Wang, Hao; Ling, Zhaolong; Wu, Xindong

Save

Research Directions