Xianjie Guo - Publications, H-index & Citations

Xianjie Guo

School of Computer Science

9H指数

21论文数

376被引数

收录论文 8

发表时间

Federated causal structure learning with missing data 联邦因果结构学习与缺失数据

Knowledge-Based Systems

IF7.6

2025-10-10

PREAI

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

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

Local causal structure learning with missing data 缺失数据的局部因果结构学习

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

PREAI

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

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

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

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

Causal Feature Selection in the Presence of Sample Selection Bias 存在样本选择偏差时的因果特征选择

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

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

研究方向