Zhaolong Ling

37 papers A* 4B 1Journal 32
YearRankTypeTitle / Venue / Authors
2025 J jnl
Causal Discovery Using Weight-Based Conditional Independence Test.
ACM Trans. Knowl. Discov. Data
Zhaolong Ling, Bo Li, Yiwen Zhang, Peng Zhou, Xingyu Wu, Yuee Huang, Kui Yu, Xindong Wu
2025 J jnl
Causal Feature Selection With Imbalanced Data.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Bingbing Jiang, Kui Yu, Xindong Wu
2025 J jnl
Confidence-aware iterative training for cross-lingual entity alignment.
Eng. Appl. Artif. Intell.
Fan Ye, Yu Zeng, Zhangling Duan, Zhaolong Ling, Yun Yang
2025 J jnl
Fair Clustering Ensemble With Equal Cluster Capacity.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Zhou, Rongwen Li, Zhaolong Ling, Liang Du, Xinwang Liu
2025 J jnl
Fair streaming feature selection.
Neurocomputing
Zhangling Duan, Tianci Li, Zhaolong Ling, Xingyu Wu, Jingye Yang, Zhaohong Jia
2025 A* conf
Gradient-based Causal Feature Selection.
IJCAI
Zhaolong Ling, Mengxiang Guo, Xingyu Wu, Debo Cheng, Peng Zhou, Tianci Li, Zhangling Duan
2025 A* conf
Hybrid Local Causal Discovery.
IJCAI
Zhaolong Ling, Honghui Peng, Yiwen Zhang, Debo Cheng, Xingyu Wu, Peng Zhou, Kui Yu
2025 J jnl
Label-Aware Causal Feature Selection.
IEEE Trans. Knowl. Data Eng.
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
2025 A* conf
Local Causal Discovery Without Causal Sufficiency.
AAAI
Zhaolong Ling, Jiale Yu, Yiwen Zhang, Debo Cheng, Peng Zhou, Xingyu Wu, Bingbing Jiang, Kui Yu
2025 J jnl
Multi-view contrastive and cluster-guided learning for author name disambiguation.
Expert Syst. Appl.
Fan Ye, Zong Xia, Zhaolong Ling, Le Wu
2025 J jnl
Online Distributed Heterogeneous Streaming Feature Selection.
ACM Trans. Intell. Syst. Technol.
Peng Zhou, Huiqi Deng, Yunyun Zhang, Zhaolong Ling, Xindong Wu
2025 J jnl
Online Stable Streaming Feature Selection via Feature Aggregation.
ACM Trans. Knowl. Discov. Data
Peng Zhou, Qi Wang, Yunyun Zhang, Zhaolong Ling, Shu Zhao, Xindong Wu
2025 J jnl
Quaternary converter based balanced graph contrastive learning for recommendation.
Appl. Soft Comput.
Fan Ye, Hongwei Li, Zhangling Duan, Zhaolong Ling
2024 J jnl
Fair Feature Selection: A Causal Perspective.
ACM Trans. Knowl. Discov. Data
Zhaolong Ling, Enqi Xu, Peng Zhou, Liang Du, Kui Yu, Xindong Wu
2024 J jnl
Fair Streaming Feature Selection.
CoRR
Zhangling Duan, Tianci Li, Xingyu Wu, Zhaolong Ling, Jingye Yang, Zhaohong Jia
2024 J jnl
Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning.
ACM Trans. Knowl. Discov. Data
Kui Yu, Zhaolong Ling, Lin Liu, Peipei Li, Hao Wang, Jiuyong Li
2024 J jnl
Hybrid Local Causal Discovery.
CoRR
Zhaolong Ling, Honghui Peng, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
2024 B conf
Multi-View Semi-Supervised Feature Selection with Graph Convolutional Networks.
IJCNN
Zihao Xu, Chenglong Zhang, Zhaolong Ling, Peng Zhou, Yan Zhong, Li Li, Han Zhang, Weiguo Sheng, Bingbing Jiang
2024 J jnl
Nonlinear learning method for local causal structures.
Inf. Sci.
Xingyu Wu, Yan Zhong, Zhaolong Ling, Jie Yang, Li Li, Weiguo Sheng, Bingbing Jiang
2024 J jnl
Online Heterogeneous Streaming Feature Selection Without Feature Type Information.
IEEE Trans. Big Data
Peng Zhou, Yunyun Zhang, Zhaolong Ling, Yuanting Yan, Shu Zhao, Xindong Wu
2024 J jnl
Partial Clustering Ensemble.
IEEE Trans. Knowl. Data Eng.
Peng Zhou, Liang Du, Xinwang Liu, Zhaolong Ling, Xia Ji, Xuejun Li, Yi-Dong Shen
2024 A* conf
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion.
ACM Multimedia
Chenglong Zhang, Xinyan Liang, Peng Zhou, Zhaolong Ling, Yingwei Zhang, Xingyu Wu, Weiguo Sheng, Bingbing Jiang
2023 J jnl
A Light Causal Feature Selection Approach to High-Dimensional Data.
IEEE Trans. Knowl. Data Eng.
Zhaolong Ling, Ying Li, Yiwen Zhang, Kui Yu, Peng Zhou, Bo Li, Xindong Wu
2023 J jnl
Causal Feature Selection With Efficient Spouses Discovery.
IEEE Trans. Big Data
Zhaolong Ling, Bo Li, Yiwen Zhang, Qingren Wang, Kui Yu, Xindong Wu
2023 J jnl
Fair Causal Feature Selection.
CoRR
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
2023 J jnl
Online Markov Blanket Learning for High-Dimensional Data.
Appl. Intell.
Zhaolong Ling, Bo Li, Yiwen Zhang, Ying Li, Haifeng Ling
2023 J jnl
Online Markov Blanket Learning with Group Structure.
Intell. Autom. Soft Comput.
Bo Li, Zhaolong Ling, Yiwen Zhang, Yong Zhou, Yimin Hu, Haifeng Ling
2022 J jnl
Causal learner: A toolbox for causal structure and Markov blanket learning.
Pattern Recognit. Lett.
Zhaolong Ling, Kui Yu, Yiwen Zhang, Lin Liu, Jiuyong Li
2022 J jnl
PSL: An Algorithm for Partial Bayesian Network Structure Learning.
ACM Trans. Knowl. Discov. Data
Zhaolong Ling, Kui Yu, Lin Liu, Jiuyong Li, Yiwen Zhang, Xindong Wu
2021 J jnl
Any Part of Bayesian Network Structure Learning.
CoRR
Zhaolong Ling, Kui Yu, Hao Wang, Lin Liu, Jiuyong Li
2021 J jnl
Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning.
CoRR
Zhaolong Ling, Kui Yu, Yiwen Zhang, Lin Liu, Jiuyong Li
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 J jnl
Feature Selection for Efficient Local-to-Global Bayesian Network Structure Learning.
CoRR
Kui Yu, Zhaolong Ling, Lin Liu, Hao Wang, Jiuyong Li
2021 J jnl
Using Feature Selection for Local Causal Structure Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhaolong Ling, Kui Yu, Hao Wang, Lei Li, Xindong Wu
2020 J jnl
Towards efficient and effective discovery of Markov blankets for feature selection.
Inf. Sci.
Hao Wang, Zhaolong Ling, Kui Yu, Xindong Wu
2019 J jnl
BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection.
ACM Trans. Intell. Syst. Technol.
Zhaolong Ling, Kui Yu, Hao Wang, Lin Liu, Wei Ding, Xindong Wu
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