BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection. - Zhaolong Ling; Kui Yu; Hao Wang 008; Lin Liu 003; Wei Ding 003; Xindong Wu 001 (ACM Trans. Intell. Syst. Technol., 2019)

Towards efficient and effective discovery of Markov blankets for feature selection. - Hao Wang 008; Zhaolong Ling; Kui Yu; Xindong Wu 001 (Inf. Sci., 2020)

Any Part of Bayesian Network Structure Learning. - Zhaolong Ling; Kui Yu; Hao Wang 008; Lin Liu 003; Jiuyong Li (CoRR, 2021)

Feature Selection for Efficient Local-to-Global Bayesian Network Structure Learning. - Kui Yu; Zhaolong Ling; Lin Liu 003; Hao Wang 008; Jiuyong Li (CoRR, 2021)

Causality-based Feature Selection: Methods and Evaluations. - Kui Yu; Xianjie Guo; Lin Liu 003; Jiuyong Li; Hao Wang 008; Zhaolong Ling; Xindong Wu 001 (ACM Comput. Surv., 2021)

Using Feature Selection for Local Causal Structure Learning. - Zhaolong Ling; Kui Yu; Hao Wang 008; Lei Li 002; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Causal learner: A toolbox for causal structure and Markov blanket learning. - Zhaolong Ling; Kui Yu; Yiwen Zhang 001; Lin Liu 003; Jiuyong Li (Pattern Recognit. Lett., 2022)

PSL: An Algorithm for Partial Bayesian Network Structure Learning. - Zhaolong Ling; Kui Yu; Lin Liu 003; Jiuyong Li; Yiwen Zhang 001; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2022)

Fair Causal Feature Selection. - Zhaolong Ling; Jingxuan Wu; Yiwen Zhang 001; Peng Zhou 008; Xingyu Wu; Kui Yu; Xindong Wu 001 (CoRR, 2023)

Online Markov Blanket Learning with Group Structure. - Bo Li 143; Zhaolong Ling; Yiwen Zhang 001; Yong Zhou; Yimin Hu; Haifeng Ling (Intell. Autom. Soft Comput., 2023)

Online Markov Blanket Learning for High-Dimensional Data. - Zhaolong Ling; Bo Li 143; Yiwen Zhang 001; Ying Li; Haifeng Ling (Appl. Intell., 2023)

Causal Feature Selection With Efficient Spouses Discovery. - Zhaolong Ling; Bo Li 143; Yiwen Zhang 001; Qingren Wang; Kui Yu; Xindong Wu 001 (IEEE Trans. Big Data, 2023)

A Light Causal Feature Selection Approach to High-Dimensional Data. - Zhaolong Ling; Ying Li; Yiwen Zhang 001; Kui Yu; Peng Zhou 006; Bo Li 143; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Multi-View Semi-Supervised Feature Selection with Graph Convolutional Networks. - Zihao Xu; Chenglong Zhang; Zhaolong Ling; Peng Zhou 006; Yan Zhong 001; Li Li 037; Han Zhang; Weiguo Sheng 001; Bingbing Jiang 001 (IJCNN, 2024)

Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion. - Chenglong Zhang; Xinyan Liang; Peng Zhou 006; Zhaolong Ling; Yingwei Zhang 002; Xingyu Wu; Weiguo Sheng 001; Bingbing Jiang 001 (ACM Multimedia, 2024)

Hybrid Local Causal Discovery. - Zhaolong Ling; Honghui Peng; Yiwen Zhang 001; Peng Zhou 008; Xingyu Wu; Kui Yu; Xindong Wu 001 (CoRR, 2024)

Nonlinear learning method for local causal structures. - Xingyu Wu; Yan Zhong 001; Zhaolong Ling; Jie Yang 052; Li Li 037; Weiguo Sheng 001; Bingbing Jiang 001 (Inf. Sci., 2024)

Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning. - Kui Yu; Zhaolong Ling; Lin Liu 003; Peipei Li 001; Hao Wang 008; Jiuyong Li (ACM Trans. Knowl. Discov. Data, 2024)

Partial Clustering Ensemble. - Peng Zhou 006; Liang Du 003; Xinwang Liu 002; Zhaolong Ling; Xia Ji 002; Xuejun Li 001; Yi-Dong Shen (IEEE Trans. Knowl. Data Eng., 2024)

Online Heterogeneous Streaming Feature Selection Without Feature Type Information. - Peng Zhou 008; Yunyun Zhang; Zhaolong Ling; Yuanting Yan; Shu Zhao; Xindong Wu 001 (IEEE Trans. Big Data, 2024)

Fair Feature Selection: A Causal Perspective. - Zhaolong Ling; Enqi Xu; Peng Zhou 006; Liang Du 003; Kui Yu; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2024)

Local Causal Discovery Without Causal Sufficiency. - Zhaolong Ling; Jiale Yu; Yiwen Zhang 001; Debo Cheng; Peng Zhou 006; Xingyu Wu; Bingbing Jiang 001; Kui Yu (AAAI, 2025)

Quaternary converter based balanced graph contrastive learning for recommendation. - Fan Ye; Hongwei Li; Zhangling Duan; Zhaolong Ling (Appl. Soft Comput., 2025)

Confidence-aware iterative training for cross-lingual entity alignment. - Fan Ye; Yu Zeng; Zhangling Duan; Zhaolong Ling; Yun Yang 001 (Eng. Appl. Artif. Intell., 2025)

Multi-view contrastive and cluster-guided learning for author name disambiguation. - Fan Ye; Zong Xia; Zhaolong Ling; Le Wu (Expert Syst. Appl., 2025)

Fair streaming feature selection. - Zhangling Duan; Tianci Li; Zhaolong Ling; Xingyu Wu; Jingye Yang; Zhaohong Jia (Neurocomputing, 2025)

Causal Discovery Using Weight-Based Conditional Independence Test. - Zhaolong Ling; Bo Li 143; Yiwen Zhang 001; Peng Zhou 008; Xingyu Wu; Yuee Huang; Kui Yu; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2025)

Fair Clustering Ensemble With Equal Cluster Capacity. - Peng Zhou 006; Rongwen Li; Zhaolong Ling; Liang Du 003; Xinwang Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Label-Aware Causal Feature Selection. - Zhaolong Ling; Jingxuan Wu; Yiwen Zhang 001; Peng Zhou 006; Xingyu Wu; Kui Yu; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Causal Feature Selection With Imbalanced Data. - Zhaolong Ling; Jingxuan Wu; Yiwen Zhang 001; Peng Zhou 008; Bingbing Jiang 001; Kui Yu; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Online Stable Streaming Feature Selection via Feature Aggregation. - Peng Zhou 008; Qi Wang; Yunyun Zhang; Zhaolong Ling; Shu Zhao; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2025)