Zhaolong Ling - RankMe

37 papers A* 4B 1Journal 32

Year	Rank	Type	Title / 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