Zhong-Yuan Zhang

25 papers Journal 23Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CCEGAN: Enhancing GAN clustering through contrastive clustering ensemble. Inf. Sci. Jie Yan, Jing Liu, Yun Chen, Tao You, Xiao-Ke Ma, Zhong-Yuan Zhang
2025	J	`jnl`	ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models. Inf. Sci. Jie Yan, Jing Liu, Zhong-Yuan Zhang
2025	J	`jnl`	OmniFC: Rethinking Federated Clustering via Lossless and Secure Distance Reconstruction. CoRR Jie Yan, Xin Liu, Zhong-Yuan Zhang
2025	J	`jnl`	The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis. Knowl. Inf. Syst. Jie Yan, Xin Liu, Ji Qi, Tao You, Zhong-Yuan Zhang
2024	J	`jnl`	CCFC++: Enhancing Federated Clustering through Feature Decorrelation. CoRR Jie Yan, Jing Liu, Yi-Zi Ning, Zhong-Yuan Zhang
2024	J	`jnl`	CCFC: Bridging Federated Clustering and Contrastive Learning. CoRR Jie Yan, Jing Liu, Zhong-Yuan Zhang
2024	J	`jnl`	SDA-FC: Bridging federated clustering and deep generative model. Inf. Sci. Jie Yan, Jing Liu, Yi-Zi Ning, Zhong-Yuan Zhang
2023	J	`jnl`	ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models. CoRR Jie Yan, Jing Liu, Zhong-Yuan Zhang
2022	J	`jnl`	Community detection combining topology and attribute information. Knowl. Inf. Syst. Dan-Dan Lu, Ji Qi, Jie Yan, Zhong-Yuan Zhang
2022	J	`jnl`	Federated clustering with GAN-based data synthesis. CoRR Jie Yan, Jing Liu, Ji Qi, Zhong-Yuan Zhang
2022	J	`jnl`	Federated deep clustering with GAN-based data synthesis. CoRR Jie Yan, Jing Liu, Ji Qi, Zhong-Yuan Zhang
2022	J	`jnl`	Joint non-negative matrix factorization for community structures detection in signed networks. J. Complex Networks Zhong-Yuan Zhang, Chao Yan, Hui-Min Cheng, Xin Liu
2022	J	`jnl`	Selective clustering ensemble based on kappa and F-score. CoRR Jie Yan, Xin Liu, Ji Qi, Tao You, Zhong-Yuan Zhang
2020	J	`jnl`	Comment on "Improved mutual information measure for clustering, classification, and community detection". CoRR Zhong-Yuan Zhang
2020	J	`jnl`	Evaluation of Community Detection Methods. IEEE Trans. Knowl. Data Eng. Xin Liu, Hui-Min Cheng, Zhong-Yuan Zhang
2019	J	`jnl`	An Integrative Framework for Protein Interaction Network and Methylation Data to Discover Epigenetic Modules. IEEE ACM Trans. Comput. Biol. Bioinform. Xiaoke Ma, Penggang Sun, Zhong-Yuan Zhang
2019	—	`conf`	Mechanical Identification of Extra Large Hydraulic Engineering Vehicles Based on Video Big Data. BigDataService Shui-Qing Wu, Yu Wang, Zhong-Yuan Zhang
2016	J	`jnl`	Link community detection through global optimization and the inverse resolution limit of partition density. CoRR Juyong Lee, Zhong-Yuan Zhang, Jooyoung Lee, Bernard R. Brooks, Yong-Yeol Ahn
2015	J	`jnl`	Community Detection in Complex Networks Using Density-based Clustering Algorithm. CoRR Tao You, Ben-Chang Shia, Zhong-Yuan Zhang
2015	J	`jnl`	Community detection in bipartite networks using weighted symmetric binary matrix factorization. CoRR Zhong-Yuan Zhang, Yong-Yeol Ahn
2013	J	`jnl`	Overlapping Community Detection in Complex Networks using Symmetric Binary Matrix Factorization CoRR Zhong-Yuan Zhang, Yong Wang, Yong-Yeol Ahn
2012	—	`conf`	An empirical study of behavior unconformity in web-based and non-web-based social networks. FSKD Jia-Yi Li, Zhong-Yuan Zhang, Ruo-Yang Zhang, Xiao-Wei Mo, Shuang Wang
2012	J	`jnl`	Enhanced Community Structure Detection in Social Networks CoRR Zhong-Yuan Zhang, Kai-Di Sun, Si-Qi Wang
2012	J	`jnl`	Semi-Supervised Community Structure Detection in Social Networks Based on Matrix De-noising CoRR Zhong-Yuan Zhang
2011	J	`jnl`	Divergence Functions of Non negative Matrix Factorization: A Comparison Study. Commun. Stat. Simul. Comput. Zhong-Yuan Zhang