Zhong-Yuan Zhang

According to our database, Zhong-Yuan Zhang authored at least 25 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis.

Jie Yan, Xin Liu, Ji Qi, Tao You, Zhong-Yuan Zhang

Knowl. Inf. Syst., June, 2025

OmniFC: Rethinking Federated Clustering via Lossless and Secure Distance Reconstruction.

Jie Yan, Xin Liu, Zhong-Yuan Zhang

CoRR, May, 2025

ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models.

Jie Yan, Jing Liu, Zhong-Yuan Zhang

Inf. Sci., 2025

CCEGAN: Enhancing GAN clustering through contrastive clustering ensemble.

Jie Yan, Jing Liu, Yun Chen, Tao You, Xiao-Ke Ma, Zhong-Yuan Zhang

Inf. Sci., 2025

2024

SDA-FC: Bridging federated clustering and deep generative model.

Jie Yan, Jing Liu, Yi-Zi Ning, Zhong-Yuan Zhang

Inf. Sci., 2024

CCFC++: Enhancing Federated Clustering through Feature Decorrelation.

Jie Yan, Jing Liu, Yi-Zi Ning, Zhong-Yuan Zhang

CoRR, 2024

CCFC: Bridging Federated Clustering and Contrastive Learning.

Jie Yan, Jing Liu, Zhong-Yuan Zhang

CoRR, 2024

2023

ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models.

Jie Yan, Jing Liu, Zhong-Yuan Zhang

CoRR, 2023

2022

Community detection combining topology and attribute information.

Dan-Dan Lu, Ji Qi, Jie Yan, Zhong-Yuan Zhang

Knowl. Inf. Syst., 2022

Federated deep clustering with GAN-based data synthesis.

Jie Yan, Jing Liu, Ji Qi, Zhong-Yuan Zhang

CoRR, 2022

Federated clustering with GAN-based data synthesis.

Jie Yan, Jing Liu, Ji Qi, Zhong-Yuan Zhang

CoRR, 2022

Selective clustering ensemble based on kappa and F-score.

Jie Yan, Xin Liu, Ji Qi, Tao You, Zhong-Yuan Zhang

CoRR, 2022

Joint non-negative matrix factorization for community structures detection in signed networks.

Zhong-Yuan Zhang, Chao Yan, Hui-Min Cheng, Xin Liu

J. Complex Networks, 2022

2020

Evaluation of Community Detection Methods.

Xin Liu, Hui-Min Cheng, Zhong-Yuan Zhang

IEEE Trans. Knowl. Data Eng., 2020

Comment on "Improved mutual information measure for clustering, classification, and community detection".

Zhong-Yuan Zhang

CoRR, 2020

2019

An Integrative Framework for Protein Interaction Network and Methylation Data to Discover Epigenetic Modules.

Xiaoke Ma, Penggang Sun, Zhong-Yuan Zhang

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Mechanical Identification of Extra Large Hydraulic Engineering Vehicles Based on Video Big Data.

Shui-Qing Wu, Yu Wang, Zhong-Yuan Zhang

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2016

Link community detection through global optimization and the inverse resolution limit of partition density.

Juyong Lee, Zhong-Yuan Zhang, Jooyoung Lee, Bernard R. Brooks, Yong-Yeol Ahn

CoRR, 2016

2015

Community detection in bipartite networks using weighted symmetric binary matrix factorization.

Zhong-Yuan Zhang, Yong-Yeol Ahn

CoRR, 2015

Community Detection in Complex Networks Using Density-based Clustering Algorithm.

Tao You, Ben-Chang Shia, Zhong-Yuan Zhang

CoRR, 2015

2013

Overlapping Community Detection in Complex Networks using Symmetric Binary Matrix Factorization

Zhong-Yuan Zhang, Yong Wang, Yong-Yeol Ahn

CoRR, 2013

2012

Enhanced Community Structure Detection in Social Networks

Zhong-Yuan Zhang, Kai-Di Sun, Si-Qi Wang

CoRR, 2012

Semi-Supervised Community Structure Detection in Social Networks Based on Matrix De-noising

Zhong-Yuan Zhang

CoRR, 2012

An empirical study of behavior unconformity in web-based and non-web-based social networks.

Jia-Yi Li, Zhong-Yuan Zhang, Ruo-Yang Zhang, Xiao-Wei Mo, Shuang Wang

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Divergence Functions of Non negative Matrix Factorization: A Comparison Study.

Zhong-Yuan Zhang

Commun. Stat. Simul. Comput., 2011