Fast hierarchical clustering of local density peaks via an association degree transfer method. - Junyi Guan; Sheng Li 005; Xiongxiong He; Jinhui Zhu; Jiajia Chen (Neurocomputing, 2021)

A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force. - Junyi Guan; Sheng Li 005; Xiongxiong He; Jiajia Chen (Pattern Anal. Appl., 2021)

Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation. - Junyi Guan; Sheng Li 005; Xiongxiong He; Jiajia Chen (IEEE Signal Process. Lett., 2021)

Clustering by fast detection of main density peaks within a peak digraph. - Junyi Guan; Sheng Li 005; Xiongxiong He; Jiajia Chen (Inf. Sci., 2023)

SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm. - Junyi Guan; Sheng Li 005; Xiongxiong He; Jinhui Zhu; Jiajia Chen; Peng Si (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts. - Junyi Guan; Sheng Li 005; Xiaojun Chen; Xiongxiong He; Jiajia Chen (IEEE Trans. Knowl. Data Eng., 2023)

Fast main density peak clustering within relevant regions via a robust decision graph. - Junyi Guan; Sheng Li 005; Jinhui Zhu; Xiongxiong He; Jiajia Chen (Pattern Recognit., 2024)

Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering. - Bingbing Jiang 001; Chenglong Zhang; Xinyan Liang; Peng Zhou 006; Jie Yang 052; Xingyu Wu; Junyi Guan; Weiping Ding 001; Weiguo Sheng 001 (AAAI, 2025)

Enhanced Denesity Peak Clustering for High-Dimensional Data. - Zhongli Wang; Jie Yang 052; Junyi Guan; Chenglong Zhang; Xinyan Liang; Bingbing Jiang 001; Weiguo Sheng 001 (AAAI, 2025)

On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis. - Junyi Guan; Abhijith Sharma; Chong Tian; Salem Lahlou (UAI, 2025)

Radial search-based graph clustering method. - Yangyang Zhao; Feng Zhu; Junyi Guan; Xiongxiong He; Sheng Li 005 (Neurocomputing, 2025)

Y-Graph: A Max-Ascent-Angle Graph for Detecting Clusters. - Junyi Guan; Sheng Li 005; Xiongxiong He; Jiajia Chen; Yangyang Zhao; Yuxuan Zhang (IEEE Trans. Knowl. Data Eng., 2025)