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2020 – today
- 2025
[j8]Junyi Guan
, Sheng Li, Xiongxiong He, Jiajia Chen, Yangyang Zhao, Yuxuan Zhang:
Y-Graph: A Max-Ascent-Angle Graph for Detecting Clusters. IEEE Trans. Knowl. Data Eng. 37(1): 542-556 (2025)- [c2]Bingbing Jiang, Chenglong Zhang, Xinyan Liang, Peng Zhou, Jie Yang, Xingyu Wu, Junyi Guan, Weiping Ding, Weiguo Sheng:
Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering. AAAI 2025: 17617-17625 - [c1]Zhongli Wang, Jie Yang, Junyi Guan, Chenglong Zhang, Xinyan Liang, Bingbing Jiang, Weiguo Sheng:
Enhanced Denesity Peak Clustering for High-Dimensional Data. AAAI 2025: 21411-21419 - [i1]Junyi Guan, Abhijith Sharma, Chong Tian, Salem Lahlou:
On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis. CoRR abs/2502.13191 (2025) - 2024
- [j7]Junyi Guan, Sheng Li, Jinhui Zhu, Xiongxiong He, Jiajia Chen:
Fast main density peak clustering within relevant regions via a robust decision graph. Pattern Recognit. 152: 110458 (2024) - 2023
- [j6]Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen:
Clustering by fast detection of main density peaks within a peak digraph. Inf. Sci. 628: 504-521 (2023) - [j5]Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen, Peng Si:
SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6307-6319 (2023) - [j4]Junyi Guan, Sheng Li, Xiaojun Chen, Xiongxiong He, Jiajia Chen:
DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts. IEEE Trans. Knowl. Data Eng. 35(10): 10814-10830 (2023) - 2021
- [j3]Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen:
Fast hierarchical clustering of local density peaks via an association degree transfer method. Neurocomputing 455: 401-418 (2021) - [j2]Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen:
A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force. Pattern Anal. Appl. 24(3): 1231-1248 (2021) - [j1]Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen:
Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation. IEEE Signal Process. Lett. 28: 897-901 (2021)
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