Junyi Guan

According to our database, Junyi Guan authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Y-Graph: A Max-Ascent-Angle Graph for Detecting Clusters.

Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen, Yangyang Zhao, Yuxuan Zhang

IEEE Trans. Knowl. Data Eng., January, 2025

Radial search-based graph clustering method.

Yangyang Zhao, Feng Zhu, Junyi Guan, Xiongxiong He, Sheng Li

Neurocomputing, 2025

On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis.

Junyi Guan, Abhijith Sharma, Chong Tian, Salem Lahlou

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Enhanced Denesity Peak Clustering for High-Dimensional Data.

Zhongli Wang, Jie Yang, Junyi Guan, Chenglong Zhang, Xinyan Liang, Bingbing Jiang, Weiguo Sheng

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering.

Bingbing Jiang, Chenglong Zhang, Xinyan Liang, Peng Zhou, Jie Yang, Xingyu Wu, Junyi Guan, Weiping Ding, Weiguo Sheng

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Fast main density peak clustering within relevant regions via a robust decision graph.

Junyi Guan, Sheng Li, Jinhui Zhu, Xiongxiong He, Jiajia Chen

Pattern Recognit., 2024

2023

DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts.

Junyi Guan, Sheng Li, Xiaojun Chen, Xiongxiong He, Jiajia Chen

IEEE Trans. Knowl. Data Eng., October, 2023

SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm.

Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen, Peng Si

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Clustering by fast detection of main density peaks within a peak digraph.

Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen

Inf. Sci., May, 2023

2021

Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation.

Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen

IEEE Signal Process. Lett., 2021

A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force.

Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen

Pattern Anal. Appl., 2021

Fast hierarchical clustering of local density peaks via an association degree transfer method.

Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen

Neurocomputing, 2021