Junyi Guan

According to our database, Junyi Guan authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

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