no code implementations • 21 Sep 2023 • Jiakang Li, Songning Lai, Zhihao Shuai, Yuan Tan, Yifan Jia, Mianyang Yu, Zichen Song, Xiaokang Peng, Ziyang Xu, Yongxin Ni, Haifeng Qiu, Jiayu Yang, Yutong Liu, Yonggang Lu
This review article delves into the topic of community detection in graphs, which serves as a thorough exposition of various community detection methods from perspectives of modularity-based method, spectral clustering, probabilistic modelling, and deep learning.
no code implementations • 19 Apr 2023 • Jie Hou, Jiakang Li, Xiaokang Peng, Wei Ke, Yonggang Lu
During the process of finding the next medoid, the RMS algorithm is based on a neighborhood defined by KNN, while the original Medoid-Shift is based on a neighborhood defined by a distance parameter.
2 code implementations • CVPR 2022 • Xiaokang Peng, Yake Wei, Andong Deng, Dong Wang, Di Hu
Multimodal learning helps to comprehensively understand the world, by integrating different senses.