A Comprehensive Review of Community Detection in Graphs

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.

Community Detection Sociology

Community Detection Using Revised Medoid-Shift Based on KNN

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.

Clustering Community Detection

FER-former: Multi-modal Transformer for Facial Expression Recognition

no code implementations • 23 Mar 2023 • Yande Li, Mingjie Wang, Minglun Gong, Yonggang Lu, Li Liu

The ever-increasing demands for intuitive interactions in Virtual Reality has triggered a boom in the realm of Facial Expression Recognition (FER).

Facial Expression Recognition Facial Expression Recognition (FER)