Search Results for author: Xiaolin Han

Found 2 papers, 1 papers with code

Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs

no code implementations14 Mar 2024 Jie Liu, Xuequn Shang, Xiaolin Han, Wentao Zhang, Hongzhi Yin

Then STRIPE incorporates separate spatial and temporal memory networks, which capture and store prototypes of normal patterns, thereby preserving the uniqueness of spatial and temporal normality.

Anomaly Detection

A Survey on Machine Learning Solutions for Graph Pattern Extraction

1 code implementation3 Apr 2022 Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng, Chenhao Ma, Xiaolin Han

Many algorithms are proposed in studying subgraph problems, where one common approach is by extracting the patterns and structures of a given graph.

Community Detection Community Search

Cannot find the paper you are looking for? You can Submit a new open access paper.