1.2k citations · 2k across the 19 of their papers we have counts for
6 papers · 1 filter
Identifying critical nodes in complex networks by graph representation learning
Enyu Yu, Duanbing Chen, Yan Fu +1
Because of its wide application, critical nodes identification has become an important research topic at the micro level of network science. Influence maximization is one of the ma…
Predicting Critical Nodes in Temporal Networks by Dynamic Graph Convolutional Networks
En-Yu Yu, Yan Fu, Jun-Lin Zhou +2
Many real-world systems can be expressed in temporal networks with nodes playing far different roles in structure and function and edges representing the relationships between node…
Finding important edges in networks through local information
En-Yu Yu, Yan Fu, Jun-Lin Zhou +1
In transportation, communication, social and other real complex networks, some critical edges act a pivotal part in controlling the flow of information and maintaining the integrit…
Identifying a set of influential spreaders in complex networks
Jian-Xiong Zhang, Duan-Bing Chen, Qiang Dong +1
Identifying a set of influential spreaders in complex networks plays a crucial role in effective information spreading. A simple strategy is to choose top- ranked nodes as sprea…
An approximation algorithm for shortest path based on the hierarchy networks
Shi-nan Gong, Duan-bing Chen, Hui Gao +2
It is a critical issue to compute the shortest paths between nodes in networks. Exact algorithms for shortest paths are usually inapplicable for large scale networks due to the hig…
Ranking users, papers and authors in online scientific communities
Hao Liao, Rui Xiao, Giulio Cimini +1
The ever-increasing quantity and complexity of scientific production have made it difficult for researchers to keep track of advances in their own fields. This, together with growi…