132 citations · 266 across the 4 of their papers we have counts for
4 papers
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
Jinyin Chen, Jian Zhang, Xuanheng Xu +4
Predicting the potential relations between nodes in networks, known as link prediction, has long been a challenge in network science. However, most studies just focused on link pre…
GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction
Jinyin Chen, Xueke Wang, Xuanheng Xu
Dynamic link prediction is a research hot in complex networks area, especially for its wide applications in biology, social network, economy and industry. Compared with static link…
Link Prediction Adversarial Attack
Jinyin Chen, Ziqiang Shi, Yangyang Wu +2
Deep neural network has shown remarkable performance in solving computer vision and some graph evolved tasks, such as node classification and link prediction. However, the vulnerab…
Fast Gradient Attack on Network Embedding
Jinyin Chen, Yangyang Wu, Xuanheng Xu +3
Network embedding maps a network into a low-dimensional Euclidean space, and thus facilitate many network analysis tasks, such as node classification, link prediction and community…