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cs.SI2023★ 3 cited
Dynamic Link Prediction Using Graph Representation Learning with Enhanced Structure and Temporal Information
Chaokai Wu, Yansong Wang, Tao Jia
The links in many real networks are evolving with time. The task of dynamic link prediction is to use past connection histories to infer links of the network at a future time. How…
cs.SI2022
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling
Jiayun Wu, Tao Jia, Yansong Wang +1
Temporal networks are suitable for modeling complex evolving systems. It has a wide range of applications, such as social network analysis, recommender systems, and epidemiology. R…
cs.SI2021
CasSeqGCN: Combining Network Structure and Temporal Sequence to Predict Information Cascades
Yansong Wang, Xiaomeng Wang, Radosław Michalski +2
One important task in the study of information cascade is to predict the future recipients of a message given its past spreading trajectory. While the network structure serves as t…