273 citations · 437 across the 16 of their papers we have counts for
4 papers · 1 filter
Exploring the Global-to-Local Attention Scheme in Graph Transformers: An Empirical Study
Gang Wu, Zhengwei Wang
Graph Transformers (GTs) show considerable potential in graph representation learning. The architecture of GTs typically integrates Graph Neural Networks (GNNs) with global attenti…
Generative adversarial networks in time series: A survey and taxonomy
Eoin Brophy, Zhengwei Wang, Qi She +1
Generative adversarial networks (GANs) studies have grown exponentially in the past few years. Their impact has been seen mainly in the computer vision field with realistic image a…
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy
Zhengwei Wang, Qi She, Tomas E. Ward
Generative adversarial networks (GANs) have been extensively studied in the past few years. Arguably their most significant impact has been in the area of computer vision where gre…
Quick and Easy Time Series Generation with Established Image-based GANs
Eoin Brophy, Zhengwei Wang, Tomas E. Ward
In the recent years Generative Adversarial Networks (GANs) have demonstrated significant progress in generating authentic looking data. In this work we introduce our simple method…