no code implementations • 13 Jan 2020 • Seth H. Huang, Xu Lingjie, Jiang Congwei
We present a novel architecture, residual attention net (RAN), which merges a sequence architecture, universal transformer, and a computer vision architecture, residual net, with a high-way architecture for cross-domain sequence modeling.
1 code implementation • 21 Jun 2019 • Lu Haonan, Seth H. Huang, Tian Ye, Guo Xiuyan
In this work, we present graph star net (GraphStar), a novel and unified graph neural net architecture which utilizes message-passing relay and attention mechanism for multiple prediction tasks - node classification, graph classification and link prediction.
Ranked #1 on Link Prediction on Pubmed (biased evaluation)