TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers

Author:

Varghese Alan JohnORCID,Bora AniruddhaORCID,Xu MengjiaORCID,Karniadakis George EmORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference45 articles.

1. Deep gaussian embedding of graphs: Unsupervised inductive learning via ranking;Bojchevski,2017

2. Bojchevski, A., & Günnemann, S. (2018). Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking. In International conference on learning representations (pp. 1–13).

3. Net2net: Accelerating learning via knowledge transfer;Chen,2015

4. Traffic forecasting with graph spatial–temporal position recurrent network;Chen;Neural Networks,2023

5. PDE-GCN: novel architectures for graph neural networks motivated by partial differential equations;Eliasof;Advances in Neural Information Processing Systems,2021

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