AI Shanghai Lablet
Amazon Web Services

Who Are We?

Amazon Web Services AI Shanghai Lablet was established in the fall of 2018 and is part of Amazon Web Services Machine Learning.

We focus on:

  • Open-source projects such as the popular Deep Graph Library (DGL) framework,
  • Fundamental research in the area of graph neural networks (GNNs) and their applications,
  • Impact to Amazon Web Services customers through Amazon Web Services releases such as SageMaker DGL and Netpune ML, and
  • Actively foster collaboration with the research community.

The Latest News

We Provide Open Source Projects for Researchers and Developers


DGL is an easy-to-use, high performance and scalable Python package for deep learning on graphs. DGL is framework agnostic, meaning if a deep graph model is a component of an end-to-end application, the rest of the logics can be implemented in any major frameworks, such as PyTorch, Apache MXNet or TensorFlow.


DGL-LifeSci is a specialized package for applications in bioinformatics and cheminformatics powered by graph neural networks.



DGL-KE is an easy-to-use and highly scalable package for learning large-scale knowledge graph embeddings.



See publications from Amazon Web Services AI Shanghai Lablet.

Career Opportunities

Amazon Web Services AI Shanghai Lablet is hiring full-time positions and intern positions. Please check the Amazon recruitment website for more information and job descriptions. Welcome to apply via the position link.