Foundation Models in Graph & Geometric Deep Learning

less than 1 minute read

Published: June 18, 2024

In our new Medium blogpost with Michael Bronstein, Jianan Zhao, Haitao Mao, and Zhaocheng Zhu we discuss foundation models in Graph & Geometric DL: from the core theoretical and data challenges to the most recent models that you can try already today!

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Graph Learning Tutorial @ ICML 2024

Published: July 22, 2024 | less than 1 minute read

Participated (online) in the panel discussion with Bryan Perozzi, Michael Bronstein, and Christopher Morris on graph foundation models held during the Graph Learning Tutorial at ICML 2024, thanks Ameya and Adrian for inviting!

Visiting WWW and National University of Singapore

Published: May 15, 2024 | less than 1 minute read

A productive week in Singapore! First, gave a keynote at the workshop on Graph Foundation Models at The WebConf 2024 and participated in the panel discussion. Then, visited the group of professor Xavier Bresson at the National University of Singapore with the talk on graph foundation models - from KG reasoning to AI 4 Science. Thank you Professor Bresson for extending the invitation! Slides

Paper accepted at ICML 2024

Published: May 08, 2024 | less than 1 minute read

Our position paper Graph Foundation Models are Already Here was accepted at ICML 2024 as a spotlight paper!

FANeSy Workshop in Santiago, Chile

Published: March 04, 2024 | less than 1 minute read

It was a delightful experience to participate in the week-long workshop on GNNs and neuro-symbolic AI (FANeSy) organized by Pablo Barcelo, CENIA, and Unversidad San Sebastian. Thanks Pablo for the invitation!

Michael Galkin