Michael Galkin – Medium

Michael Galkin

Published in
Towards Data Science

Foundation Models in Graph & Geometric Deep Learning

In this post, we argue that the era of Graph FMs has already begun and provide a few examples of how one can use them already today.

Jun 18

Foundation Models in Graph & Geometric Deep Learning

Jun 18

Published in
Towards Data Science

Graph & Geometric ML in 2024: Where We Are and What’s Next (Part II — Applications)

Trends and recent advancements in Graph and Geometric Deep Learning

Jan 16

Graph & Geometric ML in 2024: Where We Are and What’s Next (Part II — Applications)

Jan 16

Published in
Towards Data Science

Graph & Geometric ML in 2024: Where We Are and What’s Next (Part I — Theory & Architectures)

Trends and recent advancements in Graph and Geometric Deep Learning

Jan 16

Graph & Geometric ML in 2024: Where We Are and What’s Next (Part I — Theory & Architectures)

Jan 16

Published in
Towards Data Science

ULTRA: Foundation Models for Knowledge Graph Reasoning

One model to rule them all

Nov 3, 2023

ULTRA: Foundation Models for Knowledge Graph Reasoning

Nov 3, 2023

Published in
Towards Data Science

Graph Machine Learning @ ICML 2023

Recent advancements and hot trends, August 2023 edition

Aug 6, 2023

Graph Machine Learning @ ICML 2023

Aug 6, 2023

Published in
Towards Data Science

Neural Graph Databases

A new milestone in graph data management

Mar 28, 2023

Neural Graph Databases

Mar 28, 2023

Published in
Towards Data Science

Graph ML in 2023: The State of Affairs

Hot trends and major advancements

Jan 1, 2023

Graph ML in 2023: The State of Affairs

Jan 1, 2023

Published in
Towards Data Science

Denoising Diffusion Generative Models in Graph ML

Is Denoising Diffusion all you need?

Nov 26, 2022

Denoising Diffusion Generative Models in Graph ML

Nov 26, 2022

Published in
Towards Data Science

Graph Machine Learning @ ICML 2022

Recent advancements and hot trends, July 2022 edition

Jul 25, 2022

Graph Machine Learning @ ICML 2022

Jul 25, 2022

Published in
Towards Data Science

GraphGPS: Navigating Graph Transformers

Recipes for cooking the best graph transformers

Jun 14, 2022

GraphGPS: Navigating Graph Transformers

Jun 14, 2022

Michael Galkin

Michael Galkin

AI Research Scientist @ Intel Labs. Working on Graph ML, Geometric DL, and Knowledge Graphs

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