Graph Machine Learning

GML Express: Graph ML in Industry Workshop, Geometric Deep Learning, and New Software.

"The real voyage of discovery consists not in seeking new lands but seeing with new eyes." Marcel Proust

Sep 21, 2021 • 

Sergey Ivanov

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2

June 2021

GML Express: keynotes at ICLR, topics at ICML 2021, and new GNN tutorials.

"There are 3 ways to make a living: be first, be smarter, or cheat." Margin Call

Jun 14, 2021 • 

Sergey Ivanov

6

May 2021

GML In-Depth: three forms of self-supervised learning

"Excelling at chess has long been considered a symbol of more general intelligence. That is an incorrect assumption in my view, as pleasant as it might…

May 6, 2021 • 

Sergey Ivanov

6

April 2021

GML Subscribers - Open Research Problems in graph ML community

"Exploration is curiosity put into action."

Apr 5, 2021 • 

Sergey Ivanov

4

March 2021

GML Express: large-scale challenge, top papers in AI, and implicit planners.

“Why do old men wake so early? Is it to have one longer day?” Ernest Hemingway

Mar 22, 2021 • 

Sergey Ivanov

7

GML Newsletter: Homophily, Heterophily, and Oversmoothing for GNNs

"Birds of a feather flock together"

Mar 1, 2021 • 

Sergey Ivanov

7

February 2021

GML Newsletter: Interpolation and Extrapolation of Graph Neural Networks

A trend is a trend is a trend, But the question is, will it bend? Will it alter its course Through some unforeseen force And come to a premature end? …

Feb 2, 2021 • 

Sergey Ivanov

2

January 2021

GML Newsletter: Do we do it right?

"Just because someone else does the wrong thing we are not exempt from doing what’s right.”

Jan 18, 2021 • 

Sergey Ivanov

5

3

December 2020

GML Newsletter - Issue #5: Was 2020 a good year for graph research?

“Knowledge is like money: To be of value it must circulate, and in circulating it can increase in quantity and, hopefully, in value.” Welcome! NeurIPS…

Dec 14, 2020 • 

Sergey Ivanov

November 2020

GML Newsletter - Issue #4: NeurIPS 2020

Welcome to the 4th issue of GML newsletter! This issue I decided to devote to the upcoming NeurIPS 2020 (6-12 December), covering what authors and…

Nov 9, 2020 • 

Sergey Ivanov

October 2020

GML Newsletter - Issue #3: Large Hadron Collider, Hyperfood, and Manifold Learning.

Welcome to the 3rd issue of GML newsletter! I hope your papers got accepted to NeurIPS and submitted to ICLR, so that you can take a cup of coffee ☕ and…

Oct 8, 2020 • 

Sergey Ivanov

September 2020

GML newsletter. Issue #2: Laplacians, Scaling GNNs, KDD, MLSS, Books, and more!

Welcome to the 2nd issue of GML newsletter! The summer is over 🌄 and it’s time to get back to school 🏫 (or to self-study with this newsletter). In…

Sep 3, 2020 • 

Sergey Ivanov