Learning on Graphs Conference


LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.

9th – 12th December 2022

Virtual, free to attend


Join our Slack Recordings on YouTube

Learning on Graphs Conference

LoG 2022 Recordings

All talks and presentations from LoG 2022 are now available on YouTube: main conference and tutorials.

Schedule

The LoG Conference covers research from areas broadly related to machine learning on graphs and geometry. Registration for the virtual conference in December is free!

We have a proceedings track with papers published in Proceedings for Machine Learning Research (PMLR), and a non-archival extended abstract track (LaTeX style files/Overleaf template). LoG has a special focus on review quality with review constructiveness being rated by authors and area chairs. The top reviewers receive high monetary rewards!

The schedule is available now: we have an excited lineup of keynotes, oral presentations, and tutorials, as well as poster sessions and social hours. Register and join our Slack to stay updated!

Keynote Speakers


Avatar

Marinka Zitnik

Assistant Professor, Harvard University

Graph AI to Enable Precision Medicine

Avatar

Soledad Villar

Assistant Professor, Johns Hopkins University (JHU)

Random Graph Models and Graph Neural Networks

Avatar

Stephan Günnemann

Professor, Technische Universität München (TUM)

Graph Neural Networks for Molecular Systems

Avatar

Taco Cohen

Research Scientist, Principal Engineer, Qualcomm AI Research

Categories and Causality

Avatar

Djork-Arné Clevert

Vice President, Machine Learning Research Hub, Worldwide Research, Development and Medical, Pfizer

Graph Representation Learning for Drug Discovery (Sponsor Talk)

Program Chairs

Contact PCs: pcs@logconference.org. Full program committee list.


Avatar

Bastian Rieck

Principal Investigator, Institute of AI for Health, Helmholtz Munich

Avatar

Razvan Pascanu

Research Scientist, DeepMind

Advisory Board


Avatar

Regina Barzilay

Professor, Massachusetts Institute of Technology (MIT)

Avatar

Xavier Bresson

Associate Professor, National University of Singapore (NUS)

Avatar

Michael Bronstein

Professor, University of Oxford & Head of Graph ML, Twitter

Avatar

Stephan Günnemann

Professor, Technische Universität München (TUM)

Avatar

Stefanie Jegelka

Associate Professor, Massachusetts Institute of Technology (MIT)

Avatar

Shuiwang Ji

Professor, Texas A&M University

Avatar

Thomas Kipf

Senior Research Scientist, Google Brain

Avatar

Jure Leskovec

Associate Professor, Stanford University

Avatar

Pietro Liò

Full Professor, University of Cambridge

Avatar

Jian Tang

Assistant Professor, HEC Montréal, Mila

Avatar

Jie Tang

Professor, Tsinghua University

Avatar

Petar Veličković

Staff Research Scientist, DeepMind

Avatar

Soledad Villar

Assistant Professor, Johns Hopkins University (JHU)

Avatar

Marinka Zitnik

Assistant Professor, Harvard University

Organizing Committee


Avatar

Yuanqi Du

PhD Student, Cornell University

Avatar

Hannes Stärk

PhD Student, Massachusetts Institute of Technology (MIT)

Avatar

Derek Lim

PhD Student, Massachusetts Institute of Technology (MIT)

Avatar

Chaitanya K. Joshi

PhD Student, University of Cambridge

Avatar

Andreea Deac

PhD Student, Université de Montréal, Mila

Avatar

Iulia Duta

PhD Student, University of Cambridge

Avatar

Joshua Robinson

PhD Student, Massachusetts Institute of Technology (MIT)

Avatar

Gabriele Corso

PhD Student, Massachusetts Institute of Technology (MIT)

Avatar

Leonardo Cotta

PhD Student, Purdue University

Avatar

Yanqiao Zhu

PhD Student, University of California, Los Angeles

Avatar

Kexin Huang

PhD Student, Stanford University

Avatar

Michelle Li

PhD Student, Harvard University

Avatar

Sofia Bourhim

PhD Student, École Nationale Supérieure d’Informatique et d’Analyse des Systèmes (ENSIAS)

Avatar

Ilia Igashov

PhD Student, École Polytechnique Fédérale de Lausanne (EPFL)

Sponsors

Check out open opportunities with our sponsors!

Gold

Silver

Bronze

Contact