PyTorch Geometric High Order, the new library for high-order GNNs by Muhan Zhang and his team looks great! In addition to classics such as PPGN, you will also find implementations for many subgraph GNNs like NGNN, DSS-GNN, SUN, GNN-AK, SSWL, etc. graphpku.github.io/PyGHO_doc/

Super excited to finally release our "Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems" !🤗 Link: arxiv.org/pdf/2312.07511… Written with Chaitanya K. Joshi Simon Mathis Victor Schmidt 💀🐔 Santiago Miret Fragkiskos Malliaros Taco Cohen Pietro Lio, Yoshua Bengio Michael Bronstein 😍 See thread below 👇 (1/8)

Want to learn in-depth about the emerging connections between Weisfeiler-Leman and GNNs? Check out our JMLR paper: jmlr.org/papers/v24/22-…. Joint work with very nice co-authors: Yaron Lipman, Haggai Maron, Bastian Grossenbacher-Rieck, Nils M. Kriege, Martin Grohe, Matthias Fey, and Karsten Borgwardt.

📣Two new blog posts - a comprehensive review of Graph and Geometric ML in 2023 with predictions for 2024. Together with Michael Bronstein, we asked 30 academic and industrial experts about the most important things happened in their areas and open challenges to be solved. 🧵 1/n

A brilliant post from Ash Joglekar

My second visit to ICTS . A beautiful campus and extremely well-maintained. When I was a grad student, saw the blueprint of this institute in making and now experiencing it live. Truly great environment for academia.

GNN's are fun and they are equally useful, from collider to cosmos : arxiv.org/abs/2402.14239

Undergrads .. this can truly be a magnificent experience. Go for it.

My 2024 #ReinforcementLearning course at ASU has been completed. Slides, videolectures, supporting material, and PDF of my new 440-page textbook “A Course in Reinforcement Learning”, can be found at web.mit.edu/dimitrib/www/R…

Monsoon is the time when we see clear skies in Kolkata ( alas! ). Today after a splash of rain. #kolkata #newtown. The DecathlonSportsIndia building in Sector-V is looking gorgeous. -- with Samadrita Mukherjee

Last week I was at ICISE Conference Center. Vietnam to teach at the 30th Vietnam School of Physics on Particle Physics and Astroparticle Physics, at Rencontres du Vietnam (indico.in2p3.fr/event/32045/ov…). It was a great experience.

Something really to be happy about. Kudos to the chess champions!

[New Book] 50 Years of the Renormalization Group Dedicated to the Memory of Michael E Fisher (August 2024) worldscientific.com/worldscibooks/…

The first and last email from ATLAS Experiment mailing list in my mailbox differs by 9 years and 5 months. Back to CMS Experiment CERN again and this time my home institute IIT Kanpur is a full-member institute. Off to new challenges and adventures.

Prof. Godbole was a stalwart of Indian science. She was one of the pioneers who took Indian High Energy Physics to CERN corridors. Generations of physicists will remember her for contributing to science and fighting for gender equality in STEM.

A document worth reading for physicists doing ML

One of the proudest moment of our sporting history

Wanted to experience my own city as a tourist. It was charming to take a morning walk. with Samadrita Mukherjee #Kolkata #citywalks hosted by @calcuttawalks

The campus where I work and live.

Durga Puja in Kolkata is one of the biggest festivals. The mixture of innovative art and cultural vibe is simply unparalleled.