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🚨 Excited to announce that "How Expressive are Knowledge Graph Foundation Models?" is coming to ICML 2025! 🎉 📅 Wednesday, July 16th 🕟 4:30 PM 📍 Booth #E-3011 Come by to chat about motifs, expressiveness, and the future of graph foundation models! 🔍📊🔗

Read more here: 📄paper: arxiv.org/abs/2506.05971 💻 code: github.com/BenGutteridge/… 🙌With Ben Gutteridge Scott le Roux Michael Bronstein xiaowen dong #ICML2025 #GNN #AI

Ben Gutteridge Scott le Roux Michael Bronstein xiaowen dong Presenting at poster session 4 east. 📅Wednesday, July 16th 🕓4:30-7:00 PM 📈#E-2802

New paper with Jacob Bamberger Scott le Roux xiaowen dong Michael Bronstein! Come see our poster at #ICML2025!

I am not at ICML this year, but please talk to Xingyue about our work! We also have positions opening soon on related topics. Stay tuned!

“Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality” is at #ICML2025! Drop by our poster on Tuesday 11:00–13:30, East Exhib. Hall A-B # E-3005. Joint work w/ Josh Southern Yam Eitan Guy Bar-Shalom Michael Bronstein Haggai Maron arxiv.org/abs/2501.03113 🧵

That's how I read it!

Main Conference: 📜 Title: Scalable Equilibrium Sampling with Sequential Boltzmann Generators 🕐 When: Wed 16 Jul 11 a.m. PDT — 1:30 p.m. PDT 🗺️ Where: West Exhibition Hall B2-B3 W-115 🔗 arXiv: arxiv.org/abs/2502.18462 w/ charliebtan Chen Lin Leon Klein Michael Bronstein

GenBio Workshop ORAL Presentation 📜 Title: FORT: Forward-Only Regression Training of Normalizing Flows 🕐 When: Fri 18 Jul 🗺️ Where: East Exhibition Hall A 🔗 arXiv: arxiv.org/pdf/2506.01158 w/ Danyal Rehman Oscar Davis Jiarui Lu Jian Tang Michael Bronstein Yoshua Bengio

GenBio Workshop SPOTLIGHT Presentation 📜 Title: Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities 🕐 When: Fri 18 Jul 🗺️ Where: East Exhibition Hall A 🔗 arXiv: arxiv.org/abs/2506.16471 w/ Tara Akhound Sadegh Jungyoon Lee Valentin De Bortoli

Excited to present one of the first experiment-guided structure generation methods using AlphaFold3 - guided by X-ray crystallography and NMR observables - at ICML Conference this week #ICML2025 Joint work with Sanketh Vedula Meital Bojan Alex Bronstein + other collaborators (1/12)