🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Thrilled to share this new preprint on Ordered Topological Deep Learning🔢🍩 We're turning theory into real-world impact by bringing TDL to computer network studies 🤖 Led by Guillermo Bernárdez w/ Miquel Ferriol, Carlos Güemes, Mathilde Papillon🦋 mathildepapillon .bsky .social Pere Barlet Albert Cabellos &I Details🧵👇

Very surprised (but very excited) to announce that I’ll be officially starting as an Assistant Professor at Johns Hopkins in the Electrical and Computer Engineering Department JHU ECE and as part of the new Data Science and AI Institute Johns Hopkins Data Science and AI Institute in July 2026!

Gorgeous tutorial from Mathilde! Check it out!

Mathilde Papillon🦋 mathildepapillon .bsky .social Super Outstanding!

We are looking for reviewers to serve on the Program Committee of the Symmetry and Geometry in Neural Representations (NeurReps) workshop at NeurIPS 2025! If you are interested in participating, please fill out this form: forms.gle/wgUXHT7Mq71nK3… Symmetry and Geometry in Neural Representations

Interested in graph and topological deep learning?🍩 Join us this wednesday online for this exciting Symmetry and Geometry in Neural Representations global seminar series!🌟

At last, Topological Neural Networks are fast!🚀 HOPSE builds a encoder for combinatorial complexes, enabling topological deep learning (TDL) w/o the usual computational drag. A major step forward for TDL! By Martin Guillermo Bernárdez Marco Lev Telyatnikov Geometric Intelligence Lab

Rising atmospheric demand for moisture is gradually intensifying droughts, according to new research co-led by #UCSB’s Climate Hazards Center. 🌡️ This has serious implications for agriculture, water security and wildfires. Full story: ow.ly/VIj850W4maf

Congrats to the winners of the 2025 Global Datathon on Women's Brain Health! 🥇Manh Nguyen, Thu Nguyen -FPT University 🥈Baixue Yao, Xiaoyue Zhang -Flagship Labs 84 🥉Wei Lyu, Zhida Wang UC Santa Barbara from 1000s of participants around the globe🌐 The Ann S. Bowers Women's Brain Health Initiative WiDS Datathon

Watch the 2025 winners explain their solution predicting ADHD across sexes🧠: 📺 youtu.be/i6XdxAa9Bak Thanks to Valerie Elliott Arianna Zuanazzi Amy Kuceyeski | @[email protected] Maggie Demkin WiDS_Datathon The Ann S. Bowers Women's Brain Health Initiative Kaggle Child Mind Institute for organizing and congratulations to all the participants!

Glad to share this work to build connections between these two research areas! Full paper is available at: arxiv.org/pdf/2505.22829.

The era of artificial scientific intelligence is here. As algorithms generate discoveries at scale, what role remains for human scientists?🤔 Thanks PLOS Biology for publishing my perspective Real AI @ UCSB UCSB ECE UC Santa Barbara's College of Engineering UC Santa Barbara ! journals.plos.org/plosbiology/ar…

With Haewon Jeong Yao Qin Geometric Intelligence Lab !

Check out a new perspective from Nina Miolane 🦋 @ninamiolane.bsky.social on the role of human scientists in an era where discoveries by artificial intelligence are increasing 🧠👽

📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. neurreps.org/call-for-papers

🚨One of the coolest workshops in AI is back! NeurReps 2025 is calling for papers on symmetry, geometry & topology in neural networks 🧠📐 If your work bridges theory & structure — don’t miss this. 📅 Deadline: Aug 22

big thanks to our incredible lineup of invited speakers: SueYeon Chung (SueYeon Chung), Surya Ganguli (Surya Ganguli), Max Tegmark (Max Tegmark), Katrin Franke (Katrin Franke), Bastian Rieck (Bastian Grossenbacher-Rieck), and Razvan Pascanu!

SueYeon Chung Surya Ganguli Max Tegmark Katrin Franke Bastian Grossenbacher-Rieck and big thanks to our amazing area chairs: Meenakshi Khosla ( Meenakshi Khosla) Neuroscience + Interpretability Soledad Villar (Soledad Villar) Symmetry + Equivariance Mathilde Papillon (Mathilde Papillon🦋 mathildepapillon .bsky .social) Topological + Geometric ML

NeurReps is back for its 4th edition at NeurIPS 2025!