Guadalupe Gonzalez

I am happy to share our new ICML work, a new score-based generative model for molecules conditioned on protein structures. arxiv.org/abs/2405.03961 (below is an example of a single-chain generating ligands)

And that's a wrap on the LOGML 2025 Summer School! 🚀 We’ve been quiet on here, but that’s because we were busy with 100 brilliant minds diving deep into geometry, ML, and social activities. 😉

Congrats @LogmlSchool for running an in-person grad ML summer school at @imperialcollege and opening up research opportunities for students worldwide! 👏 logml.ai Thanks to organizers, @valegiunca, and mentors @justguadaa @_cagarwal @ruthie_johnson @YEktefaie…

⭐️LOGML is back and we are looking for mentors!⭐️ Do you work in geometry or machine learning? Apply by February 16th! Mentors lead a group of 6 students to work on a project during the week and some groups end up publishing their work. More information at logml.ai

LLMs are highly constrained biological sequence optimizers. In new work led by @_angie_chen & @samuel_stanton_ , we show how to drive an active learning loop for protein design with an LLM. 1/

The slides from @_cagarwal’s and my session on explainability in graph DL for biomedicine are now available! Explore the methods, metrics, and applications we covered: tinyurl.com/tutorial-ismb-… 🌐💻 #ISMB2024 #GraphDL #Explainability

🎓 And that's a wrap on the LOGML Summer School! 🥰 It was an incredible experience organizing it. A huge thank you to all our speakers for their insightful talks, to our mentors for making it an unforgettable experience for the students, and to all of you for attending! 👏

👋🏽Somos #MujeresLatinasenSTEM estamos creando una red de científicas latinoamericanas en 🇺🇸. Las invitamos al 1er simposio: "Forjando nuevas fronteras en las ciencias de la vida: El viaje de las mujeres latinoamericanas en EE.UU" 📅18 Oct 📍Bay Area, CA youtu.be/ubi7v62kcpM?si…

On knowing a gene: Distributional hypothesis of gene function Just as words derive meanings from context, genes can switch their roles with biological surroundings. Traditional gene annotations miss this Advances in transformers suggest a new perspective: gene functions as…

📣 This year at #ICML2024 we are hosting ✨ @GRaM_workshop ✨ Geometry-grounded representation learning and generative modeling. We welcome submissions in multiple tracks i.e. 📄 Proceedings, 🆕 extended abstract, 📝Blogpost/tutorial track as well as🏆 TDA challenge.

Not the new "O" model, but excited to share our recent work on understanding the Safety implications of LLMs for healthcare settings. We release the Med-Safety-Benchmark to evaluate and train for Medical Safety and Ethics in LLMs. Work led by the wonderful @tessa1157!!

Thanks @mmbronstein — such a nice adventure it has been! P.S. @justguadaa , attaching a little memory from the graduation day…

Thank you @mmbronstein, I couldn’t have asked for a better mentor!

Join us tomorrow Fri, May 10 @ 2:15pm CET (8:15am EST) for Co-Founder and Senior Director of Frontier Research @kchonyc's Invited Talk at #ICLR2024, "Machine Learning in Prescient Design's Lab-in-the-Loop Antibody Design"! 🧪➰ 🖥️

If you're at #ICLR2024 🇦🇹 this week and interested in ML for drug discovery, stop by our posters to chat with us and our team! x.com/PrescientDesig…

Check out our work today at #ICLR2024. We insert a concept bottleneck layer into generative models, which allows us to interpret, control, and debug them. This is a first step towards interpretable generative modeling! @juliusadml @hcorrada @stephenrra @kchonyc