9 must-see posters at ICML 2025
This year, 9 posters from MIT Jameel Clinic researchers are being presented at the 42nd International Conference on Machine Learning in Vancouver, Canada. If you’re interested in research focused on molecular machine learning or clinical AI, we’ve organized all the presentations into one post for your viewing pleasure.
Tuesday, July 15
Poster Session 1, West
Identifying biological perturbation targets through causal differential networks
Menghua Wu · Umesh Padia · Sean Murphy · Regina Barzilay · Tommi Jaakkola
Poster Session 2, West
DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra
Montgomery Bohde · Mrunali Manjrekar · Runzhong Wang · Shuiwang Ji · Connor Coley
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning
Runzhong Wang · Rui-Xi Wang · Mrunali Manjrekar · Connor Coley
Poster Session 2, East
Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions
Yik Siu Chan · Narutatsu Ri · Yuxin Xiao · Marzyeh Ghassemi
Wednesday, July 16
Poster Session 3, West
Probabilistic Factorial Experimental Design for Combinatorial Interventions
Divya Shyamal · Jiaqi Zhang · Caroline Uhler
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
Jeet Mohapatra · Nima Dehmamy · Csaba Both · Subhro Das · Tommi Jaakkola
Poster Session 3, East
LEMoN: Label Error Detection using Multimodal Neighbors
Haoran Zhang · Aparna Balagopalan · Nassim Oufattole · Hyewon Jeong · Yan Wu · Jiacheng Zhu · Marzyeh Ghassemi
Poster Session 4, East
LEAPS: A discrete neural sampler via locally equivariant networks
Peter Holderrieth · Michael Albergo · Tommi Jaakkola
Friday, July 18
GenBio Workshop Spotlight: ProxelGen: Generating Proteins as 3D Densities
Felix Faltings · Hannes Stärk · Regina Barzilay · Tommi Jaakkola
