Somnath, Vignesh Ram

11 publications

ICLR 2025 Composing Unbalanced Flows for Flexible Docking and Relaxation Gabriele Corso, Vignesh Ram Somnath, Noah Getz, Regina Barzilay, Tommi Jaakkola, Andreas Krause

ICMLW 2024 Decoding Chemical Predictions: Group Contribution Methods for XAI Gabriel Cathoud, Vignesh Ram Somnath, Luis Macedo, Kjell Jorner

ICMLW 2024 Flexible Docking via Unbalanced Flow Matching Gabriele Corso, Vignesh Ram Somnath, Noah Getz, Regina Barzilay, Tommi Jaakkola, Andreas Krause

ICMLW 2024 Flexible Docking via Unbalanced Flow Matching Gabriele Corso, Vignesh Ram Somnath, Noah Getz, Regina Barzilay, Tommi Jaakkola, Andreas Krause

UAI 2023 Aligned Diffusion Schrödinger Bridges Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, Maria Rodriguez Martinez, Andreas Krause, Charlotte Bunne

ICMLW 2023 Aligned Diffusion Schrödinger Bridges Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, Maria Rodriguez Martinez, Andreas Krause, Charlotte Bunne

AISTATS 2023 BaCaDI: Bayesian Causal Discovery with Unknown Interventions Alexander Hägele, Jonas Rothfuss, Lars Lorch, Vignesh Ram Somnath, Bernhard Schölkopf, Andreas Krause

AISTATS 2023 Isotropic Gaussian Processes on Finite Spaces of Graphs Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause

NeurIPSW 2022 ChromFormer: A Transformer-Based Model for 3D Genome Structure Prediction Henry Valeyre, Pushpak Pati, Federico Gossi, Vignesh Ram Somnath, Adriano Martinelli, Marianna Rapsomaniki

NeurIPS 2021 Learning Graph Models for Retrosynthesis Prediction Vignesh Ram Somnath, Charlotte Bunne, Connor Coley, Andreas Krause, Regina Barzilay

NeurIPS 2021 Multi-Scale Representation Learning on Proteins Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause