Vignesh Ram Somnath
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5)
🗺️
Taxonomy Completionist
(14)
Conferences
AISTATS (2)
NIPS (2)
ICLR (1)
UAI (1)
Top co-authors
Keywords
graph neural network
(2)
variational inference
(1)
bayesian inference
(1)
causal discovery
(1)
gradient-based optimization
(1)
protein representation
(1)
gaussian process
(1)
stochastic process
(1)
diffusion model
(1)
molecular graph
(1)
graph machine learning
(1)
data alignment
(1)
protein structure
(1)
molecular property prediction
(1)
multi-scale representation
(1)
graph kernel
(1)
schrodinger bridge
(1)
intervention target
(1)
stochastic dynamics
(1)
isotropic process
(1)
Papers
Composing Unbalanced Flows for Flexible Docking and Relaxation
ICLR 2025
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
AISTATS 2023
Isotropic Gaussian Processes on Finite Spaces of Graphs
AISTATS 2023
Aligned Diffusion Schrödinger Bridges
UAI 2023
Learning Graph Models for Retrosynthesis Prediction
NIPS 2021
Multi-Scale Representation Learning on Proteins
NIPS 2021