Vignesh Ram Somnath
6 papers
· 2021–2025
· 4 conferences
· across top CS/AI conferences
Achievements
🌉
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)