Siddhartha Laghuvarapu
3 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Core AI
(2)
Core Methods
(2)
Research
(2)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
conformal prediction
(2)
covariate shift
(2)
drug discovery
(2)
message passing
(1)
pharmacokinetic property
(1)
importance weighting
(1)
distribution shift
(1)
kernel density estimation
(1)
molecular graph
(1)
energy-based model
(1)
drug property prediction
(1)
molecular property prediction
(1)
kernel mean matching
(1)
coverage guarantee
(1)
message passing neural network
(1)
graph neural network
(1)
drug-like molecule
(1)
solvation free energy
(1)
density estimation
(1)
uncertainty quantification
(1)
Papers
KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching
UAI 2026
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
NeurIPS 2023
Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules
AAAI 2020