Siddhartha Laghuvarapu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Physico Chemical

Language Modeling Approaches

Density Estimation

Top Venues

J. Comput. Chem.

J. Chem. Inf. Model.

Publications

Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun
Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models. CoRR (2024)
Suyash Gupta, Siddhartha Laghuvarapu, U. Deva Priyakumar
GraphDDI: Graph Neural Network for Prediction of Drug-Drug Interaction. AIiH (1) (2024)
Tao Feng, Pengcheng Xu, Tianfan Fu, Siddhartha Laghuvarapu, Jimeng Sun
Molecular De Novo Design through Transformer-based Reinforcement Learning. CoRR (2023)
Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift. NeurIPS (2023)
Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun
Conformal Drug Property Prediction with Density Estimation under Covariate Shift. CoRR (2023)
Rohit Modee, Siddhartha Laghuvarapu, U. Deva Priyakumar
Benchmark study on deep neural network potentials for small organic molecules. J. Comput. Chem. 43 (5) (2022)
Manan Goel, Shampa Raghunathan, Siddhartha Laghuvarapu, U. Deva Priyakumar
MoleGuLAR: Molecule Generation Using Reinforcement Learning with Alternating Rewards. J. Chem. Inf. Model. 61 (12) (2021)
Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta, U. Deva Priyakumar
Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules. AAAI (2020)
Siddhartha Laghuvarapu, Yashaswi Pathak, U. Deva Priyakumar
BAND NN: A Deep Learning Framework for Energy Prediction and Geometry Optimization of Organic Small Molecules. J. Comput. Chem. 41 (8) (2020)