1 citations · 1 across the 4 of their papers we have counts for
4 papers
An Integrative Computational Approach to Predict Viral Epitopes by Targeting the MHC-TCR Complexation
Jaya Vasavi Pamidimukkala, Roshan Balaji, Nirav Pravinbhai Bhatt +1
T-cell immunity acts as a major defense system against controlling viral infections in vertebrates. During viral entry, innate immune cells degrade the viral proteins (antigens) an…
BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives
Aarush Sinha, Pavan Kumar S, Roshan Balaji +1
Hard negatives are essential for training effective retrieval models. Hard-negative mining typically relies on ranking documents using cross-encoders or static embedding models bas…
Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction
Roshan Balaji, Joe Bobby, Nirav Pravinbhai Bhatt
Molecular property prediction using deep learning (DL) models has accelerated drug and materials discovery, but the resulting DL models often lack interpretability, hindering their…
A Large Scale Investigation of Scaling Limits in Chemical Language Models
Kamran Chitsaz, Roshan Balaji, Quentin Fournier +2
Chemical Language Models (CLMs) are increasingly used in de novo drug design, driven by recent growth in model scale, compute, and dataset size. However, the relationship between d…