36 citations · 39 across the 3 of their papers we have counts for
3 papers
q-bio.QM2020★ 3 cited
Dynamics-based peptide-MHC binding optimization by a convolutional variational autoencoder: a use-case model for CASTELO
David Bell, Giacomo Domeniconi, Chih-Chieh Yang +3
An unsolved challenge in the development of antigen specific immunotherapies is determining the optimal antigens to target. Comprehension of antigen-MHC binding is paramount toward…
cs.LG2020
CASTELO: Clustered Atom Subtypes aidEd Lead Optimization -- a combined machine learning and molecular modeling method
Leili Zhang, Giacomo Domeniconi, Chih-Chieh Yang +3
Drug discovery is a multi-stage process that comprises two costly major steps: pre-clinical research and clinical trials. Among its stages, lead optimization easily consumes more t…
cs.LG2019★ 36 cited
Accelerating Data Loading in Deep Neural Network Training
Chih-Chieh Yang, Guojing Cong
Data loading can dominate deep neural network training time on large-scale systems. We present a comprehensive study on accelerating data loading performance in large-scale distrib…