Workshops & Demos & Abstracts

2021

[ NeurIPS AI4Science ] Adaptive Pseudo-labeling for Quantum Calculations

Kexin Huang, Vishnu Sresht, Brajesh Rai, Mykola Bordyuh

[ ICML IMLH, Best Paper Award ] Interactive Visual Explanations for Deep Drug Repurposing

Qianwen Wang*, Kexin Huang*, Payal Chandak*, Nils Gehlenborg, Marinka Zitnik

Paper / Website

[ ISMB/ECCB BioVis, Talk ] Explaining Deep Learning Approaches in Drug Repurposing through Interactive Data Visualization

Qianwen Wang*, Kexin Huang*, Payal Chandak*, Marinka Zitnik, Nils Gehlenborg

2020

[ NeurIPS Demo ] MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning

Kexin Huang, Tianfan Fu, Dawood Khan, Ali Abid, Ali Abdalla, Abubakar Abid, Lucas M. Glass, Marinka Zitnik, Cao Xiao, Jimeng Sun

Website / Paper / GitHub / Talk video

[ NeurIPS ML4H ] An Interpretable End-to-end Fine-tuning Approach for Long Clinical Text

Kexin Huang, Sankeerth Garapati, Alexander S Rich

*Work done at Flatiron Health. Code is proprietary.

[ ICML Comp Bio, Spotlight ] scGNN: scRNA-seq Dropout Imputation via Induced Hierarchical Cell Similarity Graph

Kexin Huang