Machine Learning

Generate novel molecules with desired properties using deep generative models from latent space and optimal transition-based sampling.

GraB-sampler is the optimal permutation-based SGD data sampler for PyTorch

NoteAid Epic is a patient-oriented web application that helps patients read their doctor notes.

NoteAid is a BioNLP system that automatically recognizes medical concepts and translates medical jargon into patient-oriented lay language.

NoteAid is a BioNLP system that automatically recognizes medical concepts and translates medical jargon into patient-oriented lay language.

3D Part Segmentation on ShapeNet-Part

Evaluate effects of different kind of prior knowledge in causal structure learning from data

A simplified drug discovery pipeline