Yunchao (Lance) Liu (刘运超)
Dr. Yunchao (Lance) Liu, is currently a Computational Scientist at the Broad Institute of MIT and Harvard. His research aims at developing novel state-of-the-art geometric deep learning models for understanding genomics.
He received his PhD from the Vanderbilt University, where he ws advised by Dr. Jens Meiler and Dr. Tyler Derr. His Ph.D research focused on the development of AI models for drug discovery applications.
Topological/Geometric Deep Learning
Generative Models
Genomics/Small Molecule/Proteins
Education
Received PhD degree in Computer Science from Vanderbilt University. Research focused on developing advanced AI technologies for computer aided drug discovery.
Received master degree in Computer Science, Intelligent System Track, from University of Texas at Dallas.
Received bachelor degree in management from Beijing University of Posts and Telecommunications.
Publications
Advancements in Ligand-Based Virtual Screening through the Synergistic Integration of Graph Neural Networks and Expert-Crafted Descriptors
Authors: Yunchao (Lance) Liu, Rocco Moretti, Yu Wang, Bobby Bodenheimer, Tyler Derr, Jens Meiler
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
Authors: Yunchao (Lance) Liu*, Ha Dong*, Xin Wang*, Rocco Moretti, Yu Wang, Zhaoqian Su, Jiawei Gu, Bobby Bodenheimer, Charles David Weaver, Jens Meiler, Tyler Derr
Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery
Authors: Yunchao (Lance) Liu, Yu Wang, Oanh Vu, Rocco Moretti, Bobby Bodenheimer, Jens Meiler, Tyler Derr
Talks
Photos
