12 citations · 27 across the 5 of their papers we have counts for
4 papers · 1 filter
Assessing the potential of deep learning for protein-ligand docking
Alex Morehead, Nabin Giri, Jian Liu +2
The effects of ligand binding on protein structures and their in vivo functions carry numerous implications for modern biomedical research and biotechnology development efforts suc…
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action
Zhiye Guo, Jian Liu, Yanli Wang +4
Denoising diffusion models have emerged as one of the most powerful generative models in recent years. They have achieved remarkable success in many fields, such as computer vision…
EGR: Equivariant Graph Refinement and Assessment of 3D Protein Complex Structures
Alex Morehead, Xiao Chen, Tianqi Wu +2
Protein complexes are macromolecules essential to the functioning and well-being of all living organisms. As the structure of a protein complex, in particular its region of interac…
DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment
Xiao Chen, Alex Morehead, Jian Liu +1
Proteins interact to form complexes to carry out essential biological functions. Computational methods have been developed to predict the structures of protein complexes. However,…