geometric-deep-learning topic

Source code for "Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures"

zetayue

Carla Multi Agent Deep Reinforcement Learning

GonVas

[ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.

Graph-COM

TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design

mims-harvard

General Strategy for Unlearning in Graph Neural Networks

mims-harvard

3D shape analysis using deep learning

Sentinal4D

Contextualizing protein representations using deep learning on protein networks and single-cell data

mims-harvard

Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.

basiralab

Geometric Latent Diffusion Models for 3D Molecule Generation

MinkaiXu

Code for our Nature Scientific Reports paper "A universal framework for accurate and efficient geometric deep learning of molecular systems"

XieResearchGroup