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Xingyue Huang's Projects

alphafold1 icon alphafold1

This repository contains implementations and illustrative code to accompany DeepMind publications

alphafold_pytorch icon alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

cmpnn icon cmpnn

The official implementation of "A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs" (NeurIPS 2023)

cntk icon cntk

Convolutional Neural Tangent Kernel

compgcn_neptune icon compgcn_neptune

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

cu-tsp icon cu-tsp

Implementation of Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

gnn-qe icon gnn-qe

Official implementation of Graph Neural Network Query Executor (ICML 2022)

nodepiece icon nodepiece

Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)

proteinnet icon proteinnet

Standardized data set for machine learning of protein structure

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