Assistant Professor @ Arizona State University & DPhil in Statistics @ University of Oxford
Repositories
SherylHYX/pytorch_geometric_signed_directed
PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.
SherylHYX/ProxFuse
SherylHYX/MSGNN
Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.
SherylHYX/SSSNET_Signed_Clustering
Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.
SherylHYX/AUROC-vs-AUPRC
Code for final year project: AUROC vs AUPRC.
SherylHYX/Scan-flood-Fill
Official code for the CVPR2019 workshop paper -- Scan-flood-Fill: an Efficient Automatic Precise Region Filling Algorithm for Complicated Regions
SherylHYX/DIGRAC_Directed_Clustering
Official code for the LoG2022 paper -- DIGRAC: Digraph Clustering Based on Flow Imbalance.
SherylHYX/GNNRank
Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks
SherylHYX/CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
SherylHYX/GNN_Sync
Official code for the ICLR2024 paper -- Robust Angular Synchronization via Directed Graph Neural Networks
SherylHYX/GNN_MF_GE
Official Code for the ICML 2024 paper: Generalization Error of Graph Neural Networks in the Mean-field Regime
SherylHYX/Collaborative-RStudio-GitHub
SherylHYX/GNNPapers
Must-read papers on graph neural networks (GNN)
SherylHYX/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
SherylHYX/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
SherylHYX/Ro-SOS-Metric-Expression-Network-MEnet-for-Robust-Salient-Object-Segmentation
Official code for the paper "Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object Segmentation"
SherylHYX/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
SherylHYX/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
SherylHYX/CSNE
Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)
SherylHYX/SiGAT
source code for signed graph attention networks
SherylHYX/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
SherylHYX/pyg_autoscale
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
SherylHYX/pytorch-Deep-Learning
Deep Learning (with PyTorch)
SherylHYX/DiGCN
Implement of DiGCN, NeurIPS-2020
SherylHYX/MTGNN
SherylHYX/DySAT
Representation learning on dynamic graphs using self-attention networks
SherylHYX/SigNet
A package for clustering of Signed Networks
SherylHYX/ASiNE
This repository provides a reference implementation of ASiNE: Adversarial Signed Network Embedding (SIGIR 2020).
SherylHYX/paperai
AI-powered literature discovery and review engine for medical/scientific papers