SherylHYX

AUROC-vs-AUPRC

Code for final year project: AUROC vs AUPRC.

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

DIGRAC_Directed_Clustering

Official code for the LoG2022 paper -- DIGRAC: Digraph Clustering Based on Flow Imbalance.

GNN_Sync

Official code for the ICLR2024 paper -- Robust Angular Synchronization via Directed Graph Neural Networks

GNNRank

Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

MSGNN

Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.

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.

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"

Scan-flood-Fill

Official code for the CVPR2019 workshop paper -- Scan-flood-Fill: an Efficient Automatic Precise Region Filling Algorithm for Complicated Regions

SSSNET_Signed_Clustering

Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.

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/GNNRank

Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

SherylHYX/SSSNET_Signed_Clustering

Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.

SherylHYX/MSGNN

Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.

SherylHYX/DIGRAC_Directed_Clustering

Official code for the LoG2022 paper -- DIGRAC: Digraph Clustering Based on Flow Imbalance.

SherylHYX/GNN_Sync

Official code for the ICLR2024 paper -- Robust Angular Synchronization via Directed Graph Neural Networks

SherylHYX/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

SherylHYX/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

SherylHYX/SherylHYX.github.io

SherylHYX/ASiNE

This repository provides a reference implementation of ASiNE: Adversarial Signed Network Embedding (SIGIR 2020).

SherylHYX/Collaborative-RStudio-GitHub

SherylHYX/CorrectAndSmooth

SherylHYX/CSNE

Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)

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/DiGCN

Implement of DiGCN, NeurIPS-2020

SherylHYX/DySAT

Representation learning on dynamic graphs using self-attention networks

SherylHYX/example_project_demonstrator

Used as an example R project for practical in reproducible workflow.

SherylHYX/GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

SherylHYX/GNN_MF_GE

Official Code for the ICML 2024 paper: Generalization Error of Graph Neural Networks in the Mean-field Regime

SherylHYX/GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

SherylHYX/MTGNN

SherylHYX/paperai

AI-powered literature discovery and review engine for medical/scientific papers

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/pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

SherylHYX/SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

SherylHYX/SiGAT

source code for signed graph attention networks

SherylHYX/SigNet

A package for clustering of Signed Networks

SherylHYX/SPMF

Signed Network Representation by Preserving Multi-order Signed Proximity

SherylHYX/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.