SherylHYX/MSGNN

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Language
Python
License
MIT License
Created over 2 years ago
Updated almost 2 years ago

SherylHYX/MSGNN

SherylHYX

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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.

GNNRank

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

Jupyter Notebook

SSSNET_Signed_Clustering

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

Jupyter Notebook

Scan-flood-Fill

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

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

AUROC-vs-AUPRC

Code for final year project: AUROC vs AUPRC.

Jupyter Notebook

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.github.io