LirongWu/Homophily-Enhanced-Self-supervision LirongWu/Homophily-Enhanced-Self-supervision

  • Stars
    star
    7
  • Rank 2,284,291 (Top 46 %)
  • Language
    Python
  • License
    MIT License
  • Created over 2 years ago
  • Updated 7 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
LirongWu/Homophily-Enhanced-Self-supervision
github

LirongWu

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"

More Repositories

1

awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
1,345
star
2

awesome-protein-representation-learning

Awesome Protein Representation Learning
517
star
3

KDGA

Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"
Python
196
star
4

MAPE-PPI

Code for ICLR 2024 (Spotlight) paper "MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding"
Python
112
star
5

GCML

Code for WACV 2022 paper "Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation"
Python
18
star
6

GraphMixup

Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
Python
16
star
7

FF-G2M

Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effective GNN-to-MLP Distillation Framework"
Python
16
star
8

KRD

Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"
Python
11
star
9

RFA-GNN

Code for TNNLS paper "Beyond Homophily and Homogeneity Assumption: Relation-based Frequency Adaptive Graph Neural Networks"
Python
9
star
10

MD-GNN

Code for NCAA paper "Multi-level Disentanglement Graph Neural Network"
Python
8
star
11

PSC-CPI

Code for AAAI 2024 paper "PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction"
Python
8
star
12

DCV

Code for TNNLS paper "Deep Clustering and Visualization for End-to-End High Dimensional Data analysis"
Python
7
star
13

L2A

Code for ECML-PKDD 2023 paper "Learning to Augment Graph Structure for both Homophily and Heterophily Graphs"
Python
4
star
14

LirongWu

1
star
15

lirongwu.github.io

HTML
1
star
16

TGS

Code for TKDE paper "A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation"
Python
1
star