LirongWu/GCML LirongWu/GCML

  • Stars
    star
    18
  • Rank 1,208,065 (Top 24 %)
  • Language
    Python
  • License
    MIT License
  • Created about 3 years ago
  • Updated almost 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
LirongWu/GCML
github

LirongWu

Reviews

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

Repository Details

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

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

GraphMixup

Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
Python
16
star
6

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
7

KRD

Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"
Python
11
star
8

RFA-GNN

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

MD-GNN

Code for NCAA paper "Multi-level Disentanglement Graph Neural Network"
Python
8
star
10

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
11

DCV

Code for TNNLS paper "Deep Clustering and Visualization for End-to-End High Dimensional Data analysis"
Python
7
star
12

Homophily-Enhanced-Self-supervision

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