BUPT GAMMA Lab (@BUPT-GAMMA)
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BUPT-GAMMA

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  • Stars
    star
    1,805
  • Global Org. Rank 10,005 (Top 4 %)
  • Registered almost 5 years ago
  • Most used languages
    Python
         97.5 %
    MATLAB
         2.5 %
  • Location 🇨🇳 China
  • Country Total Rank 2,919
  • Country Ranking
    Python
         355
    MATLAB
         1,538

Top repositories

1

OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
Python
772
star
2

OpenHINE

An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)
Python
282
star
3

HGAT

Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)
Python
234
star
4

GFMPapers

Must-read papers on graph foundation models (GFMs)
174
star
5

GammaGL

A multi-backend graph learning library.
Python
174
star
6

CompareNet_FakeNewsDetection

Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge (ACL 2021)
Python
86
star
7

CPF

The official code of WWW2021 paper: Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework
Python
63
star
8

Multi-Component-Graph-Convolutional-Collaborative-Filtering

Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"
Python
60
star
9

Graph-Structure-Estimation-Neural-Networks

Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"
Python
47
star
10

CIAH

Co-clustering Interactions via Attentive Hypergraph Neural Network (SIGIR 2022)
Python
24
star
11

HeCo

This repo is for source code of KDD 2021 paper "Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning".
Python
23
star
12

Space4HGNN

Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network
Python
22
star
13

Uncovering-the-Structural-Fairness-in-Graph-Contrastive-Learning

Source code for NeurIPS 2022 paper "Uncovering the Structural Fairness in Graph Contrastive Learning"
Python
21
star
14

PTHGNN

source code of KDD 2021 paper "Pre-training on Large-Scale Heterogeneous Graph".
Python
20
star
15

CuCo

source code of IJCAI 2021 paper "Graph Representation with Curriculum Contrastive Learning"
Python
20
star
16

MetaDyGNN

Python
19
star
17

RoHe

Python
15
star
18

THIGE

The source will be uploaded recently
Python
14
star
19

LafAK

The code of paper "Adversarial Label-Flipping Attack and Defense for Graph Neural Networks" (ICDM 2020)
Python
13
star
20

CaGCN

This repo is for source code of NeurIPS 2021 paper "Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration".
Python
12
star
21

SCCAIN

The source will be uploaded recently
Python
10
star
22

AM-GCN

KDD 2020: AM-GCN: Adaptive Multi-channel Graph Convolutional Networks
Python
8
star
23

Design-Space-for-GNN-based-CF

Python
8
star
24

Heterogeneous-Information-Network-Embedding-with-Adversarial-Disentangler

Source code for TKDE 2021 paper "Heterogeneous Information Network Embedding with Adversarial Disentangler"
Python
7
star
25

AAGOD

7
star
26

CITGNN

Python
6
star
27

HPGE

Dynamic Heterogeneous Graph Embedding via Heterogeneous Hawkes Process (ECML-PKDD 2020)
Python
6
star
28

IGM

source code of AAAI 2024 paper "Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization".
6
star
29

NASA

Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations
Python
6
star
30

CPT-HG

Python
5
star
31

AEHCL

Python
5
star
32

SpCo

Python
5
star
33

HDE

Python
4
star
34

IJCAI2020-DCKM

MATLAB
4
star
35

TAN

source code of CIKM 2021 paper "Neural Information Diffusion Prediction withTopic-Aware Attention Network"
Python
4
star
36

GCIL

Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective
3
star
37

GNN-LF-HF

WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework
Python
3
star
38

FedHGNN

The source code of FedHGNN
Python
3
star
39

DR-GST

Python
2
star
40

HeteSamp

Python
2
star
41

POT-GCL

Python
1
star
42

HAN

1
star
43

HGSRec

Python
1
star
44

Specformer

Python
1
star
45

LTD

Python
1
star