22 results found Sort:

ChandlerBang
awesome-self-supervised-gnn ChandlerBang
165
1.5k
unknown
52
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
pretraining graph-mining pre-training deep-learning machine-learning graph-neural-networks self-supervised-learning graph-self-supervised-learning
Created 2020-05-27
259 commits to master branch, last one 4 months ago
DSE-MSU
DeepRobust DSE-MSU
191
954
mit
16
A pytorch adversarial library for attack and defense methods on images and graphs
defense graph-mining deep-learning machine-learning adversarial-attacks adversarial-examples deep-neural-networks graph-neural-networks graph-convolutional-networks
Created 2019-09-21
854 commits to master branch, last one 2 months ago
wehos
awesome-graph-transformer wehos
58
686
unknown
18
Papers about graph transformers.
transformer graph-mining transformers deep-learning machine-learning graph-transformer graph-neural-networks
Created 2021-09-10
48 commits to main branch, last one 3 months ago
flyingdoog
awesome-graph-explainability-papers flyingdoog
63
602
unknown
26
Papers about explainability of GNNs
xai graph-mining deep-learning explainability explainable-ai machine-learning graph-neural-networks
Created 2021-11-01
264 commits to main branch, last one 4 days ago
ysig
GraKeL ysig
96
586
other
10
A scikit-learn compatible library for graph kernels
graph-mining scikit-learn graph-kernels bioinformatics chemoinformatics graph-similarity graph-classification graph-similarity-algorithms
Created 2017-10-31
943 commits to master branch, last one 4 months ago
XiaoxiaoMa-MQ
Awesome-Deep-Graph-Anomaly-Detection XiaoxiaoMa-MQ
47
308
mit
6
Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We al...
graphs fake-news data-mining graph-mining deep-learning misinformation security-tools fraud-detection rumor-detection machine-learning anomaly-detection malware-detection fake-news-detection graph-mining-systems graph-anomaly-detection anomaly-detection-models anomaly-detection-algorithm
Created 2021-11-23
174 commits to main branch, last one about a year ago
ChandlerBang
Pro-GNN ChandlerBang
45
276
unknown
5
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
defense pytorch graph-mining deep-learning attack-defense machine-learning adversarial-attacks graph-neural-networks graph-structure-recovery semi-supervised-learning
Created 2020-05-20
32 commits to master branch, last one about a year ago
dbs-leipzig
gradoop dbs-leipzig
89
244
apache-2.0
25
Distributed Temporal Graph Analytics with Apache Flink
graph apache-flink graph-mining property-graph temporal-graph pattern-matching distributed-graph-analytics
Created 2014-11-07
1,227 commits to develop branch, last one 4 days ago
danielzuegner
nettack danielzuegner
55
217
mit
7
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
graph-mining deep-learning neural-networks machine-learning adversarial-attacks
Created 2018-06-03
14 commits to master branch, last one 2 years ago
safreita1
TIGER safreita1
23
147
mit
4
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
graph attack defense networks diffusion epidemics netshield robustness simulation data-mining data-science graph-attack graph-mining vulnerability network-attack machine-learning cascading-failures adversarial-attacks
Created 2020-06-07
170 commits to master branch, last one about a year ago
THUMNLab
awesome-graph-ood THUMNLab
9
145
mit
10
Papers about out-of-distribution generalization on graphs.
graph-mining deep-learning machine-learning graph-neural-networks out-of-distribution-generalization
Created 2022-10-06
3 commits to master branch, last one about a year ago
danielzuegner
gnn-meta-attack danielzuegner
26
139
mit
6
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
graph-mining deep-learning meta-learning neural-networks machine-learning adversarial-attacks graph-neural-network graph-neural-networks
Created 2019-02-13
10 commits to master branch, last one 2 years ago
jinhongjung
pyrwr jinhongjung
25
116
mit
1
Python Implementation for Random Walk with Restart (RWR)
rwr graph network python3 pagerank graph-mining personalized-pagerank node-to-node-similarity random-walk-with-restart personalized-node-ranking
Created 2018-07-07
71 commits to master branch, last one about a year ago
chenxuhao
ReadingList chenxuhao
21
116
unknown
9
Papers on Graph Analytics, Mining, and Learning
graph random-walk graph-mining graph-theory graph-querying graph-sampling graph-analytics graph-databases graph-algorithms graph-clustering graph-coarsening graph-partitioning parallel-computing graph-pattern-mining graph-neural-networks hardware-accelerators graph-machine-learning graph-pattern-matching
Created 2020-04-15
99 commits to master branch, last one about a year ago
ehab-abdelhamid
GraMi ehab-abdelhamid
40
105
other
8
GraMi is a novel framework for frequent subgraph mining in a single large graph, GraMi outperforms existing techniques by 2 orders of magnitudes. GraMi supports finding frequent subgraphs as well as...
graph graph-mining frequent-patterns frequent-subgraph-mining
Created 2014-03-12
14 commits to master branch, last one 6 years ago
benedekrozemberczki
walklets benedekrozemberczki
22
101
gpl-3.0
9
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
gensim walklet deepwalk graphlet node2vec word2vec embedding multiscale graph-mining deep-learning dont-walk-skip node-embedding word-embedding edge-prediction graph-embedding machine-learning graph-convolution node-classification graph-neural-networks dimensionality-reduction
Created 2018-08-09
97 commits to master branch, last one about a year ago
ChandlerBang
SelfTask-GNN ChandlerBang
19
93
unknown
3
Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"
graph-mining deep-learning machine-learning graph-neural-networks self-supervised-learning
Created 2020-06-17
9 commits to master branch, last one 3 years ago
habedi
PracticalMachineLearning habedi
24
81
bsd-3-clause
7
A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source
kaggle pandas python datasets data-mining data-science graph-mining scikit-learn data-analysis deep-learning self-learning graph-algorithms jupyter-notebook machine-learning anomaly-detection zeppelin-notebook deep-neural-networks data-science-resourses artificial-intelligence python-machine-learning
Created 2017-11-11
676 commits to master branch, last one 10 days ago
MGitHubL
Chinese-Reading-Notes-of-Graph-Learning MGitHubL
8
69
unknown
2
This repository has no description...
graph graph-mining graph-learning graph-embedding network-embedding graph-neural-networks graph-representation-learning network-representation-learning
Created 2022-10-15
33 commits to main branch, last one 5 months ago
benedekrozemberczki
RolX benedekrozemberczki
19
63
gpl-3.0
2
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
rolx refex gensim deepwalk node2vec word2vec embedding struc2vec tensorflow graph-mining deep-learning factorization node-embedding graph-embedding machine-learning matrix-factorization structural-embedding unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-05-29
68 commits to master branch, last one about a year ago
ChandlerBang
SimP-GCN ChandlerBang
12
56
unknown
3
Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"
robustness graph-mining deep-learning adversarial-attacks graph-neural-networks graph-convolutional-networks
Created 2020-11-15
6 commits to main branch, last one 3 years ago
JihoChoi
social-network-analysis-papers JihoChoi
7
54
mit
4
:family: Social Network Analysis Papers
data-mining graph-mining social-media-analysis social-network-analysis
Created 2018-09-30
17 commits to master branch, last one about a year ago