23 results found Sort:

ChandlerBang
awesome-self-supervised-gnn ChandlerBang
162
1.6k
unknown
55
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 about a year ago
DSE-MSU
DeepRobust DSE-MSU
194
1.0k
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
856 commits to master branch, last one 6 months ago
wehos
awesome-graph-transformer wehos
72
829
unknown
21
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 10 months ago
flyingdoog
awesome-graph-explainability-papers flyingdoog
68
688
unknown
29
Papers about explainability of GNNs
xai graph-mining deep-learning explainability explainable-ai machine-learning graph-neural-networks
Created 2021-11-01
303 commits to main branch, last one 9 days ago
ysig
GraKeL ysig
99
606
other
9
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
952 commits to master branch, last one 3 months ago
XiaoxiaoMa-MQ
Awesome-Deep-Graph-Anomaly-Detection XiaoxiaoMa-MQ
48
340
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 2 years ago
ChandlerBang
Pro-GNN ChandlerBang
45
291
unknown
4
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
88
246
apache-2.0
23
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
1,228 commits to develop branch, last one 2 months ago
danielzuegner
nettack danielzuegner
56
219
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
THUMNLab
awesome-graph-ood THUMNLab
9
163
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 2 years ago
safreita1
TIGER safreita1
26
155
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 2 years ago
danielzuegner
gnn-meta-attack danielzuegner
26
146
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 3 years ago
chenxuhao
ReadingList chenxuhao
20
122
unknown
10
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 2 years ago
jinhongjung
pyrwr jinhongjung
26
118
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 2 years ago
ehab-abdelhamid
GraMi ehab-abdelhamid
39
111
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
105
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
97
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 4 years ago
habedi
PracticalMachineLearning habedi
24
84
bsd-3-clause
7
A collection of open-source and free machine learning resources
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 python-machine-learning
Created 2017-11-11
681 commits to master branch, last one 3 months ago
MGitHubL
Chinese-Reading-Notes-of-Graph-Learning MGitHubL
8
78
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
34 commits to main branch, last one 2 months ago
benedekrozemberczki
RolX benedekrozemberczki
20
70
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 2 years ago
ChandlerBang
SimP-GCN ChandlerBang
12
60
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
8
57
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 2 years ago
Jokeren
gBolt Jokeren
14
53
bsd-2-clause
4
gBolt--very fast implementation for gSpan algorithm in data mining
cpp11 gspan openmp thread hash-table data-mining graph-mining task-parallel gspan-algorithm multi-threading
Created 2014-11-30
169 commits to master branch, last one 3 years ago