FanzhenLiu/Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Size: 2.04 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 527 - Forks: 95

Jhy1993/Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

Size: 34.1 MB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 440 - Forks: 84

THUDM/ProNE

Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"

Language: Python - Size: 40 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 230 - Forks: 42

chunyuanY/RumorDetection

Language: Python - Size: 166 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 125 - Forks: 33

cszhangzhen/ANRL

ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-2018)

Language: Python - Size: 5.58 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 85 - Forks: 19

MGitHubL/Chinese-Reading-Notes-of-Graph-Learning

Size: 131 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 76 - Forks: 8

MGitHubL/Awesome-Temporal-Graph-Learning

Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).

Size: 132 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 70 - Forks: 4

malllabiisc/ConfGCN

AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning

Language: Python - Size: 10 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 57 - Forks: 16

feixyz10/network-representation-learning

network-representation-learning: DeepWalk, LINE, Node2Vec, GraRep

Language: Python - Size: 2.88 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 49 - Forks: 21

houchengbin/OpenANE

OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080

Language: Python - Size: 780 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 39 - Forks: 5

ZW-ZHANG/AROPE

This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

Language: Python - Size: 1.67 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 38 - Forks: 11

eXascaleInfolab/NodeSketch

NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching

Language: Python - Size: 15.5 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 32 - Forks: 3

joe817/Name-Disambiguation-Biendata-

2019 Biendata竞赛平台“OAG–WhoIsWho 同名消歧竞赛 赛道一”消歧比赛，第一名解决方案

Language: Jupyter Notebook - Size: 81.1 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 30 - Forks: 9

kckishan/GNE

This repository contains the tensorflow implementation of "GNE: A deep learning framework for gene network inference by aggregating biological information"

Language: Python - Size: 22.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 29 - Forks: 10

tadpole/DRNE

The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)

Language: Python - Size: 968 KB - Last synced at: 22 days ago - Pushed at: about 6 years ago - Stars: 26 - Forks: 15

yhchen-tsinghua/routing-anomaly-detection

A demonstration codebase for the routing anomaly detection system featured in the USENIX Security 2024 paper, Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System.

Language: Python - Size: 16.3 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 19 - Forks: 3

tapadeep/PBGENA

Parallelized Binary embedding GENerator for Attributed graphs

Language: Python - Size: 42.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 16 - Forks: 0

Yikai-Wang/Social-Network-Mining-Based-on-Academic-Literatures

Final project for Social Network Mining(DATA130007) in Fudan university

Language: Python - Size: 60.7 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 2

ZW-ZHANG/HOPE

This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).

Language: Matlab - Size: 3.91 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 16 - Forks: 8

maxuewei2/RiWalk

Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".

Language: Python - Size: 2.63 MB - Last synced at: 22 days ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 5

fukien/BiANE

Codes for our SIGIR'20 paper "BiANE: Bipartite Attributed Network Embedding".

Language: Python - Size: 31.3 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 3

houchengbin/ABRW

Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method

Language: Python - Size: 209 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 3

seffnet/seffnet

Network representation learning on drug-target-side effects-indication graphs for side effect prediction

Language: Jupyter Notebook - Size: 892 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 3

ZW-ZHANG/TIMERS

This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).

Language: Matlab - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 4

haichengyi/MAN

Codes and data for the paper entitled "Learning representations to predict intermolecular interactions on large-scale heterogeneous molecular association network"

Language: Python - Size: 186 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 10

pengsl-lab/DeepR2cov

A deep representation on heterogeneous drug network, termed DeepR2cov, to discover potential agents for treating the excessive inflammatory response in COVID-19 patients.

Language: Python - Size: 135 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

pengsl-lab/BioERP

BioERP: a biomedical heterogeneous network-based self-supervised representation learning approach for entity relationship predictions.

Language: Python - Size: 4.58 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

anirban-code-to-live/mirand

Network representation learning technique using structure and attributes of information networks.

Language: Python - Size: 1.52 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

eXascaleInfolab/daor

DAOR Parameter-free Embedding Framework for Large Graphs (Networks)

Language: C++ - Size: 487 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2

THUMNLab/M-NMF

This is a sample implementation of "Community Preserving Network Embedding" (AAAI 2017).

Language: Matlab - Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 1

eXascaleInfolab/NetHash

NetHash algorithm from IJCAI 2018

Language: C++ - Size: 85.1 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

THUMNLab/DRNE Fork of tadpole/DRNE

The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)

Language: Python - Size: 967 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

eXascaleInfolab/HARP Fork of GTmac/HARP

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

Language: Python - Size: 2.9 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

eXascaleInfolab/deepwalk Fork of phanein/deepwalk

DeepWalk - Deep Learning for Graphs

Language: Python - Size: 1.27 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

zekarias-tilahun/mineral-python

Implementation of the Mineral algorithm as described in the paper, Mineral: Multi-modal Network Representation Learning.

Language: Python - Size: 169 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

JiaWu-Repository/DSNR Fork of XuexiongLuoMQ/DSNR

[ICDM 2020] Deep Semantic Network Representation

Size: 22.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

cthoyt/embeddingdb

A database for storing and comparing entity embeddings

Language: Python - Size: 32.2 KB - Last synced at: 2 days ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

JiaWu-Repository/TriDNR Fork of GRAND-Lab/TriDNR

Tri-Party Deep Network Representation (IJCAI 2016)

Size: 2.46 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 4