Projects in Awesome Lists tagged with network-embedding
A curated list of projects in awesome lists tagged with network-embedding .
https://github.com/alibaba/euler
A distributed graph deep learning framework.
deep-learning gcn ggnn graph graph-convolutional-networks graph-embedding graph-learning graph-neural-networks graphsage network-embedding node2vec random-walk
Last synced: 05 Oct 2025
https://github.com/benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
deep-learning gcn gnn graph-convolution graph-convolutional-networks graph-embedding graph-neural-networks network-embedding network-science node-embedding pytorch spatial-analysis spatial-data spatio-temporal-analysis spatio-temporal-data spatiotemporal temporal-data temporal-graphs temporal-networks
Last synced: 23 Apr 2025
https://github.com/thunlp/NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
Last synced: 14 Mar 2025
https://github.com/thunlp/nrlpapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
Last synced: 26 Jan 2026
https://github.com/benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
2vec community-detection deepwalk gcn graph-clustering graph-embedding graph2vec label-propagation louvain machine-learning network-embedding network-science networkx networkx-graph node-embedding node2vec scikit sklearn supervised-learning unsupervised-learning
Last synced: 14 May 2025
https://github.com/thunlp/openne
An Open-Source Package for Network Embedding (NE)
Last synced: 15 May 2025
https://github.com/thunlp/OpenNE
An Open-Source Package for Network Embedding (NE)
Last synced: 10 Apr 2025
https://github.com/palash1992/GEM
graph-embedding graph-embeddings link-prediction network-embedding network-visualization
Last synced: 02 May 2025
https://github.com/palash1992/gem
graph-embedding graph-embeddings link-prediction network-embedding network-visualization
Last synced: 08 Apr 2025
https://github.com/DeepGraphLearning/graphvite
GraphVite: A General and High-performance Graph Embedding System
cuda data-visualization gpu knowledge-graph machine-learning network-embedding representation-learning
Last synced: 13 Apr 2025
https://github.com/deepgraphlearning/graphvite
GraphVite: A General and High-performance Graph Embedding System
cuda data-visualization gpu knowledge-graph machine-learning network-embedding representation-learning
Last synced: 16 May 2025
https://github.com/Jhy1993/HAN
Heterogeneous Graph Neural Network
graph-attention-network graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network network-embedding
Last synced: 23 Apr 2025
https://github.com/acbull/pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
graph-neural-networks graph-representation-learning heterogeneous-network network-embedding transformer
Last synced: 21 Jul 2025
https://github.com/benedekrozemberczki/SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
attention-mechanism deep-learning gcn ged gnn graph-attention graph-classification graph-convolution graph-edit-distance graph-embedding graph-similarity machine-learning network-embedding neural-network pytorch simgnn sklearn tensor-network tensorflow wsdm
Last synced: 21 Jul 2025
https://github.com/benedekrozemberczki/simgnn
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
attention-mechanism deep-learning gcn ged gnn graph-attention graph-classification graph-convolution graph-edit-distance graph-embedding graph-similarity machine-learning network-embedding neural-network pytorch simgnn sklearn tensor-network tensorflow wsdm
Last synced: 13 Apr 2025
https://github.com/benedekrozemberczki/littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
community-structure deep-learning forest-fire graph graph-algorithms graph-embedding graph-sampling graph-sparsification machine-learning metropolis-hastings minimum-spanning-tree network-analytics network-embedding network-sampling network-science networkx node-embedding random-walk sampling
Last synced: 08 Apr 2025
https://github.com/benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
benchmark community-detection data-science dataset deepwalk dimensionality-reduction gcn gnn graph-convolution graph-embedding graph-neural-network graph2vec link-prediction machine-learning network-analysis network-embedding network-science node-classification node-embedding node2vec
Last synced: 13 Feb 2026
https://github.com/thudm/gatne
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
attributed-networks heterogeneous-network multiplex-networks network-embedding representation-learning
Last synced: 05 Apr 2025
https://github.com/gaoisbest/NLP-Projects
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
dialogue-systems information-extraction information-retrieval knowledge-graph machine-reading-comprehension network-embedding pretrained-language-model sentence2vec sequence-labeling text-classification text-generation word2vec
Last synced: 07 Apr 2025
https://github.com/Jhy1993/Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
deep-learning graph-embedding graph-neural-network heterogeneous-graph heterogeneous-information-networks machine-learning network-embedding network-representation-learning representation-learning
Last synced: 01 May 2025
https://github.com/benedekrozemberczki/appnp
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research
Last synced: 07 Apr 2025
https://github.com/benedekrozemberczki/APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research
Last synced: 17 Apr 2025
https://github.com/claws-lab/jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
dynamic-networks embedding-trajectories embeddings kdd2019 machine-learning network-embedding representation-learning temporal-network
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/sgcn
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer
Last synced: 08 Apr 2025
https://github.com/benedekrozemberczki/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer
Last synced: 01 Apr 2025
https://github.com/benedekrozemberczki/gemsec
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 09 Apr 2025
https://github.com/benedekrozemberczki/GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 27 Mar 2025
https://github.com/xiangyue9607/BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
biomedical-graphs biomedical-networks deepwalk gae graph-embedding graph-embedding-methods graph-embeddings-evaluation graph-factorization line-embedding link-prediction matrix-factorization network-embedding node-classification node2vec sdne struc2vec
Last synced: 01 May 2025
https://github.com/LibCity/Bigscity-LibCity-PaperList
Paper list in traffic prediction field
deep-learning estimated-time-of-arrival graph-neural-networks libcity map-matching network-embedding paper-list spatio-temporal spatio-temporal-prediction traffic-forecasting traffic-prediction
Last synced: 21 Jul 2025
https://github.com/yueliu1999/DCRN
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
data-mining deep-clustering deep-learning gcn graph-convolutional-network graph-convolutional-networks graph-neural-networks network-embedding pytorch representation-learning self-supervised-learning unsupervised-learning
Last synced: 08 May 2025
https://github.com/benedekrozemberczki/splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 07 May 2025
https://github.com/benedekrozemberczki/seal-ci
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow
Last synced: 06 May 2025
https://github.com/benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow
Last synced: 27 Mar 2025
https://github.com/thunlp/cane
Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"
Last synced: 26 Jul 2025
https://github.com/xptree/netmf
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
deepwalk matrix-factorization network-embedding node2vec social-network social-network-analysis
Last synced: 17 Jul 2025
https://github.com/xptree/NetMF
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
deepwalk matrix-factorization network-embedding node2vec social-network social-network-analysis
Last synced: 01 May 2025
https://github.com/HennyJie/BrainGB
Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
ai4health brain-networks gcn graph-convolutional-networks graph-neural-networks network-embedding pytorch
Last synced: 01 May 2025
https://github.com/benedekrozemberczki/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
deep-learning deepwalk gensim graph-embedding graph-neural-network graph-wavelet implicit-factorization machine-learning network-embedding network-science node-embedding node2vec pytorch representation-learning research sklearn struc2vec tensorflow weisfeiler-lehman word2vec
Last synced: 07 Jul 2025
https://github.com/benedekrozemberczki/musae
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Last synced: 11 Apr 2025
https://github.com/PKU-DAIR/SGL
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
deep-learning geometric-deep-learning graph-neural-networks network-embedding neural-architecture-search pytorch scalable-graph-learning
Last synced: 21 Jul 2025
https://github.com/benedekrozemberczki/MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/edmot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
community-detection deep-learning deepwalk gcn gemsec gnn graph-algorithm graph-clustering graph-deco graph-embedding graph-motif graph-partitioning graph2vec igraph louvain motif network-embedding network-motif networkx node2vec
Last synced: 11 Apr 2025
https://github.com/xptree/netsmf
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization
network-embedding social-network-analysis webconf
Last synced: 09 Jul 2025
https://github.com/benedekrozemberczki/diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
complex-networks deep-learning deepwalk diff2vec diffusion embedding embeddings factorization gensim graph-embedding implicit-factorization machine-learning network-embedding neural-network node-embedding node2vec semisupervised-learning struc2vec tensorflow unsupervised-learning
Last synced: 11 Apr 2025
https://github.com/Dru-Mara/EvalNE
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
benchmark benchmark-framework data-mining evaluation graph-algorithms graph-api graph-embedding graph-representation-learning graphs library link-prediction multilabel-classification network-embedding network-reconstruction networks node-classification python representation-learning research-tool sign-prediction
Last synced: 01 May 2025
https://github.com/thunlp/transnet
Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".
Last synced: 25 Apr 2025
https://github.com/xiaohan2012/sdne-keras
Keras implementation of Structural Deep Network Embedding, KDD 2016
autoencoder keras link-prediction network-embedding visualization
Last synced: 02 Apr 2025
https://github.com/GemsLab/REGAL
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
graph-matching matrix-factorization network-alignment network-embedding node-embedding representation-learning scalability
Last synced: 17 Apr 2025
https://github.com/huangtinglin/MixGCF
MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021
graph-neural-network information-retrieval negative-sampling network-embedding pytorch recommender-system
Last synced: 20 Jul 2025
https://github.com/benedekrozemberczki/asne
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
2vec aane asne attributed attributed-embedding data-science deepwalk diff2vec dimensionality-reduction embedding factorization feature-extraction gemsec graph-embedding network-embedding node-embedding node2vec representation-learning tensorflow word2vec
Last synced: 11 Apr 2025
https://github.com/trustagi-lab/tridnr
Tri-Party Deep Network Representation, IJCAI-16
graph graph-embedding network-embedding
Last synced: 14 Apr 2025
https://github.com/benedekrozemberczki/tene
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow
Last synced: 11 Apr 2025
https://github.com/benedekrozemberczki/TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/SINE
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne deep-learning deepwalk dimensionality-reduction gensim graph-embedding grarep machine-learning network-embedding networkx node-embedding node2vec pytorch sklearn tadw tensorflow torch unsupervised-learning walklets
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/sine
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne deep-learning deepwalk dimensionality-reduction gensim graph-embedding grarep machine-learning network-embedding networkx node-embedding node2vec pytorch sklearn tadw tensorflow torch unsupervised-learning walklets
Last synced: 13 Oct 2025
https://github.com/benedekrozemberczki/grarep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 11 Apr 2025
https://github.com/benedekrozemberczki/GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 09 Jul 2025
https://github.com/gentlezhu/heer
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)
heterogeneous-information-networks network-embedding
Last synced: 19 Jul 2025
https://github.com/taishan1994/pytorch_han
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
graph-attention-network graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network network-embedding
Last synced: 04 Apr 2025
https://github.com/ferencberes/online-node2vec
Node Embeddings in Dynamic Graphs
embeddings network-embedding representation-learning research temporal-networks twitter-data twitter-data-analysis twitter-dataset
Last synced: 29 Apr 2025
https://github.com/benedekrozemberczki/feather
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 11 Apr 2025
https://github.com/benedekrozemberczki/FEATHER
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 17 Apr 2025
https://github.com/thunlp/tadw
Network Representation Learning with Rich Text Information (IJCAI 2015)
Last synced: 08 Sep 2025
https://github.com/zw-zhang/arope
This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).
arbitrary-order-proximity high-order-proximity network-embedding network-representation-learning svd
Last synced: 14 Apr 2025
https://github.com/rootlu/MMDNE
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
cikm2019 dynamic-network-embedding dynamic-networks network-embedding temporal-networks
Last synced: 21 Jul 2025
https://github.com/benedekrozemberczki/boostedfactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
boostedne boosting boosting-machine data-mining deepwalk dimensionality-reduction factorization-machine gradient-boosting gradient-boosting-machine l-ensnmf machine-learning matrix-factorization network-embedding nmf nmf-decomposition node-embedding node2vec sklearn unsupervised-learning word2vec
Last synced: 21 Aug 2025
https://github.com/thunlp/neu
source code for IJCAI 17 paper "Fast Network Embedding Enhancement via High Order Proximity Approximation"
Last synced: 04 Mar 2026
https://github.com/tadpole/DRNE
The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)
centrality deep-neural-networks network-embedding network-representation-learning
Last synced: 29 Apr 2025
https://github.com/joshloyal/dynetlsm
DynetLSM: latent space models for dynamic networks
bayesian-inference dynamic-networks machine-learning network-analysis network-embedding
Last synced: 08 Feb 2026
https://github.com/benedekrozemberczki/resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
attention-mechanism deep-learning deepwalk gcn graph-classification graph-clustering graph-convolutional-networks graph-embedding graph-kernel machine-learning network-embedding network-science node-classification node-embedding node2vec pytorch resolution scipy sklearn tensorflow
Last synced: 11 Apr 2025
https://github.com/benedekrozemberczki/FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/fscnmf
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model
Last synced: 11 Apr 2025
https://github.com/zhengwang100/RECT
This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020
graph-embedding graph-representation-learning network-embedding
Last synced: 17 Apr 2025
https://github.com/zechengz/hin-dataset
Heterogeneous Information Network Datasets
heterogeneous-information-networks hin meta-path network-embedding
Last synced: 21 Feb 2026
https://github.com/jg-you/dyvider
Dynamic programming algorithms for exact linear clustering in networks.
clustering graph-algorithms machine-learning network-embedding
Last synced: 14 Jan 2026
https://github.com/zw-zhang/hope
This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).
asymmetric-transtivity gsvd high-order-proximity network-embedding network-representation-learning
Last synced: 12 Apr 2025
https://github.com/magnusja/conve
Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.
conve convolutional-neural-networks deep-learning knowledge-embedding knowledge-graph machine-learning network-embedding neural-network
Last synced: 25 Jun 2025
https://github.com/ZW-ZHANG/HOPE
This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).
asymmetric-transtivity gsvd high-order-proximity network-embedding network-representation-learning
Last synced: 09 Jul 2025
https://github.com/rguo12/CIKM18-LCVA
Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.
causal-inference network-embedding treatment-effects variational-autoencoder variational-inference
Last synced: 02 Apr 2025
https://github.com/maxuewei2/RiWalk
Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".
graph graph-algorithms graph-embedding graph-representation graph-representation-learning icdm network-embedding network-representation-learning representation-learning struc2vec structural-embedding
Last synced: 29 Apr 2025
https://github.com/zw-zhang/timers
This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).
dynamic-network network-embedding network-representation-learning svd
Last synced: 12 Apr 2025
https://github.com/GemsLab/MultiLENS
Framework for latent network summarization: bridging network embedding and summarization
feature-propagation graph-summarization heterogeneous-network histograms network-embedding relational-operators
Last synced: 29 Apr 2025
https://github.com/aida-ugent/csne
Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)
graph-algorithms graph-embedding graphs maxent network-embedding paper representation-learning sign-prediction
Last synced: 11 Jul 2025
https://github.com/pegerto/graphpro
GraphPro is a versatile and pluggable OO python library designed for leveraging deep graph learning representations to gain insights into structural proteins and their conformations
deep-learning graph-convolutional-networks network-embedding
Last synced: 12 Mar 2026
https://github.com/thumnlab/m-nmf
This is a sample implementation of "Community Preserving Network Embedding" (AAAI 2017).
community-detection network-embedding network-representation-learning non-negative-matrix-factorization
Last synced: 08 Mar 2026
https://github.com/trustagi-lab/bane
BANE: Binarized Attributed Network Embedding - ICDM2018
Last synced: 27 May 2026
https://github.com/aida-ugent/nrl4lp
Instructions for replicating the experiments in the paper "Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?" (DSAA2020)
benchmark evaluation link-prediction network-embedding representation-learning
Last synced: 30 Aug 2025
https://github.com/pietrocinaglia/dante
DANTE is a software tool for pairwise alignment of dynamic networks. It computes the topological node similarities via temporal embedding.
alignment biological-networks dynamic-network-embedding dynamic-networks embeddings network-alignment network-embedding temporal-networks
Last synced: 19 Mar 2026
