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Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks

https://doi.org/10.1145/3201603

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/1-84628-284-5_7openalex-snapshot

Link-based Classification

inferredcites →https://doi.org/10.1007/978-1-4419-8462-3_5openalex-snapshot

Node Classification in Social Networks

inferredcites →https://doi.org/10.1007/978-1-4939-7131-2_100605openalex-snapshot

Link-Based Classification

inferredcites →https://doi.org/10.1007/978-3-319-93034-3_16openalex-snapshot

Robust Semi-Supervised Learning on Multiple Networks with Noise

inferredcites →https://doi.org/10.1007/978-3-642-15880-3_42openalex-snapshot

Graph Regularized Transductive Classification on Heterogeneous Information Networks

inferredcites →https://doi.org/10.1007/s10115-018-1260-4openalex-snapshot

Recurrent collective classification

inferredcites →https://doi.org/10.1007/s11280-011-0126-4openalex-snapshot

Graffiti: graph-based classification in heterogeneous networks

inferredcites →https://doi.org/10.1007/s13278-016-0406-1openalex-snapshot

Influence learning for cascade diffusion models: focus on partial orders of infections

inferredcites →https://doi.org/10.1109/asonam.2010.13openalex-snapshot

Iterative Annotation of Multi-relational Social Networks

inferredcites →https://doi.org/10.1109/asonam.2011.107openalex-snapshot

Multi-relational Link Prediction in Heterogeneous Information Networks

inferredcites →https://doi.org/10.1109/ijcnn.2000.857853openalex-snapshot

Continuous optimization of hyper-parameters

inferredcites →https://doi.org/10.1109/tpami.2013.50openalex-snapshot

Representation Learning: A Review and New Perspectives

inferredcites →https://doi.org/10.1111/j.1467-985x.2010.00663_3.xopenalex-snapshot

Introduction to Statistical Relational Learning

inferredcites →https://doi.org/10.1137/1.9781611972801.51openalex-snapshot

A Heterogeneous Label Propagation Algorithm for Disease Gene Discovery

inferredcites →https://doi.org/10.1145/1102351openalex-snapshot

Proceedings of the 22nd international conference on Machine learning - ICML '05

inferredcites →https://doi.org/10.1145/1102351.1102482openalex-snapshot

Learning from labeled and unlabeled data on a directed graph

inferredcites →https://doi.org/10.1145/1148170.1148189openalex-snapshot

Topical link analysis for web search

inferredcites →https://doi.org/10.1145/1148170.1148254openalex-snapshot

Graph-based text classification

inferredcites →https://doi.org/10.1145/1390156.1390300openalex-snapshot

Graph transduction via alternating minimization

inferredcites →https://doi.org/10.1145/1401890.1401925openalex-snapshot

Using ghost edges for classification in sparsely labeled networks

inferredcites →https://doi.org/10.1145/1557019.1557107openalex-snapshot

Ranking-based clustering of heterogeneous information networks with star network schema

inferredcites →https://doi.org/10.1145/1871437.1871467openalex-snapshot

Mining topic-level influence in heterogeneous networks

inferredcites →https://doi.org/10.1145/2487575.2487610openalex-snapshot

Multi-label relational neighbor classification using social context features

inferredcites →https://doi.org/10.1145/2556195.2556216openalex-snapshot

Learning social network embeddings for predicting information diffusion

inferredcites →https://doi.org/10.1145/2556195.2556225openalex-snapshot

Learning latent representations of nodes for classifying in heterogeneous social networks

inferredcites →https://doi.org/10.1145/2566486.2567986openalex-snapshot

Random walks based modularity

inferredcites →https://doi.org/10.1145/2623330.2623732openalex-snapshot

DeepWalk

inferredcites →https://doi.org/10.1145/2623330.2623737openalex-snapshot

Activity-edge centric multi-label classification for mining heterogeneous information networks

inferredcites →https://doi.org/10.1145/2661829.2661982openalex-snapshot

Learning to Propagate Rare Labels

inferredcites →https://doi.org/10.1145/2733373.2806222openalex-snapshot

Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification

inferredcites →https://doi.org/10.1145/2736277.2741093openalex-snapshot

LINE

inferredcites →https://doi.org/10.1145/2736277.2741668openalex-snapshot

Overcoming Relational Learning Biases to Accurately Predict Preferences in Large Scale Networks

inferredcites →https://doi.org/10.1145/2783258.2783307openalex-snapshot

PTE

inferredcites →https://doi.org/10.1145/2783258.2783365openalex-snapshot

Deep Computational Phenotyping

inferredcites →https://doi.org/10.1145/2806416.2806512openalex-snapshot

GraRep

inferredcites →https://doi.org/10.1145/2808492.2808516openalex-snapshot

Deep sparse coding network for image classification

inferredcites →https://doi.org/10.1145/2939672.2939753openalex-snapshot

Structural Deep Network Embedding

inferredcites →https://doi.org/10.1145/2939672.2939754openalex-snapshot

node2vec

inferredcites →https://doi.org/10.1145/2939672.2939782openalex-snapshot

Structural Neighborhood Based Classification of Nodes in a Network

inferredcites →https://doi.org/10.1145/345508.345594openalex-snapshot

A practical hypertext catergorization method using links and incrementally available class information

inferredcites →https://doi.org/10.1609/aaai.v31i1.10851openalex-snapshot

Column Networks for Collective Classification

inferredcites →https://doi.org/10.1609/aaai.v31i1.10868openalex-snapshot

Deep Collective Inference

inferredcites →https://doi.org/10.1609/aimag.v29i3.2157openalex-snapshot

Collective Classification in Network Data

inferredcites →https://doi.org/10.48550/arxiv.1207.4676openalex-snapshot

Proceedings of the 29th International Conference on Machine Learning (ICML-12)

inferredcites →https://doi.org/10.48550/arxiv.1511.06727openalex-snapshot

Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters

inferredcites →https://doi.org/10.48550/arxiv.1603.08861openalex-snapshot

Revisiting Semi-Supervised Learning with Graph Embeddings

inferredcites →https://doi.org/10.48550/arxiv.1605.05273openalex-snapshot

Learning Convolutional Neural Networks for Graphs

inferredcites →https://doi.org/10.5555/1756006.1756038openalex-snapshot

Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-18576-3_30openalex-snapshot

Understanding Information Diffusion via Heterogeneous Information Network Embeddings

inferred← citeshttps://doi.org/10.1007/s10489-020-02058-8openalex-snapshot

Online deep learning based on auto-encoder

inferred← citeshttps://doi.org/10.1007/s11227-025-07780-zopenalex-snapshot

Robust dual space factorization for unsupervised feature selection (RDSF-UFS)

inferred← citeshttps://doi.org/10.1016/j.ins.2019.12.082openalex-snapshot

CAGE: Constrained deep Attributed Graph Embedding

inferred← citeshttps://doi.org/10.1016/j.ins.2025.122687openalex-snapshot

A relation classification and aggregation algorithm for bipartite-type multi-relational heterogeneous graphs

inferred← citeshttps://doi.org/10.1016/j.patrec.2020.08.019openalex-snapshot

A two-stage regularization framework for heterogeneous event networks

inferred← citeshttps://doi.org/10.1088/1742-6596/1769/1/012055openalex-snapshot

A Representation Learning Algorithm Preserving Structure and Attribute Proximity

inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11227790openalex-snapshot

Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling

inferred← citeshttps://doi.org/10.1109/sose55356.2022.00021openalex-snapshot

The Promising Role of Representation Learning for Distributed Computing Continuum Systems

inferred← citeshttps://doi.org/10.1145/3477051openalex-snapshot

DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation

inferred← citeshttps://doi.org/10.1145/3494567openalex-snapshot

Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification

inferred← citeshttps://doi.org/10.1145/3610229openalex-snapshot

TDAN: Transferable Domain Adversarial Network for Link Prediction in Heterogeneous Social Networks

inferred← citeshttps://doi.org/10.1145/3687468openalex-snapshot

SPORT: A Subgraph Perspective on Graph Classification with Label Noise

inferred← citeshttps://doi.org/10.11606/t.55.2023.tde-25032024-112903openalex-snapshot

Heterogeneous Graphs for Text Representation: An Integrated Approach with Language Models

inferred← citeshttps://doi.org/10.2174/1389201024666221025114500openalex-snapshot

Prediction Models based on miRNA-disease Relationship: Diagnostic Relevance to Multiple Diseases Including COVID-19

inferred← citeshttps://doi.org/10.48550/arxiv.2012.14722openalex-snapshot

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning

inferred← citeshttps://doi.org/10.5755/j01.itc.52.1.32390openalex-snapshot

Relation-Aware Weighted Embedding for Heterogeneous Graphs

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