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Graph Neural Collaborative Topic Model for Citation Recommendation

https://doi.org/10.1145/3473973
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-642-01307-2_55openalex-snapshot
A Discriminative Approach to Topic-Based Citation Recommendation
inferredcites →https://doi.org/10.1016/j.ipm.2021.102614openalex-snapshot
Neural variational sparse topic model for sparse explainable text representation
inferredcites →https://doi.org/10.1023/a:1007665907178openalex-snapshot
An Introduction to Variational Methods for Graphical Models
inferredcites →https://doi.org/10.1109/asonam.2012.82openalex-snapshot
Fast Recommendation on Bibliographic Networks
inferredcites →https://doi.org/10.1109/mc.2009.168openalex-snapshot
Trusted Identity for All: Toward Interoperable Trusted Identity Management Systems
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/tkde.2018.2833443openalex-snapshot
Heterogeneous Information Network Embedding for Recommendation
inferredcites →https://doi.org/10.1109/tpami.2014.2361129openalex-snapshot
Discriminative Relational Topic Models
inferredcites →https://doi.org/10.1145/1273496.1273596openalex-snapshot
Restricted Boltzmann machines for collaborative filtering
inferredcites →https://doi.org/10.1145/1277741.1277868openalex-snapshot
Recommending citations for academic papers
inferredcites →https://doi.org/10.1145/1367497.1367517openalex-snapshot
Learning multiple graphs for document recommendations
inferredcites →https://doi.org/10.1145/1401890.1401957openalex-snapshot
Joint latent topic models for text and citations
inferredcites →https://doi.org/10.1145/1458082.1458205openalex-snapshot
SoRec
inferredcites →https://doi.org/10.1145/1772690.1772734openalex-snapshot
Context-aware citation recommendation
inferredcites →https://doi.org/10.1145/1871437.1871517openalex-snapshot
Who should I cite
inferredcites →https://doi.org/10.1145/2020408.2020480openalex-snapshot
Collaborative topic modeling for recommending scientific articles
inferredcites →https://doi.org/10.1145/2507157.2507230openalex-snapshot
Recommendation in heterogeneous information networks with implicit user feedback
inferredcites →https://doi.org/10.1145/2623330.2623630openalex-snapshot
ClusCite
inferredcites →https://doi.org/10.1145/2684822.2685324openalex-snapshot
Exploring the Space of Topic Coherence Measures
inferredcites →https://doi.org/10.1145/2740908.2742726openalex-snapshot
AutoRec
inferredcites →https://doi.org/10.1145/2740908.2742839openalex-snapshot
An Overview of Microsoft Academic Service (MAS) and Applications
inferredcites →https://doi.org/10.1145/2783258.2783273openalex-snapshot
Collaborative Deep Learning for Recommender Systems
inferredcites →https://doi.org/10.1145/2806416.2806527openalex-snapshot
Deep Collaborative Filtering via Marginalized Denoising Auto-encoder
inferredcites →https://doi.org/10.1145/2806416.2806528openalex-snapshot
Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks
inferredcites →https://doi.org/10.1145/2939672.2939673openalex-snapshot
Collaborative Knowledge Base Embedding for Recommender Systems
inferredcites →https://doi.org/10.1145/3038912.3052569openalex-snapshot
Neural Collaborative Filtering
inferredcites →https://doi.org/10.1145/3097983.3098063openalex-snapshot
Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks
inferredcites →https://doi.org/10.1145/3097983.3098077openalex-snapshot
Collaborative Variational Autoencoder for Recommender Systems
inferredcites →https://doi.org/10.1145/3109859.3109889openalex-snapshot
entity2rec
inferredcites →https://doi.org/10.1145/3219819.3219890openalex-snapshot
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
inferredcites →https://doi.org/10.1145/3240323.3240343openalex-snapshot
Spectral collaborative filtering
inferredcites →https://doi.org/10.1145/3269206.3271696openalex-snapshot
Neural Relational Topic Models for Scientific Article Analysis
inferredcites →https://doi.org/10.1145/3289600.3290989openalex-snapshot
Session-Based Social Recommendation via Dynamic Graph Attention Networks
inferredcites →https://doi.org/10.1145/3292500.3330836openalex-snapshot
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
inferredcites →https://doi.org/10.1145/3292500.3330989openalex-snapshot
KGAT
inferredcites →https://doi.org/10.1145/3308558.3313411openalex-snapshot
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation
inferredcites →https://doi.org/10.1145/3308558.3313488openalex-snapshot
Graph Neural Networks for Social Recommendation
inferredcites →https://doi.org/10.1145/3308558.3313607openalex-snapshot
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph
inferredcites →https://doi.org/10.1145/3331184.3331267openalex-snapshot
Neural Graph Collaborative Filtering
inferredcites →https://doi.org/10.1145/3366423.3380102openalex-snapshot
Graph Attention Topic Modeling Network
inferredcites →https://doi.org/10.1145/3383583.3398534openalex-snapshot
HybridCite: A Hybrid Model for Context-Aware Citation Recommendation
inferredcites →https://doi.org/10.1145/3394486.3403150openalex-snapshot
Graph Structural-topic Neural Network
inferredcites →https://doi.org/10.1145/3397271.3401063openalex-snapshot
LightGCN
inferredcites →https://doi.org/10.1145/3397271.3401072openalex-snapshot
Multi-behavior Recommendation with Graph Convolutional Networks
inferredcites →https://doi.org/10.1145/3397271.3401137openalex-snapshot
Disentangled Graph Collaborative Filtering
inferredcites →https://doi.org/10.1145/3437963.3441762openalex-snapshot
Temporal Meta-path Guided Explainable Recommendation
inferredcites →https://doi.org/10.1145/3442381.3450045openalex-snapshot
Graph Topic Neural Network for Document Representation
inferredcites →https://doi.org/10.1145/582415.582418openalex-snapshot
Cumulated gain-based evaluation of IR techniques
inferredcites →https://doi.org/10.1145/587078.587096openalex-snapshot
On the recommending of citations for research papers
inferredcites →https://doi.org/10.1145/996350.996402openalex-snapshot
Enhancing digital libraries with TechLens+
inferredcites →https://doi.org/10.1162/tacl_a_00055openalex-snapshot
Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora
inferredcites →https://doi.org/10.1609/aaai.v33i01.33015329openalex-snapshot
Explainable Reasoning over Knowledge Graphs for Recommendation
inferredcites →https://doi.org/10.17863/cam.48429openalex-snapshot
Graph Attention Networks
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.333openalex-snapshot
Inductive Topic Variational Graph Auto-Encoder for Text Classification
inferredcites →https://doi.org/10.18653/v1/d18-1495openalex-snapshot
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model
inferredcites →https://doi.org/10.18653/v1/p16-1065openalex-snapshot
A Discriminative Topic Model using Document Network Structure
inferredcites →https://doi.org/10.3115/v1/e14-1056openalex-snapshot
Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
inferredcites →https://doi.org/10.48550/arxiv.1611.07308openalex-snapshot
Variational Graph Auto-Encoders
inferredcites →https://doi.org/10.48550/arxiv.1706.02263openalex-snapshot
Graph Convolutional Matrix Completion
inferredcites →https://doi.org/10.48550/arxiv.1708.08296openalex-snapshot
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models
inferredcites →https://doi.org/10.5555/944919.944937openalex-snapshot
Latent dirichlet allocation

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4770638openalex-extracted
Gtr: An Explainable Graph Topic-Aware Recommender for Scholarly Document
inferred← citeshttps://doi.org/10.1007/s11192-024-05057-5openalex-snapshot
Personalized global citation recommendation with diversification awareness
inferred← citeshttps://doi.org/10.1016/j.ejor.2024.01.042openalex-snapshot
Review-based recommendation under preference uncertainty: An asymmetric deep learning framework
inferred← citeshttps://doi.org/10.1016/j.elerap.2024.101439openalex-snapshot
GTR: An explainable Graph Topic-aware Recommender for scholarly document
inferred← citeshttps://doi.org/10.1016/j.engappai.2022.105641openalex-snapshot
An anatomization of research paper recommender system: Overview, approaches and challenges
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.126129openalex-snapshot
Graph contrastive learning with multiple information fusion
inferred← citeshttps://doi.org/10.1016/j.ins.2023.02.076openalex-snapshot
The role of hyper-parameters in relational topic models: Prediction capabilities vs topic quality
inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104488openalex-snapshot
TASeqRec: Learning users’ topical interests for sequential recommendation
inferred← citeshttps://doi.org/10.1016/j.is.2024.102488openalex-snapshot
A generative and discriminative model for diversity-promoting recommendation
inferred← citeshttps://doi.org/10.1016/j.joi.2022.101354openalex-snapshot
Patent landscape and key technology interaction roadmap using graph convolutional network – Case of mobile communication technologies beyond 5G
inferred← citeshttps://doi.org/10.1016/j.knosys.2023.111040openalex-snapshot
Attention-guided graph convolutional network for multi-behavior recommendation
inferred← citeshttps://doi.org/10.1016/j.patcog.2025.112167openalex-snapshot
Reconsidering the interplay between behaviors: A cross-attentive behavior-aware GCN-based recommendation
inferred← citeshttps://doi.org/10.1108/k-07-2022-0998openalex-snapshot
Contextual analysis of scholarly communications to identify the source of disinformation on digital scholarly platforms
inferred← citeshttps://doi.org/10.1109/access.2023.3323353openalex-snapshot
Deep Learning-Based Recommendation System: Systematic Review and Classification
inferred← citeshttps://doi.org/10.1109/access.2025.3581344openalex-snapshot
Cross-Domain Explainable Recommendation Using Graph Convolutional Networks and a Topic Model
inferred← citeshttps://doi.org/10.1109/bigdata66926.2025.11401499openalex-snapshot
An Experimental Evaluation of Mixup Ensemble Meta-Classifiers for Improving GNN-Based Node Classification
inferred← citeshttps://doi.org/10.1109/tbdata.2022.3192598openalex-snapshot
AF-GCN: Attribute-Fusing Graph Convolution Network for Recommendation
inferred← citeshttps://doi.org/10.1109/tbdata.2026.3679457openalex-snapshot
HGMRec: A Hypergraph-Based Medical Knowledge-Enhanced Literature Recommendation Model
inferred← citeshttps://doi.org/10.1109/tkde.2023.3235312openalex-snapshot
Self-Supervised Hypergraph Representation Learning for Sociological Analysis
inferred← citeshttps://doi.org/10.1109/tkde.2023.3303465openalex-snapshot
Topic Modeling on Document Networks With Dirichlet Optimal Transport Barycenter
inferred← citeshttps://doi.org/10.1109/tnnls.2023.3322739openalex-snapshot
Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck
inferred← citeshttps://doi.org/10.1145/3490180openalex-snapshot
Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2
inferred← citeshttps://doi.org/10.1145/3543507.3583505openalex-snapshot
CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization
inferred← citeshttps://doi.org/10.1145/3564280openalex-snapshot
Exploring Time-aware Multi-pattern Group Venue Recommendation in LBSNs
inferred← citeshttps://doi.org/10.1145/3587693openalex-snapshot
Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation
inferred← citeshttps://doi.org/10.1145/3589335.3641255openalex-snapshot
Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges
inferred← citeshttps://doi.org/10.1145/3631352openalex-snapshot
rHDP: An Aspect Sharing-Enhanced Hierarchical Topic Model for Multi-Domain Corpus
inferred← citeshttps://doi.org/10.1145/3680287openalex-snapshot
ICA-CRMAS: Intelligent Context-Awareness Approach for Citation Recommendation based on Multi-Agent System
inferred← citeshttps://doi.org/10.1145/3690382openalex-snapshot
MF-GSLAE: A Multi-Factor User Representation Pre-Training Framework for Dual-Target Cross-Domain Recommendation
inferred← citeshttps://doi.org/10.1145/3701201openalex-snapshot
"My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models
inferred← citeshttps://doi.org/10.1145/3726302.3730021openalex-snapshot
Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs
inferred← citeshttps://doi.org/10.12720/jait.16.6.786-800openalex-snapshot
Leveraging Quantum Computing for Context-Aware Restaurant Recommendations
inferred← citeshttps://doi.org/10.1371/journal.pone.0314282openalex-snapshot
Accurate multi-behavior sequence-aware recommendation via graph convolution networks
inferred← citeshttps://doi.org/10.3390/e27030286openalex-snapshot
Multilevel Context Learning with Large Language Models for Text-Attributed Graphs on Social Networks
inferred← citeshttps://doi.org/10.70675/c0cbc96fz0a96z4661z865bzd0caaf3dedd5openalex-snapshot
Modeling topic evolution for scientific archives with deep learning
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