Image de couverture de livre

A Comprehensive Survey on Deep Graph Representation Learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ju, Wei, Fang, Zheng, Gu, Yiyang, Liu, Zequn, Long, Qingqing, Qiao, Ziyue, Qin, Yifang, Shen, Jianhao, Sun, Fang, Xiao, Zhiping, Yang, Junwei, Yuan, Jingyang, Zhao, Yusheng, Wang, Yifan, Luo, Xiao, Zhang, Ming
Format:	Preprint
Publié:	2023
Sujets:	Machine Learning Artificial Intelligence Information Retrieval
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering
par: Qin, Yifang, et autres
Publié: (2024)

Cluster-guided Contrastive Class-imbalanced Graph Classification
par: Ju, Wei, et autres
Publié: (2024)

Towards Graph Contrastive Learning: A Survey and Beyond
par: Ju, Wei, et autres
Publié: (2024)

COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting
par: Ju, Wei, et autres
Publié: (2024)

Hypergraph-enhanced Dual Semi-supervised Graph Classification
par: Ju, Wei, et autres
Publié: (2024)

Interests Burn-down Diffusion Process for Personalized Collaborative Filtering
par: Qin, Yifang, et autres
Publié: (2026)

A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
par: Ju, Wei, et autres
Publié: (2024)

Learning Graph ODE for Continuous-Time Sequential Recommendation
par: Qin, Yifang, et autres
Publié: (2023)

Rank and Align: Towards Effective Source-free Graph Domain Adaptation
par: Luo, Junyu, et autres
Publié: (2024)

DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation
par: Li, Hourun, et autres
Publié: (2024)

GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation
par: Luo, Junyu, et autres
Publié: (2024)

DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning
par: Wang, Yifan, et autres
Publié: (2024)

Graph Neural Networks in Intelligent Transportation Systems: Advances, Applications and Trends
par: Li, Hourun, et autres
Publié: (2024)

GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling
par: Ju, Wei, et autres
Publié: (2024)

Improving Recommendation Fairness via Graph Structure and Representation Augmentation
par: Xu, Tongxin, et autres
Publié: (2025)

A Survey of Data-Efficient Graph Learning
par: Ju, Wei, et autres
Publié: (2024)

GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation
par: Lin, Guojiao, et autres
Publié: (2024)

Amplify Graph Learning for Recommendation via Sparsity Completion
par: Yuan, Peng, et autres
Publié: (2024)

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications
par: Zhou, Yingli, et autres
Publié: (2026)

KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation
par: Chen, Ching Han, et autres
Publié: (2025)

Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support
par: Liu, Qijiong, et autres
Publié: (2024)

A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning
par: Yuan, Ye, et autres
Publié: (2024)

Active Reconfigurable Intelligent Surface Empowered Synthetic Aperture Radar Imaging
par: Sun, Yifan, et autres
Publié: (2024)

Graph Foundation Models for Recommendation: A Comprehensive Survey
par: Wu, Bin, et autres
Publié: (2025)

A Comprehensive Survey on Retrieval Methods in Recommender Systems
par: Huang, Junjie, et autres
Publié: (2024)

Diffusion Models in Recommendation Systems: A Survey
par: Wei, Ting-Ruen, et autres
Publié: (2025)

On-Device Recommender Systems: A Comprehensive Survey
par: Yin, Hongzhi, et autres
Publié: (2024)

Leveraging Knowledge Graph Embedding for Effective Conversational Recommendation
par: Xia, Yunwen, et autres
Publié: (2024)

Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation
par: Cui, Jiajun, et autres
Publié: (2024)

Prompt Tuning on Graph-augmented Low-resource Text Classification
par: Wen, Zhihao, et autres
Publié: (2023)

Decoy Effect In Search Interaction: Understanding User Behavior and Measuring System Vulnerability
par: Chen, Nuo, et autres
Publié: (2024)

DeepEvidence: Empowering Biomedical Discovery with Deep Knowledge Graph Research
par: Wang, Zifeng, et autres
Publié: (2025)

Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations
par: Ren, Zhicheng, et autres
Publié: (2024)

FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction
par: Dai, Zenan, et autres
Publié: (2026)

Category-Oriented Representation Learning for Image to Multi-Modal Retrieval
par: Cheng, Zida, et autres
Publié: (2023)

Unified Semantic and ID Representation Learning for Deep Recommenders
par: Lin, Guanyu, et autres
Publié: (2025)

A Survey on Deep Text Hashing: Efficient Semantic Text Retrieval with Binary Representation
par: He, Liyang, et autres
Publié: (2025)

Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model
par: Zhang, YiChi, et autres
Publié: (2024)

Squeeze and Excitation: A Weighted Graph Contrastive Learning for Collaborative Filtering
par: Chen, Zheyu, et autres
Publié: (2025)

A Survey of Retrieval Algorithms in Ad and Content Recommendation Systems
par: Zhao, Yu, et autres
Publié: (2024)