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Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation

https://doi.org/10.1145/3626091
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-01267-0_9openalex-snapshot
Deep Co-Training for Semi-Supervised Image Recognition
inferredcites →https://doi.org/10.1016/j.knosys.2022.109262openalex-snapshot
Multi-relational graph attention networks for knowledge graph completion
inferredcites →https://doi.org/10.1109/bigdata52589.2021.9671296openalex-snapshot
Session-based Recommendation via Contrastive Learning on Heterogeneous Graph
inferredcites →https://doi.org/10.1109/cogmi52975.2021.00026openalex-snapshot
Pre-training Graph Neural Network for Cross Domain Recommendation
inferredcites →https://doi.org/10.1109/icassp48485.2024.10446742openalex-snapshot
ETP: Learning Transferable ECG Representations via ECG-Text Pre-Training
inferredcites →https://doi.org/10.1109/iccv48922.2021.00950openalex-snapshot
An Empirical Study of Training Self-Supervised Vision Transformers
inferredcites →https://doi.org/10.1109/icde53745.2022.00099openalex-snapshot
Contrastive Learning for Sequential Recommendation
inferredcites →https://doi.org/10.1109/icdm.2018.00035openalex-snapshot
Self-Attentive Sequential Recommendation
inferredcites →https://doi.org/10.1109/tii.2021.3091435openalex-snapshot
Hybrid-Order Gated Graph Neural Network for Session-Based Recommendation
inferredcites →https://doi.org/10.1109/tkde.2022.3151618openalex-snapshot
Dynamic Graph Neural Networks for Sequential Recommendation
inferredcites →https://doi.org/10.1109/tnnls.2022.3159592openalex-snapshot
G3SR: Global Graph Guided Session-Based Recommendation
inferredcites →https://doi.org/10.1145/1772690.1772773openalex-snapshot
Factorizing personalized Markov chains for next-basket recommendation
inferredcites →https://doi.org/10.1145/2556195.2556248openalex-snapshot
Improving pairwise learning for item recommendation from implicit feedback
inferredcites →https://doi.org/10.1145/2661714.2661719openalex-snapshot
#nowplaying Music Dataset
inferredcites →https://doi.org/10.1145/279943.279962openalex-snapshot
Combining labeled and unlabeled data with co-training
inferredcites →https://doi.org/10.1145/2988450.2988452openalex-snapshot
Improved Recurrent Neural Networks for Session-based Recommendations
inferredcites →https://doi.org/10.1145/3038912.3052569openalex-snapshot
Neural Collaborative Filtering
inferredcites →https://doi.org/10.1145/3132847.3132926openalex-snapshot
Neural Attentive Session-based Recommendation
inferredcites →https://doi.org/10.1145/3219819.3219950openalex-snapshot
STAMP
inferredcites →https://doi.org/10.1145/3269206.3271761openalex-snapshot
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations
inferredcites →https://doi.org/10.1145/3285029openalex-snapshot
Deep Learning Based Recommender System
inferredcites →https://doi.org/10.1145/3292500.3330839openalex-snapshot
Streaming Session-based Recommendation
inferredcites →https://doi.org/10.1145/3292500.3330895openalex-snapshot
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks
inferredcites →https://doi.org/10.1145/3331184.3331210openalex-snapshot
A Collaborative Session-based Recommendation Approach with Parallel Memory Modules
inferredcites →https://doi.org/10.1145/3340531.3411954openalex-snapshot
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
inferredcites →https://doi.org/10.1145/3357384.3357895openalex-snapshot
BERT4Rec
inferredcites →https://doi.org/10.1145/3357384.3358010openalex-snapshot
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks
inferredcites →https://doi.org/10.1145/3394486.3403168openalex-snapshot
GCC
inferredcites →https://doi.org/10.1145/3394486.3403170openalex-snapshot
Handling Information Loss of Graph Neural Networks for Session-based Recommendation
inferredcites →https://doi.org/10.1145/3397271.3401142openalex-snapshot
Global Context Enhanced Graph Neural Networks for Session-based Recommendation
inferredcites →https://doi.org/10.1145/3404835.3462862openalex-snapshot
Self-supervised Graph Learning for Recommendation
inferredcites →https://doi.org/10.1145/3404835.3463112openalex-snapshot
Temporal Augmented Graph Neural Networks for Session-Based Recommendations
inferredcites →https://doi.org/10.1145/3459637.3481952openalex-snapshot
Self-supervised Learning for Large-scale Item Recommendations
inferredcites →https://doi.org/10.1145/3459637.3482136openalex-snapshot
Locker: Locally Constrained Self-Attentive Sequential Recommendation
inferredcites →https://doi.org/10.1145/3459637.3482242openalex-snapshot
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer
inferredcites →https://doi.org/10.1145/3459637.3482388openalex-snapshot
Self-Supervised Graph Co-Training for Session-based Recommendation
inferredcites →https://doi.org/10.1145/3465401openalex-snapshot
A Survey on Session-based Recommender Systems
inferredcites →https://doi.org/10.1145/3474085.3475665openalex-snapshot
Contrastive Learning for Cold-Start Recommendation
inferredcites →https://doi.org/10.1145/3477495.3531955openalex-snapshot
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
inferredcites →https://doi.org/10.1145/3485447.3512090openalex-snapshot
Intent Contrastive Learning for Sequential Recommendation
inferredcites →https://doi.org/10.1145/3486711openalex-snapshot
Graph Co-Attentive Session-based Recommendation
inferredcites →https://doi.org/10.1145/3488560.3498433openalex-snapshot
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation
inferredcites →https://doi.org/10.1145/3490479openalex-snapshot
Collaborative Graph Learning for Session-based Recommendation
inferredcites →https://doi.org/10.1145/3511808.3557314openalex-snapshot
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation
inferredcites →https://doi.org/10.1609/aaai.v33i01.3301346openalex-snapshot
Session-Based Recommendation with Graph Neural Networks
inferredcites →https://doi.org/10.1609/aaai.v35i5.16534openalex-snapshot
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation
inferredcites →https://doi.org/10.1609/aaai.v35i5.16578openalex-snapshot
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation
inferredcites →https://doi.org/10.1609/aaai.v35i5.16593openalex-snapshot
Dual Sparse Attention Network For Session-based Recommendation
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.552openalex-snapshot
SimCSE: Simple Contrastive Learning of Sentence Embeddings
inferredcites →https://doi.org/10.24963/ijcai.2019/547openalex-snapshot
Graph Contextualized Self-Attention Network for Session-based Recommendation
inferredcites →https://doi.org/10.24963/ijcai.2020/175openalex-snapshot
MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product
inferredcites →https://doi.org/10.24963/ijcai.2020/359openalex-snapshot
Collaborative Self-Attention Network for Session-based Recommendation
inferredcites →https://doi.org/10.3390/math9121420openalex-snapshot
Dynamic Graph Learning for Session-Based Recommendation
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.48550/arxiv.1511.06939openalex-snapshot
Session-based Recommendations with Recurrent Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1706.02216openalex-snapshot
Inductive Representation Learning on Large Graphs
inferredcites →https://doi.org/10.48550/arxiv.1707.07435openalex-snapshot
Deep Learning based Recommender System: A Survey and New Perspectives
inferredcites →https://doi.org/10.48550/arxiv.1808.09781openalex-snapshot
Self-Attentive Sequential Recommendation
inferredcites →https://doi.org/10.48550/arxiv.1902.09229openalex-snapshot
A Theoretical Analysis of Contrastive Unsupervised Representation Learning
inferredcites →https://doi.org/10.48550/arxiv.1904.06690openalex-snapshot
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
inferredcites →https://doi.org/10.48550/arxiv.2002.05709openalex-snapshot
A Simple Framework for Contrastive Learning of Visual Representations
inferredcites →https://doi.org/10.48550/arxiv.2005.10242openalex-snapshot
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
inferredcites →https://doi.org/10.48550/arxiv.2006.05582openalex-snapshot
Contrastive Multi-View Representation Learning on Graphs
inferredcites →https://doi.org/10.48550/arxiv.2006.09963openalex-snapshot
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
inferredcites →https://doi.org/10.48550/arxiv.2107.07651openalex-snapshot
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
inferredcites →https://doi.org/10.48550/arxiv.2108.06479openalex-snapshot
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
inferredcites →https://doi.org/10.48550/arxiv.2108.06625openalex-snapshot
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer
inferredcites →https://doi.org/10.48550/arxiv.2111.08276openalex-snapshot
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts
inferredcites →https://doi.org/10.48550/arxiv.2112.15328openalex-snapshot
Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-981-95-4155-3_10openalex-snapshot
Self-supervised Dual Graph and Intention Association for Session-Based Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-5848-0_27openalex-snapshot
Personalised Session Recommendation with Heterogeneous Global Graph Neural Networks and User Clustering
inferred← citeshttps://doi.org/10.1007/s10994-024-06655-3openalex-snapshot
Spatiotemporal-view member preference contrastive representation learning for group recommendation
inferred← citeshttps://doi.org/10.1007/s11280-025-01373-9openalex-snapshot
TiDGRec: dual-graph modeling with target-intention filtering for session-based recommendation
inferred← citeshttps://doi.org/10.1007/s12530-025-09712-xopenalex-snapshot
Dual attention-based CNN-LSTM framework for session-based recommendations
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Capturing dynamic interests with deformable attention mechanism for session-based recommendation
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Mamba-enhanced asymmetric contrastive graph-sequence learning for session-based recommendation
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Beyond blind feature injection: An information foraging theory-guided deep learning framework for product recommendation
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Root cause analysis of cloud platform faults based on anomaly correlation graph and graph neural network
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.121969openalex-snapshot
Combine temporal information in session-based recommendation with graph neural networks
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.126501openalex-snapshot
Time–Frequency Sensitive Prompt Tuning Framework for Session-based Recommendation
inferred← citeshttps://doi.org/10.1016/j.ins.2026.123289openalex-snapshot
Dual-channel time-aware graph attention network for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2024.103896openalex-snapshot
Fusing temporal and semantic dependencies for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104196openalex-snapshot
Collaborative local–global context modeling for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2026.104625openalex-snapshot
CooSBR: Rethinking neighborhood integration for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2026.105066openalex-snapshot
ED4SBR: Diffusion-driven diversity enhancement for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.115281openalex-snapshot
Dual contrastive learning with behavior pattern modeling for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.133784openalex-snapshot
Contrastive prompt-tuning enhanced graph convolutional network for multi-modal session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.107056openalex-snapshot
RAIN: Reconstructed-aware in-context enhancement with graph denoising for session-based recommendation
inferred← citeshttps://doi.org/10.1016/j.neunet.2026.108766openalex-snapshot
Multi-granularity preference enhancement with hierarchical feature extraction for session-based recommendations
inferred← citeshttps://doi.org/10.1109/cnml68938.2026.11452982openalex-snapshot
Long-Range Dependency Enhanced Graph Neural Network for Session-based Recommendation
inferred← citeshttps://doi.org/10.1109/tcss.2026.3663355openalex-snapshot
Semantic Information and Intention Enhanced Session-Based Recommendation With Contrastive Learning
inferred← citeshttps://doi.org/10.1109/tcss.2026.3680018openalex-snapshot
Interest Enhanced Subgraph Neural Network With Data Distillation Replay to Continual Learning for Session-Based Recommendation
inferred← citeshttps://doi.org/10.1109/tkde.2024.3523383openalex-snapshot
Multi-Behavior Hypergraph Contrastive Learning for Session-Based Recommendation
inferred← citeshttps://doi.org/10.1109/tkde.2025.3538706openalex-snapshot
TagRec: Temporal-Aware Graph Contrastive Learning With Theoretical Augmentation for Sequential Recommendation
inferred← citeshttps://doi.org/10.1109/tpds.2024.3521897openalex-snapshot
ViTeGNN: Towards Versatile Inference of Temporal Graph Neural Networks on FPGA
inferred← citeshttps://doi.org/10.1109/tsc.2025.3637009openalex-snapshot
Multi-Scale Collaborative Distillation Graph Neural Networks for Session-Based Recommendation
inferred← citeshttps://doi.org/10.1109/tsmc.2025.3550701openalex-snapshot
Contrastive Translation With Dynamical Temperature for Sequential Recommendation
inferred← citeshttps://doi.org/10.1109/upwiecon67212.2025.11390170openalex-snapshot
Graph Rewiring Using Explicit Rating and Bidirectional Trust
inferred← citeshttps://doi.org/10.1145/3626246.3653398openalex-snapshot
COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon
inferred← citeshttps://doi.org/10.1145/3704811openalex-snapshot
Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling
inferred← citeshttps://doi.org/10.1145/3816730openalex-snapshot
From Tradeoff to Synergy: Rethinking the Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intent
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GCACL-Rec: A study on conversational recommendation via global context-aware and multi-view contrastive adversarial joint learning
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Towards Pattern-Aware Data Augmentation for Temporal Knowledge Graph Completion
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Dual Contrastive Learning with Behavior Pattern Modeling for Session-Based Recommendation
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Dual Contrastive Learning with Behavior Pattern Modeling for Session-Based Recommendation
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Spatio-Temporal Contrastive Heterogeneous Graph Attention Networks for Session-Based Recommendation
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A Comparative Study of GNN Architectures and Self-Supervised Objectives for Embedding Extraction in Recommender Systems
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