SOTAVerified

Session-Based Recommendations

Recommendation based on a sequence of events. e.g. next item prediction

Papers

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Showing 101–150 of 172 papers

TitleStatusHype
Effectively Using Long and Short Sessions for Multi-Session-based Recommendations—0
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation—0
Multi-behavior Graph Contextual Aware Network for Session-based Recommendation—0
An Adjustable Heat Conduction based KNN Approach for Session-based Recommendation—0
Dual-Granularity Contrastive Learning for Session-based Recommendation—0
Neighborhood-Enhanced and Time-Aware Model for Session-based Recommendation—0
Transition Relation Aware Self-Attention for Session-based Recommendation—0
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning—0
Two-Stage Session-based Recommendations with Candidate Rank Embeddings—0
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks—0
Star Graph Neural Networks for Session-based Recommendation—0
A Graph-based Method for Session-based Recommendations—0
Optimizing Encoder-Only Transformers for Session-Based Recommendation Systems—0
A GNN Model with Adaptive Weights for Session-Based Recommendation Systems—0
Performance Comparison of Session-based Recommendation Algorithms based on GNNs—0
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations—0
Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation—0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
Discreetly Exploiting Inter-session Information for Session-based Recommendation—0
Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation—0
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation—0
Purchase as Reward : Session-based Recommendation by Imagination Reconstruction—0
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation—0
Recommender Systems: A Primer—0
Recurrent Latent Variable Networks for Session-Based Recommendation—0
Recurrent Neural Networks for Long and Short-Term Sequential Recommendation—0
DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation—0
Using user's local context to support local news—0
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks—0
When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation—0
Rethinking Item Importance in Session-based Recommendation—0
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation—0
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation—0
Context-aware short-term interest first model for session-based recommendation—0
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning—0
Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation—0
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities—0
Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation—0
Balancing Multi-level Interactions for Session-based Recommendation—0
Session-based k-NNs with Semantic Suggestions for Next-item Prediction—0
G^3SR: Global Graph Guided Session-based Recommendation—0
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item Recommendations—0
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey—0
Exploring Popularity Bias in Session-based Recommendation—0
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation—0
Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation—0
HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation—0
Exploring Global Information for Session-based Recommendation—0
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints—0
Session-Based Recommendation by Exploiting Substitutable and Complementary Relationships from Multi-behavior Data—0
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