SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 51–75 of 172 papers

TitleStatusHype
Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation—0
Optimizing Encoder-Only Transformers for Session-Based Recommendation Systems—0
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based RecommendationCode0
Item Cluster-aware Prompt Learning for Session-based Recommendation—0
Enhancing Sequential Music Recommendation with Negative Feedback-informed Contrastive LearningCode0
Incorporating Like-Minded Peers to Overcome Friend Data Sparsity in Session-Based Social Recommendations—0
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey—0
A GNN Model with Adaptive Weights for Session-Based Recommendation Systems—0
A Simple Yet Effective Approach for Diversified Session-Based RecommendationCode0
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation—0
Explainable Session-based Recommendation via Path Reasoning—0
Side Information-Driven Session-based Recommendation: A Survey—0
InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models—0
Integrating Large Language Models with Graphical Session-Based Recommendation—0
Multi-view Intent Learning and Alignment with Large Language Models for Session-based RecommendationCode0
Enhancing ID and Text Fusion via Alternative Training in Session-based RecommendationCode0
Performance Comparison of Session-based Recommendation Algorithms based on GNNs—0
On the Effectiveness of Unlearning in Session-Based RecommendationCode0
Exploring Popularity Bias in Session-based Recommendation—0
Session-Based Recommendation by Exploiting Substitutable and Complementary Relationships from Multi-behavior Data—0
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation—0
Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based RecommendationCode0
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations—0
Context-aware Session-based Recommendation with Graph Neural NetworksCode0
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-OnCode0
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