SOTAVerified

Session-Based Recommendations

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 172 papers

TitleStatusHype
Discreetly Exploiting Inter-session Information for Session-based Recommendation—0
Dual-Granularity Contrastive Learning for Session-based Recommendation—0
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation—0
Recommender Systems: A Primer—0
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation—0
Learning Recommendations from User Actions in the Item-poor Insurance DomainCode0
STAR: A Session-Based Time-Aware Recommender SystemCode0
Efficient On-Device Session-Based RecommendationCode1
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations—0
Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based RecommendationCode1
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning—0
Understanding Diversity in Session-Based RecommendationCode0
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based RecommendationCode0
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer NetworkCode1
Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation—0
Using user's local context to support local news—0
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints—0
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities—0
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News RecommendationCode1
Effectively Using Long and Short Sessions for Multi-Session-based Recommendations—0
Price DOES Matter! Modeling Price and Interest Preferences in Session-based RecommendationCode1
CORE: Simple and Effective Session-based Recommendation within Consistent Representation SpaceCode1
Transition Information Enhanced Disentangled Graph Neural Networks for Session-based RecommendationCode1
Micro-Behavior Encoding for Session-based Recommendation—0
Transition Relation Aware Self-Attention for Session-based Recommendation—0
G^3SR: Global Graph Guided Session-based Recommendation—0
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation—0
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks—0
Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation—0
Disentangled Graph Neural Networks for Session-based RecommendationCode1
S-Walk: Accurate and Scalable Session-based Recommendationwith Random WalksCode1
Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation—0
Intention Adaptive Graph Neural Network for Category-aware Session-based RecommendationCode0
Session-based Recommendation with Hypergraph Attention Networks—0
Learning Multi-granularity User Intent Unit for Session-based RecommendationCode1
Knowledge-enhanced Session-based Recommendation with Temporal Transformer—0
Long-Tail Session-based Recommendation from Calibration—0
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning—0
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based RecommendationCode1
Multi-behavior Graph Contextual Aware Network for Session-based Recommendation—0
Language Models as Recommender Systems: Evaluations and Limitations—0
Self-Supervised Graph Co-Training for Session-based RecommendationCode1
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network—0
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation—0
Heterogeneous Global Graph Neural Networks for Personalized Session-based RecommendationCode1
HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation—0
Introducing Self-Attention to Target Attentive Graph Neural NetworksCode1
Exploiting Positional Information for Session-based Recommendation—0
Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks—0
A Graph-based Method for Session-based Recommendations—0
Show:102550
← PrevPage 2 of 4Next →

No leaderboard results yet.