SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 26–50 of 172 papers

TitleStatusHype
Self-Supervised Hypergraph Convolutional Networks for Session-based RecommendationCode1
Session-aware Recommendation: A Surprising Quest for the State-of-the-artCode1
Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-CommerceCode1
DGTN: Dual-channel Graph Transition Network for Session-based RecommendationCode1
Exploring Longitudinal Effects of Session-based RecommendationsCode1
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based RecommendationCode1
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based RecommendationCode1
An efficient manifold density estimator for all recommendation systemsCode1
Modeling Personalized Item Frequency Information for Next-basket RecommendationCode1
TAGNN: Target Attentive Graph Neural Networks for Session-based RecommendationCode1
Empirical Analysis of Session-Based Recommendation AlgorithmsCode1
Evaluation of Session-based Recommendation AlgorithmsCode1
Recurrent Neural Networks with Top-k Gains for Session-based RecommendationsCode1
Session-based Recommendations with Recurrent Neural NetworksCode1
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based RecommendationCode0
Rethinking Contrastive Learning in Session-based RecommendationCode0
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective—0
Linear Item-Item Model with Neural Knowledge for Session-based RecommendationCode0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
Unsupervised Graph Embeddings for Session-based Recommendation with Item FeaturesCode0
SPGL: Enhancing Session-based Recommendation with Single Positive Graph LearningCode0
Multi-Graph Co-Training for Capturing User Intent in Session-based RecommendationCode0
Active Large Language Model-based Knowledge Distillation for Session-based Recommendation—0
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons—0
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item Recommendations—0
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