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Session-Based Recommendations

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

Papers

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Showing 31–40 of 172 papers

Title	Date	Tasks	Status	Hype
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation	Jul 23, 2020	Continual LearningSession-Based Recommendations	CodeCode Available	1
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation	Jun 12, 2020	Multi-Task LearningSession-Based Recommendations	CodeCode Available	1
An efficient manifold density estimator for all recommendation systems	Jun 2, 2020	AllDensity Estimation	CodeCode Available	1
Modeling Personalized Item Frequency Information for Next-basket Recommendation	May 31, 2020	Next-basket recommendationSession-Based Recommendations	CodeCode Available	1
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation	May 6, 2020	DiversityGraph Neural Network	CodeCode Available	1
Empirical Analysis of Session-Based Recommendation Algorithms	Oct 28, 2019	Recommendation SystemsSession-Based Recommendations	CodeCode Available	1
Evaluation of Session-based Recommendation Algorithms	Mar 26, 2018	Recommendation SystemsSession-Based Recommendations	CodeCode Available	1
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations	Jun 12, 2017	Collaborative FilteringData Augmentation	CodeCode Available	1
Session-based Recommendations with Recurrent Neural Networks	Nov 21, 2015	Recommendation SystemsSession-Based Recommendations	CodeCode Available	1
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation	Jul 7, 2025	Contrastive LearningDenoising	CodeCode Available	0

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