| ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation | Jul 23, 2020 | Continual LearningSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns | Dec 23, 2023 | AttributeSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation | Dec 12, 2020 | Self-Supervised LearningSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Exploring Longitudinal Effects of Session-based Recommendations | Aug 17, 2020 | Recommendation SystemsRe-Ranking | CodeCode Available | 1 | 5 |
| Introducing Self-Attention to Target Attentive Graph Neural Networks | Jul 4, 2021 | Recommendation SystemsRepresentation Learning | CodeCode Available | 1 | 5 |
| Evaluation of Session-based Recommendation Algorithms | Mar 26, 2018 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation | May 9, 2022 | AttributeMarketing | CodeCode Available | 1 | 5 |
| Self-Supervised Graph Co-Training for Session-based Recommendation | Aug 24, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Session-based Recommendation with Self-Attention Networks | Feb 3, 2021 | Session-Based Recommendations | CodeCode Available | 1 | 5 |
| CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space | Apr 23, 2022 | Session-Based Recommendations | CodeCode Available | 1 | 5 |
| TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation | May 6, 2020 | DiversityGraph Neural Network | CodeCode Available | 1 | 5 |
| Modeling Personalized Item Frequency Information for Next-basket Recommendation | May 31, 2020 | Next-basket recommendationSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation | Sep 23, 2022 | Collaborative FilteringContrastive Learning | CodeCode Available | 1 | 5 |
| Session-aware Recommendation: A Surprising Quest for the State-of-the-art | Nov 6, 2020 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Global Context Enhanced Graph Neural Networks for Session-based Recommendation | Jun 9, 2021 | Representation LearningSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation | May 12, 2022 | ArticlesNews Recommendation | CodeCode Available | 1 | 5 |
| Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation | Oct 8, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 | 5 |
| Self Contrastive Learning for Session-based Recommendation | Jun 2, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Session-aware Linear Item-Item Models for Session-based Recommendation | Mar 30, 2021 | Session-Based Recommendations | CodeCode Available | 1 | 5 |
| Session-based Recommendations with Recurrent Neural Networks | Nov 21, 2015 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 | 5 |
| S-Walk: Accurate and Scalable Session-based Recommendationwith Random Walks | Jan 4, 2022 | Computational EfficiencyRecommendation Systems | CodeCode Available | 1 | 5 |
| Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation | Apr 5, 2022 | Graph Neural NetworkPosition | CodeCode Available | 1 | 5 |
| Modeling Multi-Destination Trips with Sketch-Based Model | Feb 22, 2021 | Graph Embeddingmodel | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning Multi-granularity User Intent Unit for Session-based Recommendation | Dec 25, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 | 5 |
| DGTN: Dual-channel Graph Transition Network for Session-based Recommendation | Sep 21, 2020 | Session-Based Recommendations | CodeCode Available | 1 | 5 |
| Beyond Co-occurrence: Multi-modal Session-based Recommendation | Sep 29, 2023 | Contrastive LearningDescriptive | CodeCode Available | 1 | 5 |
| Disentangled Graph Neural Networks for Session-based Recommendation | Jan 10, 2022 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Disentangling ID and Modality Effects for Session-based Recommendation | Apr 19, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Multi-intent-aware Session-based Recommendation | May 2, 2024 | Session-Based Recommendations | CodeCode Available | 1 | 5 |
| An efficient manifold density estimator for all recommendation systems | Jun 2, 2020 | AllDensity Estimation | CodeCode Available | 1 | 5 |
| Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation | May 10, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation | Jul 8, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network | Jun 26, 2022 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Efficient On-Device Session-Based Recommendation | Sep 27, 2022 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Empirical Analysis of Session-Based Recommendation Algorithms | Oct 28, 2019 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Recurrent Neural Networks with Top-k Gains for Session-based Recommendations | Jun 12, 2017 | Collaborative FilteringData Augmentation | CodeCode Available | 1 | 5 |
| Scaling Session-Based Transformer Recommendations using Optimized Negative Sampling and Loss Functions | Jul 27, 2023 | Product RecommendationRecommendation Systems | CodeCode Available | 1 | 5 |
| Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-Commerce | Oct 17, 2020 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based Recommendation | Nov 2, 2023 | Multi-Task LearningSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation | Jul 19, 2023 | Product RecommendationSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Neural Att entive Session-based Recommendation | Nov 3, 2017 | Session-Based Recommendations | CodeCode Available | 0 | 5 |
| Metric Learning for Session-based Recommendations | Jan 7, 2021 | Learning-To-RankMetric Learning | CodeCode Available | 0 | 5 |
| Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation | Feb 21, 2024 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation | Dec 15, 2024 | Contrastive LearningSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Neural Attentive Session-based Recommendation | Nov 13, 2017 | Session-Based Recommendations | CodeCode Available | 0 | 5 |
| Contextual Sequence Modeling for Recommendation with Recurrent Neural Networks | Jun 23, 2017 | Session-Based Recommendations | CodeCode Available | 0 | 5 |
| Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation | Dec 31, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Hybrid Model with Time Modeling for Sequential Recommender Systems | Mar 7, 2021 | Deep LearningRecommendation Systems | CodeCode Available | 0 | 5 |
| Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time | Jun 30, 2017 | Model SelectionSession-Based Recommendations | CodeCode Available | 0 | 5 |
