Browse State-of-the-Art › Session-Based Recommendations › Papers, page 2

Session-Based Recommendations

Papers archive 2025-07-28

archive papers tagged: 172 · with a code link: 84 · where Syntology ran a sample: 20 (16 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (20 of 172 tagged: 16 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 172 of 172, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Performance Comparison of Session-based Recommendation Algorithms based on GNNs
  27 Dec 2023 0 repositories listed
• Exploring Popularity Bias in Session-based Recommendation
  13 Dec 2023 0 repositories listed
• Session-Based Recommendation by Exploiting Substitutable and Complementary Relationships from Multi-behavior Data
  13 Dec 2023 0 repositories listed
• Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation
  6 Nov 2023 0 repositories listed
• TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations
  20 Oct 2023 0 repositories listed
• Hierarchical Multi-Task Learning Framework for Session-based Recommendations
  12 Sep 2023 0 repositories listed
• Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning
  20 Jul 2023 0 repositories listed
• Mining Interest Trends and Adaptively Assigning SampleWeight for Session-based Recommendation
  20 Jun 2023 0 repositories listed
• Learning Similarity among Users for Personalized Session-Based Recommendation from hierarchical structure of User-Session-Item
  5 Jun 2023 0 repositories listed
• Discreetly Exploiting Inter-session Information for Session-based Recommendation
  18 Apr 2023 0 repositories listed
• Dual-Granularity Contrastive Learning for Session-based Recommendation
  18 Apr 2023 0 repositories listed
• SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation
  8 Feb 2023 0 repositories listed
• Recommender Systems: A Primer
  6 Feb 2023 0 repositories listed
• Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation
  10 Jan 2023 0 repositories listed
• M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations
  23 Sep 2022 0 repositories listed
• SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning
  22 Sep 2022 0 repositories listed
• Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation
  4 Jun 2022 0 repositories listed
• Using user's local context to support local news
  24 May 2022 0 repositories listed
• Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints
  23 May 2022 0 repositories listed
• Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities
  22 May 2022 0 repositories listed
• Effectively Using Long and Short Sessions for Multi-Session-based Recommendations
  9 May 2022 0 repositories listed
• Micro-Behavior Encoding for Session-based Recommendation
  5 Apr 2022 0 repositories listed
• G³SR: Global Graph Guided Session-based Recommendation
  12 Mar 2022 0 repositories listed
• Transition Relation Aware Self-Attention for Session-based Recommendation
  12 Mar 2022 0 repositories listed
• Graph Spring Network and Informative Anchor Selection for Session-based Recommendation
  19 Feb 2022 0 repositories listed
• Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks
  29 Jan 2022 0 repositories listed
• Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation
  26 Jan 2022 0 repositories listed
• Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation
  31 Dec 2021 0 repositories listed
• Session-based Recommendation with Hypergraph Attention Networks
  28 Dec 2021 0 repositories listed
• Knowledge-enhanced Session-based Recommendation with Temporal Transformer
  16 Dec 2021 0 repositories listed
• Long-Tail Session-based Recommendation from Calibration
  5 Dec 2021 0 repositories listed
• Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning
  28 Oct 2021 0 repositories listed
• Multi-behavior Graph Contextual Aware Network for Session-based Recommendation
  24 Sep 2021 0 repositories listed
• Language Models as Recommender Systems: Evaluations and Limitations
  22 Sep 2021 0 repositories listed
• SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network
  12 Aug 2021 0 repositories listed
• Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation
  11 Jul 2021 0 repositories listed
• HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation
  6 Jul 2021 0 repositories listed
• Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks
  2 Jul 2021 0 repositories listed
• Exploiting Positional Information for Session-based Recommendation
  2 Jul 2021 0 repositories listed
• A Graph-based Method for Session-based Recommendations
  22 Jun 2021 0 repositories listed
• Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning
  1 Jun 2021 0 repositories listed
• DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation
  30 May 2021 0 repositories listed
• Context-aware short-term interest first model for session-based recommendation
  29 Mar 2021 0 repositories listed
• KnowledgeCheckR: Intelligent Techniques for Counteracting Forgetting
  15 Feb 2021 0 repositories listed
• Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
  16 Dec 2020 0 repositories listed
• Session-based k-NNs with Semantic Suggestions for Next-item Prediction
  16 Dec 2020 0 repositories listed
• Exploiting Group-level Behavior Pattern forSession-based Recommendation
  10 Dec 2020 0 repositories listed
• Exploring Global Information for Session-based Recommendation
  20 Nov 2020 0 repositories listed
• Star Graph Neural Networks for Session-based Recommendation
  19 Oct 2020 0 repositories listed
• Many-to-one Recurrent Neural Network for Session-based Recommendation
  25 Aug 2020 0 repositories listed
• UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks
  6 Aug 2020 0 repositories listed
• Long-tail Session-based Recommendation
  24 Jul 2020 0 repositories listed
• Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation
  27 Jun 2020 0 repositories listed
• Rethinking Item Importance in Session-based Recommendation
  9 May 2020 0 repositories listed
• Memory Augmented Neural Model for Incremental Session-based Recommendation
  28 Apr 2020 0 repositories listed
• Balancing Multi-level Interactions for Session-based Recommendation
  29 Oct 2019 0 repositories listed
• Neighborhood-Enhanced and Time-Aware Model for Session-based Recommendation
  25 Sep 2019 0 repositories listed
• Matrix embedding method in match for session-based recommendation
  27 Aug 2019 0 repositories listed
• Two-Stage Session-based Recommendations with Candidate Rank Embeddings
  22 Aug 2019 0 repositories listed
• Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation
  11 Jun 2019 0 repositories listed
• Purchase as Reward : Session-based Recommendation by Imagination Reconstruction
  1 May 2019 0 repositories listed
• Latent Variable Session-Based Recommendation
  24 Apr 2019 0 repositories listed
• Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems
  8 Apr 2019 0 repositories listed
• Session-based Sequential Skip Prediction via Recurrent Neural Networks
  13 Feb 2019 0 repositories listed
• Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors
  3 Aug 2018 0 repositories listed
• Recurrent Neural Networks for Long and Short-Term Sequential Recommendation
  23 Jul 2018 0 repositories listed
• An Adjustable Heat Conduction based KNN Approach for Session-based Recommendation
  16 Jul 2018 0 repositories listed
• Augmenting Recurrent Neural Networks with High-Order User-Contextual Preference for Session-Based Recommendation
  8 May 2018 0 repositories listed
• When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation
  1 Aug 2017 0 repositories listed
• Recurrent Latent Variable Networks for Session-Based Recommendation
  13 Jun 2017 0 repositories listed
• Machine learning methods for multimedia information retrieval
  14 May 2017 0 repositories listed
• Improved Recurrent Neural Networks for Session-based Recommendations
  27 Jun 2016 0 repositories listed