Browse State-of-the-Art › Sequential Recommendation › Papers, page 5

Sequential Recommendation

Papers archive 2025-07-28

archive papers tagged: 554 · with a code link: 300 · where Syntology ran a sample: 69 (58 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (69 of 554 tagged: 58 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)

Page 5 of 6: papers 401 to 500 of 554, 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.

• Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation
  21 May 2024 0 repositories listed
• ID-centric Pre-training for Recommendation
  6 May 2024 0 repositories listed
• Improve Temporal Awareness of LLMs for Sequential Recommendation
  5 May 2024 0 repositories listed
• CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation
  3 May 2024 0 repositories listed
• Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
  2 May 2024 0 repositories listed
• Contrastive Learning Method for Sequential Recommendation based on Multi-Intention Disentanglement
  28 Apr 2024 0 repositories listed
• CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation
  23 Apr 2024 0 repositories listed
• Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model
  8 Apr 2024 0 repositories listed
• RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm
  6 Apr 2024 0 repositories listed
• END4Rec: Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation
  26 Mar 2024 0 repositories listed
• Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling
  25 Mar 2024 0 repositories listed
• Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai
  19 Mar 2024 0 repositories listed
• Multi-Tower Multi-Interest Recommendation with User Representation Repel
  8 Mar 2024 0 repositories listed
• Can Small Language Models be Good Reasoners for Sequential Recommendation?
  7 Mar 2024 0 repositories listed
• BiVRec: Bidirectional View-based Multimodal Sequential Recommendation
  27 Feb 2024 0 repositories listed
• BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation
  20 Feb 2024 0 repositories listed
• Pattern-wise Transparent Sequential Recommendation
  18 Feb 2024 0 repositories listed
• Are ID Embeddings Necessary? Whitening Pre-trained Text Embeddings for Effective Sequential Recommendation
  16 Feb 2024 0 repositories listed
• Sequential Recommendation on Temporal Proximities with Contrastive Learning and Self-Attention
  15 Feb 2024 0 repositories listed
• Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction
  14 Feb 2024 0 repositories listed
• Rethinking Large Language Model Architectures for Sequential Recommendations
  14 Feb 2024 0 repositories listed
• Lightweight Modality Adaptation to Sequential Recommendation via Correlation Supervision
  14 Jan 2024 0 repositories listed
• Privacy-Preserving Sequential Recommendation with Collaborative Confusion
  9 Jan 2024 0 repositories listed
• A novel diffusion recommendation algorithm based on multi-scale cnn and residual lstm
  18 Dec 2023 0 repositories listed
• DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation
  18 Dec 2023 0 repositories listed
• GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training
  22 Nov 2023 0 repositories listed
• Scaling Law of Large Sequential Recommendation Models
  19 Nov 2023 0 repositories listed
• Modeling Sequences as Star Graphs to Address Over-smoothing in Self-attentive Sequential Recommendation
  13 Nov 2023 0 repositories listed
• Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation
  25 Oct 2023 0 repositories listed
• Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model
  25 Oct 2023 0 repositories listed
• One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems
  22 Oct 2023 0 repositories listed
• Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation
  21 Oct 2023 0 repositories listed
• Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language
  20 Oct 2023 0 repositories listed
• Dual-Scale Interest Extraction Framework with Self-Supervision for Sequential Recommendation
  16 Oct 2023 0 repositories listed
• Farzi Data: Autoregressive Data Distillation
  15 Oct 2023 0 repositories listed
• Memory efficient location recommendation through proximity-aware representation
  10 Oct 2023 0 repositories listed
• AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
  6 Oct 2023 0 repositories listed
• Towards Efficient and Effective Adaptation of Large Language Models for Sequential Recommendation
  2 Oct 2023 0 repositories listed
• Modeling Multi-aspect Preferences and Intents for Multi-behavioral Sequential Recommendation
  26 Sep 2023 0 repositories listed
• Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation
  20 Sep 2023 0 repositories listed
• RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation
  19 Sep 2023 0 repositories listed
• Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach
  17 Sep 2023 0 repositories listed
• A Survey on Multi-Behavior Sequential Recommendation
  30 Aug 2023 0 repositories listed
• RecMind: Large Language Model Powered Agent For Recommendation
  28 Aug 2023 0 repositories listed
• Invariant representation learning for sequential recommendation
  22 Aug 2023 0 repositories listed
• Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation
  20 Aug 2023 0 repositories listed
• Hierarchical Contrastive Learning with Multiple Augmentation for Sequential Recommendation
  7 Aug 2023 0 repositories listed
• Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation
  5 Aug 2023 0 repositories listed
• Integrating Offline Reinforcement Learning with Transformers for Sequential Recommendation
  26 Jul 2023 0 repositories listed
• ClusterSeq: Enhancing Sequential Recommender Systems with Clustering based Meta-Learning
  25 Jul 2023 0 repositories listed
• AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation
  7 Jul 2023 0 repositories listed
• Fisher-Weighted Merge of Contrastive Learning Models in Sequential Recommendation
  5 Jul 2023 0 repositories listed
• G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer
  25 Jun 2023 0 repositories listed
• Generative Sequential Recommendation with GPTRec
  19 Jun 2023 0 repositories listed
• PALR: Personalization Aware LLMs for Recommendation
  12 May 2023 0 repositories listed
• Conditional Denoising Diffusion for Sequential Recommendation
  22 Apr 2023 0 repositories listed
• Learning Graph ODE for Continuous-Time Sequential Recommendation
  14 Apr 2023 0 repositories listed
• Deep Stable Multi-Interest Learning for Out-of-distribution Sequential Recommendation
  12 Apr 2023 0 repositories listed
• Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training
  11 Apr 2023 0 repositories listed
• Sequential Recommendation with Diffusion Models
  10 Apr 2023 0 repositories listed
• Automated Prompting for Non-overlapping Cross-domain Sequential Recommendation
  9 Apr 2023 0 repositories listed
• Multimodal Pre-training Framework for Sequential Recommendation via Contrastive Learning
  21 Mar 2023 0 repositories listed
• GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation
  1 Mar 2023 0 repositories listed
• Intelligent Model Update Strategy for Sequential Recommendation
  14 Feb 2023 0 repositories listed
• On Modeling Long-Term User Engagement from Stochastic Feedback
  13 Feb 2023 0 repositories listed
• Local Policy Improvement for Recommender Systems
  22 Dec 2022 0 repositories listed
• Denoising Self-attentive Sequential Recommendation
  8 Dec 2022 0 repositories listed
• Self-Attentive Sequential Recommendation with Cheap Causal Convolutions
  2 Nov 2022 0 repositories listed
• Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems
  11 Oct 2022 0 repositories listed
• DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation
  21 Sep 2022 0 repositories listed
• Recursive Attentive Methods with Reused Item Representations for Sequential Recommendation
  16 Sep 2022 0 repositories listed
• Multi-level Contrastive Learning Framework for Sequential Recommendation
  27 Aug 2022 0 repositories listed
• Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
  23 Aug 2022 0 repositories listed
• IDNP: Interest Dynamics Modeling using Generative Neural Processes for Sequential Recommendation
  9 Aug 2022 0 repositories listed
• Improving Micro-video Recommendation by Controlling Position Bias
  9 Aug 2022 0 repositories listed
• Time Lag Aware Sequential Recommendation
  9 Aug 2022 0 repositories listed
• Generating Negative Samples for Sequential Recommendation
  7 Aug 2022 0 repositories listed
• Long Short-Term Preference Modeling for Continuous-Time Sequential Recommendation
  1 Aug 2022 0 repositories listed
• Recommender Transformers with Behavior Pathways
  13 Jun 2022 0 repositories listed
• ID-Agnostic User Behavior Pre-training for Sequential Recommendation
  6 Jun 2022 0 repositories listed
• Enhancing Sequential Recommendation with Graph Contrastive Learning
  30 May 2022 0 repositories listed
• Personalized Prompt for Sequential Recommendation
  19 May 2022 0 repositories listed
• Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation
  16 May 2022 0 repositories listed
• PAS: A Position-Aware Similarity Measurement for Sequential Recommendation
  14 May 2022 0 repositories listed
• Designing a Sequential Recommendation System for Heterogeneous Interactions Using Transformers
  30 Apr 2022 0 repositories listed
• FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings
  30 Apr 2022 0 repositories listed
• DACSR: Decoupled-Aggregated End-to-End Calibrated Sequential Recommendation
  22 Apr 2022 0 repositories listed
• Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation
  21 Apr 2022 0 repositories listed
• Coarse-to-Fine Sparse Sequential Recommendation
  4 Apr 2022 0 repositories listed
• Learning to Augment for Casual User Recommendation
  2 Apr 2022 0 repositories listed
• Sequential Recommendation with Causal Behavior Discovery
  1 Apr 2022 0 repositories listed
• Sequential Recommendation with User Evolving Preference Decomposition
  31 Mar 2022 0 repositories listed
• PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application
  2 Mar 2022 0 repositories listed
• WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models
  28 Feb 2022 0 repositories listed
• NxtPost: User to Post Recommendations in Facebook Groups
  8 Feb 2022 0 repositories listed
• Sequential Search with Off-Policy Reinforcement Learning
  1 Feb 2022 0 repositories listed
• GIMIRec: Global Interaction Information Aware Multi-Interest Framework for Sequential Recommendation
  16 Dec 2021 0 repositories listed
• DiPS: Differentiable Policy for Sketching in Recommender Systems
  8 Dec 2021 0 repositories listed
• Gumble Softmax For User Behavior Modeling
  6 Dec 2021 0 repositories listed
• Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation
  20 Nov 2021 0 repositories listed