Browse State-of-the-Art › Sequential Recommendation › Papers, page 4
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 4 of 6: papers 301 to 400 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.
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Similarity-Guided Diffusion for Contrastive Sequential Recommendation16 Jul 2025 0 repositories listed
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Unconditional Diffusion for Generative Sequential Recommendation8 Jul 2025 0 repositories listed
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DARTS: A Dual-View Attack Framework for Targeted Manipulation in Federated Sequential Recommendation2 Jul 2025 0 repositories listed
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A Systematic Replicability and Comparative Study of BSARec and SASRec for Sequential Recommendation17 Jun 2025 0 repositories listed
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LARES: Latent Reasoning for Sequential Recommendation22 May 2025 0 repositories listed
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HMamba: Hyperbolic Mamba for Sequential Recommendation14 May 2025 0 repositories listed
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M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation7 May 2025 0 repositories listed
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STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation6 May 2025 0 repositories listed
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A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation30 Apr 2025 0 repositories listed
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X-Cross: Dynamic Integration of Language Models for Cross-Domain Sequential Recommendation29 Apr 2025 0 repositories listed
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Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation25 Apr 2025 0 repositories listed
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Hierarchical Attention Fusion of Visual and Textual Representations for Cross-Domain Sequential Recommendation21 Apr 2025 0 repositories listed
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Improving LLM Interpretability and Performance via Guided Embedding Refinement for Sequential Recommendation15 Apr 2025 0 repositories listed
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Slow Thinking for Sequential Recommendation13 Apr 2025 0 repositories listed
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A Novel Mamba-based Sequential Recommendation Method10 Apr 2025 0 repositories listed
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JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture10 Apr 2025 0 repositories listed
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BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation9 Apr 2025 0 repositories listed
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Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation9 Apr 2025 0 repositories listed
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AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models6 Apr 2025 0 repositories listed
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Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation2 Apr 2025 0 repositories listed
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Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform30 Mar 2025 0 repositories listed
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Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation28 Mar 2025 0 repositories listed
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Learnable Sequence Augmenter for Triplet Contrastive Learning in Sequential Recommendation26 Mar 2025 0 repositories listed
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Recommendation System in Advertising and Streaming Media: Unsupervised Data Enhancement Sequence Suggestions23 Mar 2025 0 repositories listed
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Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation17 Mar 2025 0 repositories listed
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LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation16 Mar 2025 0 repositories listed
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Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation15 Mar 2025 0 repositories listed
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Benchmarking LLMs in Recommendation Tasks: A Comparative Evaluation with Conventional Recommenders7 Mar 2025 0 repositories listed
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Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation6 Mar 2025 0 repositories listed
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HeterRec: Heterogeneous Information Transformer for Scalable Sequential Recommendation3 Mar 2025 0 repositories listed
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LLM-based User Profile Management for Recommender System20 Feb 2025 0 repositories listed
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Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation19 Feb 2025 0 repositories listed
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A Zero-Shot Generalization Framework for LLM-Driven Cross-Domain Sequential Recommendation31 Jan 2025 0 repositories listed
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Distinguished Quantized Guidance for Diffusion-based Sequence Recommendation29 Jan 2025 0 repositories listed
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Style4Rec: Enhancing Transformer-based E-commerce Recommendation Systems with Style and Shopping Cart Information16 Jan 2025 0 repositories listed
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Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation13 Jan 2025 0 repositories listed
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An Efficient Attention Mechanism for Sequential Recommendation Tasks: HydraRec2 Jan 2025 0 repositories listed
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Image Fusion for Cross-Domain Sequential Recommendation31 Dec 2024 0 repositories listed
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Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation24 Dec 2024 0 repositories listed
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Towards a Unified Paradigm: Integrating Recommendation Systems as a New Language in Large Models22 Dec 2024 0 repositories listed
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A Survey on Sequential Recommendation17 Dec 2024 0 repositories listed
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LLM is Knowledge Graph Reasoner: LLM's Intuition-aware Knowledge Graph Reasoning for Cold-start Sequential Recommendation17 Dec 2024 0 repositories listed
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Multimodal Difference Learning for Sequential Recommendation11 Dec 2024 0 repositories listed
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Preference Discerning with LLM-Enhanced Generative Retrieval11 Dec 2024 0 repositories listed
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PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information9 Dec 2024 0 repositories listed
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ULMRec: User-centric Large Language Model for Sequential Recommendation7 Dec 2024 0 repositories listed
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Precision Profile Pollution Attack on Sequential Recommenders via Influence Function2 Dec 2024 0 repositories listed
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Optimizing Sequential Recommendation Models with Scaling Laws and Approximate Entropy30 Nov 2024 0 repositories listed
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Break the ID-Language Barrier: An Adaption Framework for Sequential Recommendation27 Nov 2024 0 repositories listed
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Unifying Generative and Dense Retrieval for Sequential Recommendation27 Nov 2024 0 repositories listed
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GOT4Rec: Graph of Thoughts for Sequential Recommendation22 Nov 2024 0 repositories listed
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Few-shot Model Extraction Attacks against Sequential Recommender Systems18 Nov 2024 0 repositories listed
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Item Association Factorization Mixed Markov Chains for Sequential Recommendation18 Nov 2024 0 repositories listed
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Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation14 Nov 2024 0 repositories listed
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LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation14 Nov 2024 0 repositories listed
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Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation5 Nov 2024 0 repositories listed
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Transferable Sequential Recommendation via Vector Quantized Meta Learning4 Nov 2024 0 repositories listed
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Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation3 Nov 2024 0 repositories listed
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DivNet: Diversity-Aware Self-Correcting Sequential Recommendation Networks1 Nov 2024 0 repositories listed
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Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model31 Oct 2024 0 repositories listed
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Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation30 Oct 2024 0 repositories listed
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Dual Conditional Diffusion Models for Sequential Recommendation29 Oct 2024 0 repositories listed
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Modeling Temporal Positive and Negative Excitation for Sequential Recommendation29 Oct 2024 0 repositories listed
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Pay Attention to Attention for Sequential Recommendation28 Oct 2024 0 repositories listed
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Generative Diffusion Models for Sequential Recommendations25 Oct 2024 0 repositories listed
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Cross-Domain Sequential Recommendation via Neural Process17 Oct 2024 0 repositories listed
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Generate and Instantiate What You Prefer: Text-Guided Diffusion for Sequential Recommendation17 Oct 2024 0 repositories listed
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Intent-Enhanced Data Augmentation for Sequential Recommendation11 Oct 2024 0 repositories listed
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Direct Preference Optimization for LLM-Enhanced Recommendation Systems8 Oct 2024 0 repositories listed
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FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services7 Oct 2024 0 repositories listed
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Multimodal Point-of-Interest Recommendation4 Oct 2024 0 repositories listed
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Autoregressive Generation Strategies for Top-K Sequential Recommendations26 Sep 2024 0 repositories listed
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Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation23 Sep 2024 0 repositories listed
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Measuring Recency Bias In Sequential Recommendation Systems15 Sep 2024 0 repositories listed
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Multi-intent Aware Contrastive Learning for Sequential Recommendation13 Sep 2024 0 repositories listed
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Sequential Recommendation via Adaptive Robust Attention with Multi-dimensional Embeddings8 Sep 2024 0 repositories listed
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Laser: Parameter-Efficient LLM Bi-Tuning for Sequential Recommendation with Collaborative Information3 Sep 2024 0 repositories listed
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Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models30 Aug 2024 0 repositories listed
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DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models22 Aug 2024 0 repositories listed
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Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation21 Aug 2024 0 repositories listed
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Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items19 Aug 2024 0 repositories listed
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ELASTIC: Efficient Linear Attention for Sequential Interest Compression18 Aug 2024 0 repositories listed
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SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation16 Aug 2024 0 repositories listed
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An Efficient Continuous Control Perspective for Reinforcement-Learning-based Sequential Recommendation15 Aug 2024 0 repositories listed
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LLM4DSR: Leveraing Large Language Model for Denoising Sequential Recommendation15 Aug 2024 0 repositories listed
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Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation15 Aug 2024 0 repositories listed
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Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation14 Aug 2024 0 repositories listed
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Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity1 Aug 2024 0 repositories listed
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Semantic Codebook Learning for Dynamic Recommendation Models31 Jul 2024 0 repositories listed
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Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR Framework29 Jul 2024 0 repositories listed
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Sample Enrichment via Temporary Operations on Subsequences for Sequential Recommendation25 Jul 2024 0 repositories listed
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Denoising Long- and Short-term Interests for Sequential Recommendation20 Jul 2024 0 repositories listed
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MLSA4Rec: Mamba Combined with Low-Rank Decomposed Self-Attention for Sequential Recommendation18 Jul 2024 0 repositories listed
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DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation13 Jun 2024 0 repositories listed
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GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems6 Jun 2024 0 repositories listed
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Towards commands recommender system in BIM authoring tool using transformers2 Jun 2024 0 repositories listed
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A Practice-Friendly LLM-Enhanced Paradigm with Preference Parsing for Sequential Recommendation1 Jun 2024 0 repositories listed
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Information Maximization via Variational Autoencoders for Cross-Domain Recommendation31 May 2024 0 repositories listed
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Attention-based sequential recommendation system using multimodal data28 May 2024 0 repositories listed
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Look into the Future: Deep Contextualized Sequential Recommendation23 May 2024 0 repositories listed