Browse State-of-the-Art › Recommendation Systems › Papers, page 26
Recommendation Systems
Papers archive 2025-07-28
archive papers tagged: 6,047 · with a code link: 1,997 · where Syntology ran a sample: 330 (280 with a run with no instrument failure, 50 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (330 of 6,047 tagged: 280 with a run with no instrument failure, 50 where every run was a failure of Syntology's instrument)
Page 26 of 61: papers 2,501 to 2,600 of 6,047, 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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Graph Cross-Correlated Network for Recommendation2 Nov 2024 0 repositories listed
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Multi-Channel Hypergraph Contrastive Learning for Matrix Completion2 Nov 2024 0 repositories listed
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Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems2 Nov 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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Personalization of Large Language Models: A Survey29 Oct 2024 0 repositories listed
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Beyond Positive History: Re-ranking with List-level Hybrid Feedback28 Oct 2024 0 repositories listed
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Challenges in Implementing a Recommender System for Historical Research in the Humanities28 Oct 2024 0 repositories listed
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Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs28 Oct 2024 0 repositories listed
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Resilience in Knowledge Graph Embeddings28 Oct 2024 0 repositories listed
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Arabic Music Classification and Generation using Deep Learning25 Oct 2024 0 repositories listed
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Knowledge Graph Enhanced Language Agents for Recommendation25 Oct 2024 0 repositories listed
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Learning ID-free Item Representation with Token Crossing for Multimodal Recommendation25 Oct 2024 0 repositories listed
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TEARS: Textual Representations for Scrutable Recommendations25 Oct 2024 0 repositories listed
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Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems23 Oct 2024 0 repositories listed
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Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets23 Oct 2024 0 repositories listed
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Beyond Retrieval: Generating Narratives in Conversational Recommender Systems22 Oct 2024 0 repositories listed
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Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities22 Oct 2024 0 repositories listed
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Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems22 Oct 2024 0 repositories listed
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ComPO: Community Preferences for Language Model Personalization21 Oct 2024 0 repositories listed
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LightFusionRec: Lightweight Transformers-Based Cross-Domain Recommendation Model21 Oct 2024 0 repositories listed
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STAR: A Simple Training-free Approach for Recommendations using Large Language Models21 Oct 2024 0 repositories listed
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Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations21 Oct 2024 0 repositories listed
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Performance-Driven QUBO for Recommender Systems on Quantum Annealers20 Oct 2024 0 repositories listed
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TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models20 Oct 2024 0 repositories listed
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A Recommendation Model Utilizing Separation Embedding and Self-Attention for Feature Mining19 Oct 2024 0 repositories listed
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Audio Processing using Pattern Recognition for Music Genre Classification19 Oct 2024 0 repositories listed
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Incorporating Group Prior into Variational Inference for Tail-User Behavior Modeling in CTR Prediction19 Oct 2024 0 repositories listed
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Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining18 Oct 2024 0 repositories listed
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Graph Neural Patching for Cold-Start Recommendations18 Oct 2024 0 repositories listed
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Measuring Diversity: Axioms and Challenges18 Oct 2024 0 repositories listed
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Neural Combinatorial Clustered Bandits for Recommendation Systems18 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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Large Language Models as Narrative-Driven Recommenders17 Oct 2024 0 repositories listed
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Pessimistic Evaluation17 Oct 2024 0 repositories listed
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Comprehending Knowledge Graphs with Large Language Models for Recommender Systems16 Oct 2024 0 repositories listed
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Mitigating Dual Latent Confounding Biases in Recommender Systems16 Oct 2024 0 repositories listed
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Multi-Cause Deconfounding for Recommender Systems with Latent Confounders16 Oct 2024 0 repositories listed
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P4GCN: Vertical Federated Social Recommendation with Privacy-Preserving Two-Party Graph Convolution Network16 Oct 2024 0 repositories listed
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What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs16 Oct 2024 0 repositories listed
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RosePO: Aligning LLM-based Recommenders with Human Values16 Oct 2024 0 repositories listed
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Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations16 Oct 2024 0 repositories listed
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CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs15 Oct 2024 0 repositories listed
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Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition15 Oct 2024 0 repositories listed
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Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling15 Oct 2024 0 repositories listed
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Mitigating Suboptimality of Deterministic Policy Gradients in Complex Q-functions15 Oct 2024 0 repositories listed
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Optimizing Encoder-Only Transformers for Session-Based Recommendation Systems15 Oct 2024 0 repositories listed
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Sequential LLM Framework for Fashion Recommendation15 Oct 2024 0 repositories listed
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The Moral Case for Using Language Model Agents for Recommendation15 Oct 2024 0 repositories listed
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Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank15 Oct 2024 0 repositories listed
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A Hybrid Filtering for Micro-video Hashtag Recommendation using Graph-based Deep Neural Network14 Oct 2024 0 repositories listed
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Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation14 Oct 2024 0 repositories listed
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PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs14 Oct 2024 0 repositories listed
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Agentic Information Retrieval13 Oct 2024 0 repositories listed
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ContextWIN: Whittle Index Based Mixture-of-Experts Neural Model For Restless Bandits Via Deep RL13 Oct 2024 0 repositories listed
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The Role of Fake Users in Sequential Recommender Systems13 Oct 2024 0 repositories listed
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Towards Scalable Semantic Representation for Recommendation12 Oct 2024 0 repositories listed
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Unraveling Movie Genres through Cross-Attention Fusion of Bi-Modal Synergy of Poster12 Oct 2024 0 repositories listed
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Dynamic Fusion Strategies for Federated Multimodal Recommendations11 Oct 2024 0 repositories listed
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ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System9 Oct 2024 0 repositories listed
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Post-Userist Recommender Systems : A Manifesto9 Oct 2024 0 repositories listed
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A Case Study of Next Portfolio Prediction for Mutual Funds8 Oct 2024 0 repositories listed
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A Parameter Update Balancing Algorithm for Multi-task Ranking Models in Recommendation Systems8 Oct 2024 0 repositories listed
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CUPID: A Real-Time Session-Based Reciprocal Recommendation System for a One-on-One Social Discovery Platform8 Oct 2024 0 repositories listed
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Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework8 Oct 2024 0 repositories listed
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Improved Estimation of Ranks for Learning Item Recommenders with Negative Sampling8 Oct 2024 0 repositories listed
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Information Discovery in e-Commerce8 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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Correcting for Popularity Bias in Recommender Systems via Item Loss Equalization7 Oct 2024 0 repositories listed
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SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness7 Oct 2024 0 repositories listed
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Social Choice for Heterogeneous Fairness in Recommendation6 Oct 2024 0 repositories listed
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Toward Debugging Deep Reinforcement Learning Programs with RLExplorer6 Oct 2024 0 repositories listed
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EB-NeRD: A Large-Scale Dataset for News Recommendation4 Oct 2024 0 repositories listed
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A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security3 Oct 2024 0 repositories listed
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Cognitive Biases in Large Language Models for News Recommendation3 Oct 2024 0 repositories listed
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Multi-modal clothing recommendation model based on large model and VAE enhancement3 Oct 2024 0 repositories listed
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Quantifying User Coherence: A Unified Framework for Cross-Domain Recommendation Analysis3 Oct 2024 0 repositories listed
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HRTF Estimation using a Score-based Prior2 Oct 2024 0 repositories listed
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Price-guided user attention in large-scale E-commerce group recommendation2 Oct 2024 0 repositories listed
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ECORS: An Ensembled Clustering Approach to Eradicate The Local And Global Outlier In Collaborative Filtering Recommender System1 Oct 2024 0 repositories listed
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Explainable Multi-Stakeholder Job Recommender Systems1 Oct 2024 0 repositories listed
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Mitigating Propensity Bias of Large Language Models for Recommender Systems30 Sep 2024 0 repositories listed
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Mixed-Precision Embeddings for Large-Scale Recommendation Models30 Sep 2024 0 repositories listed
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RecSys Challenge 2024: Balancing Accuracy and Editorial Values in News Recommendations30 Sep 2024 0 repositories listed
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Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation29 Sep 2024 0 repositories listed
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DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation29 Sep 2024 0 repositories listed
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The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective29 Sep 2024 0 repositories listed
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An Efficient Multi-threaded Collaborative Filtering Approach in Recommendation System28 Sep 2024 0 repositories listed
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CausalVE: Face Video Privacy Encryption via Causal Video Prediction28 Sep 2024 0 repositories listed
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Disaggregating Embedding Recommendation Systems with FlexEMR28 Sep 2024 0 repositories listed
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Utilizing Collaborative Filtering in a Personalized Research-Paper Recommendation System28 Sep 2024 0 repositories listed
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Enhancing Robustness of Graph Neural Networks through p-Laplacian27 Sep 2024 0 repositories listed
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Less is More: Towards Sustainability-Aware Persuasive Explanations in Recommender Systems27 Sep 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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Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation26 Sep 2024 0 repositories listed
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Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies26 Sep 2024 0 repositories listed
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Value Identification in Multistakeholder Recommender Systems for Humanities and Historical Research: The Case of the Digital Archive Monasterium.net26 Sep 2024 0 repositories listed
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A Prompting-Based Representation Learning Method for Recommendation with Large Language Models25 Sep 2024 0 repositories listed
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CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models25 Sep 2024 0 repositories listed
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Enhancing Recommendation with Denoising Auxiliary Task25 Sep 2024 0 repositories listed
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Algorithmic Drift: A Simulation Framework to Study the Effects of Recommender Systems on User Preferences24 Sep 2024 0 repositories listed