Browse State-of-the-Art › Recommendation Systems › Papers, page 30
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 30 of 61: papers 2,901 to 3,000 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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DynLLM: When Large Language Models Meet Dynamic Graph Recommendation13 May 2024 0 repositories listed
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Navigating the Future of Federated Recommendation Systems with Foundation Models12 May 2024 0 repositories listed
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Multimodal Pretraining and Generation for Recommendation: A Tutorial11 May 2024 0 repositories listed
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Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives9 May 2024 0 repositories listed
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Dual-domain Collaborative Denoising for Social Recommendation8 May 2024 0 repositories listed
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Impact of Tone-Aware Explanations in Recommender Systems8 May 2024 0 repositories listed
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The Fault in Our Recommendations: On the Perils of Optimizing the Measurable7 May 2024 0 repositories listed
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6 May 2024 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients5 May 2024 0 repositories listed
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A Model-based Multi-Agent Personalized Short-Video Recommender System3 May 2024 0 repositories listed
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Ah, that's the great puzzle: On the Quest of a Holistic Understanding of the Harms of Recommender Systems on Children3 May 2024 0 repositories listed
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CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation3 May 2024 0 repositories listed
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Discrete Aware Matrix Completion via Convexized ℓ₀-Norm Approximation3 May 2024 0 repositories listed
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Diversity of What? On the Different Conceptualizations of Diversity in Recommender Systems3 May 2024 0 repositories listed
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Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph3 May 2024 0 repositories listed
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A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System3 May 2024 0 repositories listed
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How to Diversify any Personalized Recommender? A User-centric Pre-processing approach3 May 2024 0 repositories listed
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Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems3 May 2024 0 repositories listed
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Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes3 May 2024 0 repositories listed
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Robust Explainable Recommendation3 May 2024 0 repositories listed
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Stability of Explainable Recommendation3 May 2024 0 repositories listed
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Towards Fairness in Provably Communication-Efficient Federated Recommender Systems3 May 2024 0 repositories listed
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SoMeR: Multi-View User Representation Learning for Social Media2 May 2024 0 repositories listed
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Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations1 May 2024 0 repositories listed
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Interest Clock: Time Perception in Real-Time Streaming Recommendation System30 Apr 2024 0 repositories listed
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Catalyzing Social Interactions in Mixed Reality using ML Recommendation Systems29 Apr 2024 0 repositories listed
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Exploring Weighted Property Approaches for RDF Graph Similarity Measure29 Apr 2024 0 repositories listed
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Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation28 Apr 2024 0 repositories listed
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Contrastive Learning Method for Sequential Recommendation based on Multi-Intention Disentanglement28 Apr 2024 0 repositories listed
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User Welfare Optimization in Recommender Systems with Competing Content Creators28 Apr 2024 0 repositories listed
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27 Apr 2024 0 repositories listed
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Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks26 Apr 2024 0 repositories listed
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Rank-Preference Consistency as the Appropriate Metric for Recommender Systems26 Apr 2024 0 repositories listed
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Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems26 Apr 2024 0 repositories listed
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Advancing Recommender Systems by mitigating Shilling attacks24 Apr 2024 0 repositories listed
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Mixed Supervised Graph Contrastive Learning for Recommendation24 Apr 2024 0 repositories listed
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Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System24 Apr 2024 0 repositories listed
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Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems23 Apr 2024 0 repositories listed
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CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation23 Apr 2024 0 repositories listed
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Graph Machine Learning in the Era of Large Language Models (LLMs)23 Apr 2024 0 repositories listed
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General Item Representation Learning for Cold-start Content Recommendations22 Apr 2024 0 repositories listed
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Multi-channel Emotion Analysis for Consensus Reaching in Group Movie Recommendation Systems21 Apr 2024 0 repositories listed
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Beyond Collaborative Filtering: A Relook at Task Formulation in Recommender Systems20 Apr 2024 0 repositories listed
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MARec: Metadata Alignment for cold-start Recommendation20 Apr 2024 0 repositories listed
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An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems19 Apr 2024 0 repositories listed
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Accounting for AI and Users Shaping One Another: The Role of Mathematical Models18 Apr 2024 0 repositories listed
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Automated Similarity Metric Generation for Recommendation18 Apr 2024 0 repositories listed
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How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective18 Apr 2024 0 repositories listed
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Characterizing and modeling harms from interactions with design patterns in AI interfaces17 Apr 2024 0 repositories listed
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Deep Pattern Network for Click-Through Rate Prediction17 Apr 2024 0 repositories listed
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Recommender Systems in Financial Trading: Using machine-based conviction analysis in an explainable AI investment framework17 Apr 2024 0 repositories listed
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Generalization Error Bounds for Learning under Censored Feedback14 Apr 2024 0 repositories listed
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Bullion: A Column Store for Machine Learning13 Apr 2024 0 repositories listed
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LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models12 Apr 2024 0 repositories listed
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Measuring the Predictability of Recommender Systems using Structural Complexity Metrics12 Apr 2024 0 repositories listed
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Can Large Language Models Assess Serendipity in Recommender Systems?11 Apr 2024 0 repositories listed
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Enhancing Adaptive Video Streaming through Fuzzy Logic-Based Content Recommendation Systems: A Comprehensive Review and Future Directions10 Apr 2024 0 repositories listed
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A Survey of Reasoning for Substitution Relationships: Definitions, Methods, and Directions9 Apr 2024 0 repositories listed
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Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform9 Apr 2024 0 repositories listed
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DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level9 Apr 2024 0 repositories listed
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Exploring Diverse Sounds: Identifying Outliers in a Music Corpus9 Apr 2024 0 repositories listed
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Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty9 Apr 2024 0 repositories listed
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Balancing Information Perception with Yin-Yang: Agent-Based Information Neutrality Model for Recommendation Systems7 Apr 2024 0 repositories listed
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Trustless Audits without Revealing Data or Models6 Apr 2024 0 repositories listed
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Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?5 Apr 2024 0 repositories listed
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A Directional Diffusion Graph Transformer for Recommendation4 Apr 2024 0 repositories listed
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Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement4 Apr 2024 0 repositories listed
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Navigating the Evaluation Funnel to Optimize Iteration Speed for Recommender Systems3 Apr 2024 0 repositories listed
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A Computational Analysis of Lyric Similarity Perception2 Apr 2024 0 repositories listed
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Cross-channel Recommendation for Multi-channel Retail1 Apr 2024 0 repositories listed
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EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation1 Apr 2024 0 repositories listed
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Maximizing User Experience with LLMOps-Driven Personalized Recommendation Systems1 Apr 2024 0 repositories listed
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Poisoning Decentralized Collaborative Recommender System and Its Countermeasures1 Apr 2024 0 repositories listed
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Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey31 Mar 2024 0 repositories listed
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Aligning Large Language Models with Recommendation Knowledge30 Mar 2024 0 repositories listed
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A blockchain-based intelligent recommender system framework for enhancing supply chain resilience30 Mar 2024 0 repositories listed
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Robust Federated Contrastive Recommender System against Model Poisoning Attack29 Mar 2024 0 repositories listed
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Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach28 Mar 2024 0 repositories listed
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Enhanced Bayesian Personalized Ranking for Robust Hard Negative Sampling in Recommender Systems28 Mar 2024 0 repositories listed
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Intelligent Classification and Personalized Recommendation of E-commerce Products Based on Machine Learning28 Mar 2024 0 repositories listed
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Make Large Language Model a Better Ranker28 Mar 2024 0 repositories listed
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A Novel Behavior-Based Recommendation System for E-commerce27 Mar 2024 0 repositories listed
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A Recommender System for NFT Collectibles with Item Feature27 Mar 2024 0 repositories listed
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Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users27 Mar 2024 0 repositories listed
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Improving Out-of-Vocabulary Handling in Recommendation Systems27 Mar 2024 0 repositories listed
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Modeling Sustainable City Trips: Integrating CO2e Emissions, Popularity, and Seasonality into Tourism Recommender Systems27 Mar 2024 0 repositories listed
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END4Rec: Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation26 Mar 2024 0 repositories listed
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Large Language Models Enhanced Collaborative Filtering26 Mar 2024 0 repositories listed
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Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems26 Mar 2024 0 repositories listed
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How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation25 Mar 2024 0 repositories listed
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Play to Your Strengths: Collaborative Intelligence of Conventional Recommender Models and Large Language Models25 Mar 2024 0 repositories listed
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Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling25 Mar 2024 0 repositories listed
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IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History24 Mar 2024 0 repositories listed
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Image Captioning in news report scenario24 Mar 2024 0 repositories listed
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Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai19 Mar 2024 0 repositories listed
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InBox: Recommendation with Knowledge Graph using Interest Box Embedding19 Mar 2024 0 repositories listed
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Dual-Channel Multiplex Graph Neural Networks for Recommendation18 Mar 2024 0 repositories listed
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Causality from Bottom to Top: A Survey17 Mar 2024 0 repositories listed
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Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System15 Mar 2024 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.