Browse State-of-the-Art › Recommendation Systems › Papers, page 24
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 24 of 61: papers 2,301 to 2,400 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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AutoLike: Auditing Social Media Recommendations through User Interactions13 Feb 2025 0 repositories listed
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Prioritized Ranking Experimental Design Using Recommender Systems in Two-Sided Platforms13 Feb 2025 0 repositories listed
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The AI-Therapist Duo: Exploring the Potential of Human-AI Collaboration in Personalized Art Therapy for PICS Intervention13 Feb 2025 0 repositories listed
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Unleashing the Power of Large Language Model for Denoising Recommendation13 Feb 2025 0 repositories listed
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ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling12 Feb 2025 0 repositories listed
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Graph Foundation Models for Recommendation: A Comprehensive Survey12 Feb 2025 0 repositories listed
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MoLoRec: A Generalizable and Efficient Framework for LLM-Based Recommendation12 Feb 2025 0 repositories listed
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Optimal Dataset Size for Recommender Systems: Evaluating Algorithms' Performance via Downsampling12 Feb 2025 0 repositories listed
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Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations12 Feb 2025 0 repositories listed
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IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform11 Feb 2025 0 repositories listed
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NLGR: Utilizing Neighbor Lists for Generative Rerank in Personalized Recommendation Systems10 Feb 2025 0 repositories listed
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Diffusion Model for Interest Refinement in Multi-Interest Recommendation8 Feb 2025 0 repositories listed
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Large Memory Network for Recommendation8 Feb 2025 0 repositories listed
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MDE: Modality Discrimination Enhancement for Multi-modal Recommendation8 Feb 2025 0 repositories listed
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A Tutorial On Intersectionality in Fair Rankings7 Feb 2025 0 repositories listed
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Aligning Black-box Language Models with Human Judgments7 Feb 2025 0 repositories listed
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Contrastive Learning for Cold Start Recommendation with Adaptive Feature Fusion5 Feb 2025 0 repositories listed
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FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems5 Feb 2025 0 repositories listed
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Large Language Model as Universal Retriever in Industrial-Scale Recommender System5 Feb 2025 0 repositories listed
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Recommendations Beyond Catalogs: Diffusion Models for Personalized Generation5 Feb 2025 0 repositories listed
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Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents4 Feb 2025 0 repositories listed
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Online Clustering of Dueling Bandits4 Feb 2025 0 repositories listed
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Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation4 Feb 2025 0 repositories listed
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Sparse Data Generation Using Diffusion Models4 Feb 2025 0 repositories listed
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MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling1 Feb 2025 0 repositories listed
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Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking1 Feb 2025 0 repositories listed
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Collaborative Diffusion Model for Recommender System31 Jan 2025 0 repositories listed
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HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback30 Jan 2025 0 repositories listed
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Towards Recommender Systems LLMs Playground (RecSysLLMsP): Exploring Polarization and Engagement in Simulated Social Networks29 Jan 2025 0 repositories listed
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Value Function Decomposition in Markov Recommendation Process29 Jan 2025 0 repositories listed
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Hypergraph Diffusion for High-Order Recommender Systems28 Jan 2025 0 repositories listed
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Irony Detection, Reasoning and Understanding in Zero-shot Learning28 Jan 2025 0 repositories listed
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Secure Federated Graph-Filtering for Recommender Systems28 Jan 2025 0 repositories listed
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360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation27 Jan 2025 0 repositories listed
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AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System27 Jan 2025 0 repositories listed
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Long-Term Interest Clock: Fine-Grained Time Perception in Streaming Recommendation System27 Jan 2025 0 repositories listed
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SampleLLM: Optimizing Tabular Data Synthesis in Recommendations27 Jan 2025 0 repositories listed
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Generating Negative Samples for Multi-Modal Recommendation25 Jan 2025 0 repositories listed
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Handling Heterophily in Recommender Systems with Wavelet Hypergraph Diffusion24 Jan 2025 0 repositories listed
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Pre-train and Fine-tune: Recommenders as Large Models24 Jan 2025 0 repositories listed
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Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics24 Jan 2025 0 repositories listed
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Consistent spectral clustering in sparse tensor block models23 Jan 2025 0 repositories listed
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Large Language Model driven Policy Exploration for Recommender Systems23 Jan 2025 0 repositories listed
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Designing and Evaluating an Educational Recommender System with Different Levels of User Control22 Jan 2025 0 repositories listed
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A Contrastive Framework with User, Item and Review Alignment for Recommendation21 Jan 2025 0 repositories listed
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Multi-Tenant SmartNICs for In-Network Preprocessing of Recommender Systems21 Jan 2025 0 repositories listed
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Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation20 Jan 2025 0 repositories listed
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Enhancing User Intent for Recommendation Systems via Large Language Models18 Jan 2025 0 repositories listed
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A Worrying Reproducibility Study of Intent-Aware Recommendation Models17 Jan 2025 0 repositories listed
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Evaluating Conversational Recommender Systems with Large Language Models: A User-Centric Evaluation Framework16 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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Neural Risk-sensitive Satisficing in Contextual Bandits15 Jan 2025 0 repositories listed
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Off-policy Evaluation for Payments at Adyen15 Jan 2025 0 repositories listed
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Impatient Bandits: Optimizing for the Long-Term Without Delay14 Jan 2025 0 repositories listed
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Dataset-Agnostic Recommender Systems13 Jan 2025 0 repositories listed
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Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer13 Jan 2025 0 repositories listed
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Graph Contrastive Learning on Multi-label Classification for Recommendations13 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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AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks10 Jan 2025 0 repositories listed
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Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration10 Jan 2025 0 repositories listed
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Recommender Systems for Social Good: The Role of Accountability and Sustainability10 Jan 2025 0 repositories listed
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De-centering the (Traditional) User: Multistakeholder Evaluation of Recommender Systems9 Jan 2025 0 repositories listed
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Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization9 Jan 2025 0 repositories listed
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Efficient and Responsible Adaptation of Large Language Models for Robust and Equitable Top-k Recommendations8 Jan 2025 0 repositories listed
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KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion7 Jan 2025 0 repositories listed
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Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT7 Jan 2025 0 repositories listed
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Disentangling Popularity and Quality: An Edge Classification Approach for Fair Recommendation6 Jan 2025 0 repositories listed
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Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation6 Jan 2025 0 repositories listed
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Learning when to rank: Estimation of partial rankings from sparse, noisy comparisons5 Jan 2025 0 repositories listed
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Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks5 Jan 2025 0 repositories listed
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Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation4 Jan 2025 0 repositories listed
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The Application of Large Language Models in Recommendation Systems4 Jan 2025 0 repositories listed
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The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit4 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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Global dense vector representations for words or items using shared parameter alternating Tweedie model31 Dec 2024 0 repositories listed
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Proof Recommendation System for the HOL4 Theorem Prover31 Dec 2024 0 repositories listed
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S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain31 Dec 2024 0 repositories listed
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Hgformer: Hyperbolic Graph Transformer for Recommendation30 Dec 2024 0 repositories listed
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Protégé: Learn and Generate Basic Makeup Styles with Generative Adversarial Networks (GANs)29 Dec 2024 0 repositories listed
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Generative Regression Based Watch Time Prediction for Short-Video Recommendation28 Dec 2024 0 repositories listed
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Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems28 Dec 2024 0 repositories listed
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Towards Popularity-Aware Recommendation: A Multi-Behavior Enhanced Framework with Orthogonality Constraint26 Dec 2024 0 repositories listed
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Automatic Self-supervised Learning for Social Recommendations25 Dec 2024 0 repositories listed
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Don't Lose Yourself: Boosting Multimodal Recommendation via Reducing Node-neighbor Discrepancy in Graph Convolutional Network25 Dec 2024 0 repositories listed
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Enhanced Recommendation Combining Collaborative Filtering and Large Language Models25 Dec 2024 0 repositories listed
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Optimization and Scalability of Collaborative Filtering Algorithms in Large Language Models25 Dec 2024 0 repositories listed
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Recommending Pre-Trained Models for IoT Devices25 Dec 2024 0 repositories listed
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Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning24 Dec 2024 0 repositories listed
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The Value of AI-Generated Metadata for UGC Platforms: Evidence from a Large-scale Field Experiment24 Dec 2024 0 repositories listed
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Popularity Estimation and New Bundle Generation using Content and Context based Embeddings23 Dec 2024 0 repositories listed
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Enhancing Item Tokenization for Generative Recommendation through Self-Improvement22 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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From General to Specific: Tailoring Large Language Models for Personalized Healthcare20 Dec 2024 0 repositories listed
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Are Longer Prompts Always Better? Prompt Selection in Large Language Models for Recommendation Systems19 Dec 2024 0 repositories listed
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DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation19 Dec 2024 0 repositories listed
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CRM: Retrieval Model with Controllable Condition18 Dec 2024 0 repositories listed
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Embedding Cultural Diversity in Prototype-based Recommender Systems18 Dec 2024 0 repositories listed
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Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization18 Dec 2024 0 repositories listed
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A Survey on Recommendation Unlearning: Fundamentals, Taxonomy, Evaluation, and Open Questions17 Dec 2024 0 repositories listed
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Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction17 Dec 2024 0 repositories listed