Browse State-of-the-Art › Recommendation Systems › Papers, page 29
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 29 of 61: papers 2,801 to 2,900 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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Large Language Models for Link Stealing Attacks Against Graph Neural Networks22 Jun 2024 0 repositories listed
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LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning22 Jun 2024 0 repositories listed
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A review of feature selection strategies utilizing graph data structures and knowledge graphs21 Jun 2024 0 repositories listed
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A Survey of Retrieval Algorithms in Ad and Content Recommendation Systems21 Jun 2024 0 repositories listed
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Food Pairing Unveiled: Exploring Recipe Creation Dynamics through Recommender Systems21 Jun 2024 0 repositories listed
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Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce20 Jun 2024 0 repositories listed
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Estimating Treatment Effects under Recommender Interference: A Structured Neural Networks Approach20 Jun 2024 0 repositories listed
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UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture20 Jun 2024 0 repositories listed
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Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning19 Jun 2024 0 repositories listed
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Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach19 Jun 2024 0 repositories listed
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CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework18 Jun 2024 0 repositories listed
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LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations18 Jun 2024 0 repositories listed
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LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation18 Jun 2024 0 repositories listed
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SLEGO: A Collaborative Data Analytics System with LLM Recommender for Diverse Users17 Jun 2024 0 repositories listed
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A First Principles Approach to Trust-Based Recommendation Systems in Social Networks17 Jun 2024 0 repositories listed
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Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms17 Jun 2024 0 repositories listed
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Multi-Layer Ranking with Large Language Models for News Source Recommendation17 Jun 2024 0 repositories listed
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Perceptron Collaborative Filtering17 Jun 2024 0 repositories listed
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Transparency, Privacy, and Fairness in Recommender Systems17 Jun 2024 0 repositories listed
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Graph Neural Backdoor: Fundamentals, Methodologies, Applications, and Future Directions15 Jun 2024 0 repositories listed
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TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation15 Jun 2024 0 repositories listed
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IFA: Interaction Fidelity Attention for Entire Lifelong Behaviour Sequence Modeling14 Jun 2024 0 repositories listed
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PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos14 Jun 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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Asymptotically Optimal Regret for Black-Box Predict-then-Optimize12 Jun 2024 0 repositories listed
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GPT4Rec: Graph Prompt Tuning for Streaming Recommendation12 Jun 2024 0 repositories listed
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Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens12 Jun 2024 0 repositories listed
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Learning Outcomes, Assessment, and Evaluation in Educational Recommender Systems: A Systematic Review12 Jun 2024 0 repositories listed
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ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models11 Jun 2024 0 repositories listed
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Fast solution to the fair ranking problem using the Sinkhorn algorithm11 Jun 2024 0 repositories listed
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Graph Reasoning for Explainable Cold Start Recommendation11 Jun 2024 0 repositories listed
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PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models11 Jun 2024 0 repositories listed
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Greedy SLIM: A SLIM-Based Approach For Preference Elicitation10 Jun 2024 0 repositories listed
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Link Prediction in Bipartite Networks10 Jun 2024 0 repositories listed
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Survey for Landing Generative AI in Social and E-commerce Recsys -- the Industry Perspectives10 Jun 2024 0 repositories listed
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Async Learned User Embeddings for Ads Delivery Optimization9 Jun 2024 0 repositories listed
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Robust portfolio optimization for recommender systems considering uncertainty of estimated statistics9 Jun 2024 0 repositories listed
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Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers7 Jun 2024 0 repositories listed
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Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems7 Jun 2024 0 repositories listed
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Measuring Fairness in Large-Scale Recommendation Systems with Missing Labels7 Jun 2024 0 repositories listed
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On conceptualisation and an overview of learning path recommender systems in e-learning7 Jun 2024 0 repositories listed
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Semantic-Enhanced Relational Metric Learning for Recommender Systems7 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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Negative Feedback for Music Personalization6 Jun 2024 0 repositories listed
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Polyhedral Conic Classifier for CTR Prediction6 Jun 2024 0 repositories listed
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Item-Language Model for Conversational Recommendation5 Jun 2024 0 repositories listed
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Dynamic Online Recommendation for Two-Sided Market with Bayesian Incentive Compatibility4 Jun 2024 0 repositories listed
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Large Language Models Make Sample-Efficient Recommender Systems4 Jun 2024 0 repositories listed
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Pairwise Ranking Loss for Multi-Task Learning in Recommender Systems4 Jun 2024 0 repositories listed
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Uncertainty of Joint Neural Contextual Bandit4 Jun 2024 0 repositories listed
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Cold-start Recommendation by Personalized Embedding Region Elicitation3 Jun 2024 0 repositories listed
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Large Language Models as Recommender Systems: A Study of Popularity Bias3 Jun 2024 0 repositories listed
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Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation2 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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Data Quality in Edge Machine Learning: A State-of-the-Art Survey1 Jun 2024 0 repositories listed
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On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots1 Jun 2024 0 repositories listed
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Strategic Linear Contextual Bandits1 Jun 2024 0 repositories listed
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Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems31 May 2024 0 repositories listed
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CF Recommender System Based on Ontology and Nonnegative Matrix Factorization (NMF)31 May 2024 0 repositories listed
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Provably Efficient Interactive-Grounded Learning with Personalized Reward31 May 2024 0 repositories listed
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Generating Query Recommendations via LLMs30 May 2024 0 repositories listed
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Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems29 May 2024 0 repositories listed
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Content-Agnostic Moderation for Stance-Neutral Recommendation29 May 2024 0 repositories listed
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Mitigate Position Bias with Coupled Ranking Bias on CTR Prediction29 May 2024 0 repositories listed
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SynerGraph: An Integrated Graph Convolution Network for Multimodal Recommendation29 May 2024 0 repositories listed
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System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes29 May 2024 0 repositories listed
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A Survey of Latent Factor Models in Recommender Systems28 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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MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations28 May 2024 0 repositories listed
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Rethinking Recommender Systems: Cluster-based Algorithm Selection28 May 2024 0 repositories listed
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Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop28 May 2024 0 repositories listed
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Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations27 May 2024 0 repositories listed
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Graph Neural Networks on Quantum Computers27 May 2024 0 repositories listed
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Leveraging Offline Data in Linear Latent Bandits27 May 2024 0 repositories listed
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RAGSys: Item-Cold-Start Recommender as RAG System27 May 2024 0 repositories listed
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Uncertainty Management in the Construction of Knowledge Graphs: a Survey27 May 2024 0 repositories listed
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Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach25 May 2024 0 repositories listed
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LLMs for User Interest Exploration in Large-scale Recommendation Systems25 May 2024 0 repositories listed
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DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback24 May 2024 0 repositories listed
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Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random24 May 2024 0 repositories listed
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Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning24 May 2024 0 repositories listed
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Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints24 May 2024 0 repositories listed
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Privacy-preserving recommender system using the data collaboration analysis for distributed datasets24 May 2024 0 repositories listed
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Music Genre Classification: Training an AI model23 May 2024 0 repositories listed
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A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence22 May 2024 0 repositories listed
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Analysis of Corrected Graph Convolutions22 May 2024 0 repositories listed
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Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain22 May 2024 0 repositories listed
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"I Like Sunnie More Than I Expected!": Exploring User Expectation and Perception of an Anthropomorphic LLM-based Conversational Agent for Well-Being Support22 May 2024 0 repositories listed
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Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems21 May 2024 0 repositories listed
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GotFunding: A grant recommendation system based on scientific articles21 May 2024 0 repositories listed
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Conformal Counterfactual Inference under Hidden Confounding20 May 2024 0 repositories listed
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Beyond Item Dissimilarities: Diversifying by Intent in Recommender Systems20 May 2024 0 repositories listed
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Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation20 May 2024 0 repositories listed
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Towards Graph Contrastive Learning: A Survey and Beyond20 May 2024 0 repositories listed
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EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations19 May 2024 0 repositories listed
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A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification17 May 2024 0 repositories listed
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The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems17 May 2024 0 repositories listed
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Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis14 May 2024 0 repositories listed
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How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics14 May 2024 0 repositories listed