Browse State-of-the-Art › Recommendation Systems › Papers, page 27
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 27 of 61: papers 2,601 to 2,700 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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Combining Open-box Simulation and Importance Sampling for Tuning Large-Scale Recommenders23 Sep 2024 0 repositories listed
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Designing an Interpretable Interface for Contextual Bandits23 Sep 2024 0 repositories listed
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EDGE-Rec: Efficient and Data-Guided Edge Diffusion For Recommender Systems Graphs23 Sep 2024 0 repositories listed
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Efficient Tabular Data Preprocessing of ML Pipelines23 Sep 2024 0 repositories listed
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EMERS: Energy Meter for Recommender Systems23 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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Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems23 Sep 2024 0 repositories listed
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Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking21 Sep 2024 0 repositories listed
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The trade-off between data minimization and fairness in collaborative filtering21 Sep 2024 0 repositories listed
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A Unified Causal Framework for Auditing Recommender Systems for Ethical Concerns20 Sep 2024 0 repositories listed
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Adaptive Mixture Importance Sampling for Automated Ads Auction Tuning20 Sep 2024 0 repositories listed
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Causal Feature Selection Method for Contextual Multi-Armed Bandits in Recommender System20 Sep 2024 0 repositories listed
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RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems20 Sep 2024 0 repositories listed
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A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research19 Sep 2024 0 repositories listed
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ARTAI: An Evaluation Platform to Assess Societal Risk of Recommender Algorithms19 Sep 2024 0 repositories listed
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Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention19 Sep 2024 0 repositories listed
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The Relevance of Item-Co-Exposure For Exposure Bias Mitigation19 Sep 2024 0 repositories listed
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An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Large-Scale Recommender Systems18 Sep 2024 0 repositories listed
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FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement18 Sep 2024 0 repositories listed
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ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems18 Sep 2024 0 repositories listed
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Recommendation with Generative Models18 Sep 2024 0 repositories listed
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A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy17 Sep 2024 0 repositories listed
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Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation17 Sep 2024 0 repositories listed
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Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness17 Sep 2024 0 repositories listed
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Multi-modal Generative Models in Recommendation System17 Sep 2024 0 repositories listed
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Causal Discovery in Recommender Systems: Example and Discussion16 Sep 2024 0 repositories listed
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Incorporating Classifier-Free Guidance in Diffusion Model-Based Recommendation16 Sep 2024 0 repositories listed
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Large Language Model Enhanced Hard Sample Identification for Denoising Recommendation16 Sep 2024 0 repositories listed
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The Importance of Causality in Decision Making: A Perspective on Recommender Systems16 Sep 2024 0 repositories listed
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Dreaming User Multimodal Representation Guided by The Platonic Representation Hypothesis for Micro-Video Recommendation15 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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Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator14 Sep 2024 0 repositories listed
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A Hybrid Meta-Learning and Multi-Armed Bandit Approach for Context-Specific Multi-Objective Recommendation Optimization13 Sep 2024 0 repositories listed
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ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model13 Sep 2024 0 repositories listed
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NeSHFS: Neighborhood Search with Heuristic-based Feature Selection for Click-Through Rate Prediction13 Sep 2024 0 repositories listed
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Towards Leveraging Contrastively Pretrained Neural Audio Embeddings for Recommender Tasks13 Sep 2024 0 repositories listed
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Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience12 Sep 2024 0 repositories listed
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PDC-FRS: Privacy-preserving Data Contribution for Federated Recommender System12 Sep 2024 0 repositories listed
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Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation11 Sep 2024 0 repositories listed
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Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers11 Sep 2024 0 repositories listed
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Mamba for Scalable and Efficient Personalized Recommendations11 Sep 2024 0 repositories listed
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Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages11 Sep 2024 0 repositories listed
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Negative Sampling in Recommendation: A Survey and Future Directions11 Sep 2024 0 repositories listed
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Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation11 Sep 2024 0 repositories listed
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Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems10 Sep 2024 0 repositories listed
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User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study10 Sep 2024 0 repositories listed
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RBoard: A Unified Platform for Reproducible and Reusable Recommender System Benchmarks9 Sep 2024 0 repositories listed
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Recommender Systems Algorithm Selection for Ranking Prediction on Implicit Feedback Datasets9 Sep 2024 0 repositories listed
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Rs4rs: Semantically Find Recent Publications from Top Recommendation System-Related Venues9 Sep 2024 0 repositories listed
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Leveraging LLMs for Influence Path Planning in Proactive Recommendation7 Sep 2024 0 repositories listed
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Reward Guidance for Reinforcement Learning Tasks Based on Large Language Models: The LMGT Framework7 Sep 2024 0 repositories listed
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A Unified Framework for Cross-Domain Recommendation6 Sep 2024 0 repositories listed
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How Fair is Your Diffusion Recommender Model?6 Sep 2024 0 repositories listed
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An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX)5 Sep 2024 0 repositories listed
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Understanding Fairness in Recommender Systems: A Healthcare Perspective5 Sep 2024 0 repositories listed
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Deep Adaptive Interest Network: Personalized Recommendation with Context-Aware Learning4 Sep 2024 0 repositories listed
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Blockchain-based Federated Recommendation with Incentive Mechanism3 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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TRACE: Transformer-based user Representations from Attributed Clickstream Event sequences2 Sep 2024 0 repositories listed
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Building FKG.in: a Knowledge Graph for Indian Food1 Sep 2024 0 repositories listed
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PSLF: A PID Controller-incorporated Second-order Latent Factor Analysis Model for Recommender System31 Aug 2024 0 repositories listed
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Efficient Multi-task Prompt Tuning for Recommendation30 Aug 2024 0 repositories listed
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UserSumBench: A Benchmark Framework for Evaluating User Summarization Approaches30 Aug 2024 0 repositories listed
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Efficient Transfer Learning Framework for Cross-Domain Click-Through Rate Prediction29 Aug 2024 0 repositories listed
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Network-aware Recommender System via Online Feedback Optimization29 Aug 2024 0 repositories listed
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An Extremely Data-efficient and Generative LLM-based Reinforcement Learning Agent for Recommenders28 Aug 2024 0 repositories listed
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Lyrically Speaking: Exploring the Link Between Lyrical Emotions, Themes and Depression Risk28 Aug 2024 0 repositories listed
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Graph and Sequential Neural Networks in Session-based Recommendation: A Survey27 Aug 2024 0 repositories listed
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SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration27 Aug 2024 0 repositories listed
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X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation27 Aug 2024 0 repositories listed
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Biased Dueling Bandits with Stochastic Delayed Feedback26 Aug 2024 0 repositories listed
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Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems26 Aug 2024 0 repositories listed
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Dual Adversarial Perturbators Generate rich Views for Recommendation26 Aug 2024 0 repositories listed
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Towards Graph Prompt Learning: A Survey and Beyond26 Aug 2024 0 repositories listed
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DeepVoting: Learning Voting Rules with Tailored Embeddings24 Aug 2024 0 repositories listed
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IntOPE: Off-Policy Evaluation in the Presence of Interference24 Aug 2024 0 repositories listed
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EAViT: External Attention Vision Transformer for Audio Classification23 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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The Importance of Cognitive Biases in the Recommendation Ecosystem22 Aug 2024 0 repositories listed
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A Theory of "Likes"21 Aug 2024 0 repositories listed
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Calibrating the Predictions for Top-N Recommendations21 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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DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation21 Aug 2024 0 repositories listed
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Hypergraph Learning based Recommender System for Anomaly Detection, Control and Optimization21 Aug 2024 0 repositories listed
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Modeling Reference-dependent Choices with Graph Neural Networks21 Aug 2024 0 repositories listed
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Sliding Window Training -- Utilizing Historical Recommender Systems Data for Foundation Models21 Aug 2024 0 repositories listed
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Analytical and Empirical Study of Herding Effects in Recommendation Systems20 Aug 2024 0 repositories listed
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Effective Off-Policy Evaluation and Learning in Contextual Combinatorial Bandits20 Aug 2024 0 repositories listed
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Efficient and Deployable Knowledge Infusion for Open-World Recommendations via Large Language Models20 Aug 2024 0 repositories listed
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Large Language Model Driven Recommendation20 Aug 2024 0 repositories listed
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Data-driven Conditional Instrumental Variables for Debiasing Recommender Systems19 Aug 2024 0 repositories listed
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Debiased Contrastive Representation Learning for Mitigating Dual Biases in Recommender Systems19 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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GANPrompt: Enhancing Robustness in LLM-Based Recommendations with GAN-Enhanced Diversity Prompts19 Aug 2024 0 repositories listed
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Joint Modeling of Search and Recommendations Via an Unified Contextual Recommender (UniCoRn)19 Aug 2024 0 repositories listed
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Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive Hashing17 Aug 2024 0 repositories listed
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Collaborative Cross-modal Fusion with Large Language Model for Recommendation16 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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DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System15 Aug 2024 0 repositories listed