Browse State-of-the-Art › Recommendation Systems › Papers, page 23
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 23 of 61: papers 2,201 to 2,300 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-Structured Driven Dual Adaptation for Mitigating Popularity Bias30 Mar 2025 0 repositories listed
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RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents30 Mar 2025 0 repositories listed
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Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation28 Mar 2025 0 repositories listed
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Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action28 Mar 2025 0 repositories listed
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Are We Solving a Well-Defined Problem? A Task-Centric Perspective on Recommendation Tasks27 Mar 2025 0 repositories listed
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CombiGCN: An effective GCN model for Recommender System27 Mar 2025 0 repositories listed
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FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement27 Mar 2025 0 repositories listed
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From Individual to Group: Developing a Context-Aware Multi-Criteria Group Recommender System27 Mar 2025 0 repositories listed
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Research on the Design of a Short Video Recommendation System Based on Multimodal Information and Differential Privacy27 Mar 2025 0 repositories listed
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BeLightRec: A lightweight recommender system enhanced with BERT26 Mar 2025 0 repositories listed
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Beyond Relevance: An Adaptive Exploration-Based Framework for Personalized Recommendations25 Mar 2025 0 repositories listed
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Enhancing Recommender Systems Using Textual Embeddings from Pre-trained Language Models24 Mar 2025 0 repositories listed
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Food Recommendation With Balancing Comfort and Curiosity24 Mar 2025 0 repositories listed
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RAU: Towards Regularized Alignment and Uniformity for Representation Learning in Recommendation24 Mar 2025 0 repositories listed
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FROG: Fair Removal on Graphs23 Mar 2025 0 repositories listed
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Simulating Filter Bubble on Short-video Recommender System with Large Language Model Agents23 Mar 2025 0 repositories listed
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MultiScale Contextual Bandits for Long Term Objectives22 Mar 2025 0 repositories listed
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Diffusion-augmented Graph Contrastive Learning for Collaborative Filter20 Mar 2025 0 repositories listed
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Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models20 Mar 2025 0 repositories listed
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ACE: A Cardinality Estimator for Set-Valued Queries19 Mar 2025 0 repositories listed
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Rolling Forward: Enhancing LightGCN with Causal Graph Convolution for Credit Bond Recommendation18 Mar 2025 0 repositories listed
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A Linearized Alternating Direction Multiplier Method for Federated Matrix Completion Problems17 Mar 2025 0 repositories listed
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Leveraging the Dynamics of Leadership in Group Recommendation Systems17 Mar 2025 0 repositories listed
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OKRA: an Explainable, Heterogeneous, Multi-Stakeholder Job Recommender System17 Mar 2025 0 repositories listed
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LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation16 Mar 2025 0 repositories listed
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Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation15 Mar 2025 0 repositories listed
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Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce14 Mar 2025 0 repositories listed
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MUSS: Multilevel Subset Selection for Relevance and Diversity14 Mar 2025 0 repositories listed
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The Feedback Loop Between Recommendation Systems and Reactive Users14 Mar 2025 0 repositories listed
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Adaptive Preference Aggregation13 Mar 2025 0 repositories listed
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Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation11 Mar 2025 0 repositories listed
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Exposing Product Bias in LLM Investment Recommendation11 Mar 2025 0 repositories listed
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AlignPxtr: Aligning Predicted Behavior Distributions for Bias-Free Video Recommendations10 Mar 2025 0 repositories listed
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Multi-Behavior Recommender Systems: A Survey10 Mar 2025 0 repositories listed
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Personalized Recommendation Models in Federated Settings: A Survey10 Mar 2025 0 repositories listed
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Reproducibility and Artifact Consistency of the SIGIR 2022 Recommender Systems Papers Based on Message Passing10 Mar 2025 0 repositories listed
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Uncovering Cross-Domain Recommendation Ability of Large Language Models10 Mar 2025 0 repositories listed
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Graph Retrieval-Augmented LLM for Conversational Recommendation Systems9 Mar 2025 0 repositories listed
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Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems8 Mar 2025 0 repositories listed
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Benchmarking LLMs in Recommendation Tasks: A Comparative Evaluation with Conventional Recommenders7 Mar 2025 0 repositories listed
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Matrix Factorization for Inferring Associations and Missing Links6 Mar 2025 0 repositories listed
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Training-Free Graph Filtering via Multimodal Feature Refinement for Extremely Fast Multimodal Recommendation6 Mar 2025 0 repositories listed
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Decoupled Recommender Systems: Exploring Alternative Recommender Ecosystem Designs5 Mar 2025 0 repositories listed
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Are some books better than others?4 Mar 2025 0 repositories listed
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Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations4 Mar 2025 0 repositories listed
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Towards Explainable Doctor Recommendation with Large Language Models4 Mar 2025 0 repositories listed
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LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation3 Mar 2025 0 repositories listed
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HI-Series Algorithms A Hybrid of Substance Diffusion Algorithm and Collaborative Filtering3 Mar 2025 0 repositories listed
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HeterRec: Heterogeneous Information Transformer for Scalable Sequential Recommendation3 Mar 2025 0 repositories listed
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A Transfer Framework for Enhancing Temporal Graph Learning in Data-Scarce Settings2 Mar 2025 0 repositories listed
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Federated Conversational Recommender System2 Mar 2025 0 repositories listed
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Addressing Cold-start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling1 Mar 2025 0 repositories listed
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Semi-Parametric Batched Global Multi-Armed Bandits with Covariates1 Mar 2025 0 repositories listed
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Joint Modeling in Recommendations: A Survey28 Feb 2025 0 repositories listed
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Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization28 Feb 2025 0 repositories listed
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ADAGE: Active Defenses Against GNN Extraction27 Feb 2025 0 repositories listed
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Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis27 Feb 2025 0 repositories listed
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Recommendations from Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization27 Feb 2025 0 repositories listed
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A 106K Multi-Topic Multilingual Conversational User Dataset with Emoticons26 Feb 2025 0 repositories listed
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OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment26 Feb 2025 0 repositories listed
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PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems26 Feb 2025 0 repositories listed
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Training Large Recommendation Models via Graph-Language Token Alignment26 Feb 2025 0 repositories listed
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Creator-Side Recommender System: Challenges, Designs, and Applications25 Feb 2025 0 repositories listed
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Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness25 Feb 2025 0 repositories listed
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FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation24 Feb 2025 0 repositories listed
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The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems24 Feb 2025 0 repositories listed
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Unified Semantic and ID Representation Learning for Deep Recommenders23 Feb 2025 0 repositories listed
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ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems22 Feb 2025 0 repositories listed
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Exploiting Epistemic Uncertainty in Cold-Start Recommendation Systems22 Feb 2025 0 repositories listed
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Inference Computation Scaling for Feature Augmentation in Recommendation Systems22 Feb 2025 0 repositories listed
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Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling22 Feb 2025 0 repositories listed
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A BERT Based Hybrid Recommendation System For Academic Collaboration21 Feb 2025 0 repositories listed
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Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search21 Feb 2025 0 repositories listed
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Bridging Domain Gaps between Pretrained Multimodal Models and Recommendations21 Feb 2025 0 repositories listed
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Coherency Improved Explainable Recommendation via Large Language Model21 Feb 2025 0 repositories listed
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Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph21 Feb 2025 0 repositories listed
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Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News20 Feb 2025 0 repositories listed
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LLM-based User Profile Management for Recommender System20 Feb 2025 0 repositories listed
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Multimodal Quantitative Language for Generative Recommendation20 Feb 2025 0 repositories listed
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Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation19 Feb 2025 0 repositories listed
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Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models19 Feb 2025 0 repositories listed
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Continuous K-Max Bandits19 Feb 2025 0 repositories listed
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Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation19 Feb 2025 0 repositories listed
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LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models19 Feb 2025 0 repositories listed
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TALKPLAY: Multimodal Music Recommendation with Large Language Models19 Feb 2025 0 repositories listed
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A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models18 Feb 2025 0 repositories listed
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Envious Explore and Exploit18 Feb 2025 0 repositories listed
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Fragility-aware Classification for Understanding Risk and Improving Generalization18 Feb 2025 0 repositories listed
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From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval18 Feb 2025 0 repositories listed
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Context-Aware Lifelong Sequential Modeling for Online Click-Through Rate Prediction18 Feb 2025 0 repositories listed
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Preventing the Popular Item Embedding Based Attack in Federated Recommendations18 Feb 2025 0 repositories listed
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Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization18 Feb 2025 0 repositories listed
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Enhancing Recommendation Explanations through User-Centric Refinement17 Feb 2025 0 repositories listed
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AI Generations: From AI 1.0 to AI 4.016 Feb 2025 0 repositories listed
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A Survey on LLM-powered Agents for Recommender Systems14 Feb 2025 0 repositories listed
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An Efficient Large Recommendation Model: Towards a Resource-Optimal Scaling Law14 Feb 2025 0 repositories listed
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Benchmarking the rationality of AI decision making using the transitivity axiom14 Feb 2025 0 repositories listed
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Combinatorial Reinforcement Learning with Preference Feedback14 Feb 2025 0 repositories listed
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ProReco: A Process Discovery Recommender System14 Feb 2025 0 repositories listed
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A Survey on LLM-based News Recommender Systems13 Feb 2025 0 repositories listed