Browse State-of-the-Art › Recommendation Systems › Papers, page 22
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 22 of 61: papers 2,101 to 2,200 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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LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders7 May 2025 0 repositories listed
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M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation7 May 2025 0 repositories listed
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Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising7 May 2025 0 repositories listed
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Towards Large-scale Generative Ranking7 May 2025 0 repositories listed
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User and Recommender Behavior Over Time: Contextualizing Activity, Effectiveness, Diversity, and Fairness in Book Recommendation7 May 2025 0 repositories listed
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Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems6 May 2025 0 repositories listed
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Tell Me the Good Stuff: User Preferences in Movie Recommendation Explanations6 May 2025 0 repositories listed
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CoCoB: Adaptive Collaborative Combinatorial Bandits for Online Recommendation5 May 2025 0 repositories listed
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Robustness questions the interpretability of graph neural networks: what to do?5 May 2025 0 repositories listed
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Minimally Supervised Hierarchical Domain Intent Learning for CRS4 May 2025 0 repositories listed
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Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems4 May 2025 0 repositories listed
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Sentiment-Aware Recommendation Systems in E-Commerce: A Review from a Natural Language Processing Perspective3 May 2025 0 repositories listed
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Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning2 May 2025 0 repositories listed
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Multi-agents based User Values Mining for Recommendation2 May 2025 0 repositories listed
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Preserving Privacy and Utility in LLM-Based Product Recommendations2 May 2025 0 repositories listed
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Algorithmic Collective Action with Two Collectives30 Apr 2025 0 repositories listed
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Camouflaged Variational Graph AutoEncoder against Attribute Inference Attacks for Cross-Domain Recommendation30 Apr 2025 0 repositories listed
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Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat30 Apr 2025 0 repositories listed
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Enhancing News Recommendation with Hierarchical LLM Prompting29 Apr 2025 0 repositories listed
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Labeling Case Similarity based on Co-Citation of Legal Articles in Judgment Documents with Empirical Dispute-Based Evaluation29 Apr 2025 0 repositories listed
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LLM-Enabled EV Charging Stations Recommendation29 Apr 2025 0 repositories listed
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Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User29 Apr 2025 0 repositories listed
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X-Cross: Dynamic Integration of Language Models for Cross-Domain Sequential Recommendation29 Apr 2025 0 repositories listed
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AI Recommendation Systems for Lane-Changing Using Adherence-Aware Reinforcement Learning28 Apr 2025 0 repositories listed
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LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation28 Apr 2025 0 repositories listed
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Optimal Sequential Recommendations: Exploiting User and Item Structure28 Apr 2025 0 repositories listed
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Generative Product Recommendations for Implicit Superlative Queries26 Apr 2025 0 repositories listed
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MATCHA: Can Multi-Agent Collaboration Build a Trustworthy Conversational Recommender?26 Apr 2025 0 repositories listed
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An Integrated Framework for Contextual Personalized LLM-Based Food Recommendation25 Apr 2025 0 repositories listed
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Revisiting Algorithmic Audits of TikTok: Poor Reproducibility and Short-term Validity of Findings25 Apr 2025 0 repositories listed
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Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation24 Apr 2025 0 repositories listed
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A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms23 Apr 2025 0 repositories listed
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FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation23 Apr 2025 0 repositories listed
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Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model23 Apr 2025 0 repositories listed
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OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning22 Apr 2025 0 repositories listed
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Federated Latent Factor Model for Bias-Aware Recommendation with Privacy-Preserving21 Apr 2025 0 repositories listed
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From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System21 Apr 2025 0 repositories listed
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The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval21 Apr 2025 0 repositories listed
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AltGDmin: Alternating GD and Minimization for Partly-Decoupled (Federated) Optimization20 Apr 2025 0 repositories listed
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Matrix Factorization with Dynamic Multi-view Clustering for Recommender System20 Apr 2025 0 repositories listed
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Regret-aware Re-ranking for Guaranteeing Two-sided Fairness and Accuracy in Recommender Systems20 Apr 2025 0 repositories listed
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Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts18 Apr 2025 0 repositories listed
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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions17 Apr 2025 0 repositories listed
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SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation17 Apr 2025 0 repositories listed
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Generative Recommendation with Continuous-Token Diffusion16 Apr 2025 0 repositories listed
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Neural Contextual Bandits Under Delayed Feedback Constraints16 Apr 2025 0 repositories listed
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Exploring Backdoor Attack and Defense for LLM-empowered Recommendations15 Apr 2025 0 repositories listed
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Improving LLM Interpretability and Performance via Guided Embedding Refinement for Sequential Recommendation15 Apr 2025 0 repositories listed
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RAID: An In-Training Defense against Attribute Inference Attacks in Recommender Systems15 Apr 2025 0 repositories listed
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Why am I seeing this? Towards recognizing social media recommender systems with missing recommendations15 Apr 2025 0 repositories listed
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Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning14 Apr 2025 0 repositories listed
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Session-based Recommender Systems: User Interest as a Stochastic Process in the Latent Space14 Apr 2025 0 repositories listed
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StePO-Rec: Towards Personalized Outfit Styling Assistant via Knowledge-Guided Multi-Step Reasoning14 Apr 2025 0 repositories listed
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Truncated Matrix Completion - An Empirical Study14 Apr 2025 0 repositories listed
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Automatic Detection of Intro and Credits in Video using CLIP and Multihead Attention13 Apr 2025 0 repositories listed
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CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent13 Apr 2025 0 repositories listed
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Multi-Modal Hypergraph Enhanced LLM Learning for Recommendation13 Apr 2025 0 repositories listed
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Slow Thinking for Sequential Recommendation13 Apr 2025 0 repositories listed
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SynthTRIPs: A Knowledge-Grounded Framework for Benchmark Query Generation for Personalized Tourism Recommenders12 Apr 2025 0 repositories listed
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Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making12 Apr 2025 0 repositories listed
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A Comparative Study of Recommender Systems under Big Data Constraints11 Apr 2025 0 repositories listed
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How Good Are Large Language Models for Course Recommendation in MOOCs?11 Apr 2025 0 repositories listed
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Scholar Inbox: Personalized Paper Recommendations for Scientists11 Apr 2025 0 repositories listed
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A Novel Mamba-based Sequential Recommendation Method10 Apr 2025 0 repositories listed
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FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness10 Apr 2025 0 repositories listed
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Multi-Selection for Recommendation Systems10 Apr 2025 0 repositories listed
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On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction10 Apr 2025 0 repositories listed
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BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation9 Apr 2025 0 repositories listed
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CHIME: A Compressive Framework for Holistic Interest Modeling9 Apr 2025 0 repositories listed
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Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation9 Apr 2025 0 repositories listed
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Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models9 Apr 2025 0 repositories listed
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PinRec: Outcome-Conditioned, Multi-Token Generative Retrieval for Industry-Scale Recommendation Systems9 Apr 2025 0 repositories listed
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Toward Holistic Evaluation of Recommender Systems Powered by Generative Models9 Apr 2025 0 repositories listed
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Unifying Search and Recommendation: A Generative Paradigm Inspired by Information Theory9 Apr 2025 0 repositories listed
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Large Language Models Enhanced Hyperbolic Space Recommender Systems8 Apr 2025 0 repositories listed
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Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems8 Apr 2025 0 repositories listed
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Stratified Expert Cloning with Adaptive Selection for User Retention in Large-Scale Recommender Systems8 Apr 2025 0 repositories listed
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Widening the Role of Group Recommender Systems with CAJO8 Apr 2025 0 repositories listed
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xMTF: A Formula-Free Model for Reinforcement-Learning-Based Multi-Task Fusion in Recommender Systems8 Apr 2025 0 repositories listed
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LLM-Alignment Live-Streaming Recommendation7 Apr 2025 0 repositories listed
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User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems7 Apr 2025 0 repositories listed
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Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent6 Apr 2025 0 repositories listed
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Efficient Evaluation of Large Language Models via Collaborative Filtering5 Apr 2025 0 repositories listed
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Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations5 Apr 2025 0 repositories listed
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Automating Personalization: Prompt Optimization for Recommendation Reranking4 Apr 2025 0 repositories listed
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Counterfactual Inference under Thompson Sampling3 Apr 2025 0 repositories listed
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Shallow AutoEncoding Recommender with Cold Start Handling via Side Features3 Apr 2025 0 repositories listed
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Graphs are everywhere -- Psst! In Music Recommendation too3 Apr 2025 0 repositories listed
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LLM-Augmented Graph Neural Recommenders: Integrating User Reviews3 Apr 2025 0 repositories listed
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Research Paper Recommender System by Considering Users' Information Seeking Behaviors3 Apr 2025 0 repositories listed
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Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation3 Apr 2025 0 repositories listed
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Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID2 Apr 2025 0 repositories listed
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Extending MovieLens-32M to Provide New Evaluation Objectives2 Apr 2025 0 repositories listed
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Hyperbolic Diffusion Recommender Model2 Apr 2025 0 repositories listed
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Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation2 Apr 2025 0 repositories listed
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A Proposed Hybrid Recommender System for Tourism Industry in Iraq Using Evolutionary Apriori and K-means Algorithms1 Apr 2025 0 repositories listed
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Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure31 Mar 2025 0 repositories listed
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DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents31 Mar 2025 0 repositories listed
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Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics30 Mar 2025 0 repositories listed
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Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform30 Mar 2025 0 repositories listed