Browse State-of-the-Art › Recommendation Systems › Papers, page 25
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 25 of 61: papers 2,401 to 2,500 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 Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks17 Dec 2024 0 repositories listed
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LLM is Knowledge Graph Reasoner: LLM's Intuition-aware Knowledge Graph Reasoning for Cold-start Sequential Recommendation17 Dec 2024 0 repositories listed
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Accelerating Sparse Graph Neural Networks with Tensor Core Optimization16 Dec 2024 0 repositories listed
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Classification of Spontaneous and Scripted Speech for Multilingual Audio16 Dec 2024 0 repositories listed
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Enhancing Healthcare Recommendation Systems with a Multimodal LLMs-based MOE Architecture16 Dec 2024 0 repositories listed
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A Contextualized BERT model for Knowledge Graph Completion15 Dec 2024 0 repositories listed
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A multi-theoretical kernel-based approach to social network-based recommendation15 Dec 2024 0 repositories listed
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Modeling the Heterogeneous Duration of User Interest in Time-Dependent Recommendation: A Hidden Semi-Markov Approach15 Dec 2024 0 repositories listed
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USM: Unbiased Survey Modeling for Limiting Negative User Experiences in Recommendation Systems14 Dec 2024 0 repositories listed
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Why Not Together? A Multiple-Round Recommender System for Queries and Items14 Dec 2024 0 repositories listed
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CRS Arena: Crowdsourced Benchmarking of Conversational Recommender Systems13 Dec 2024 0 repositories listed
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Hesitation and Tolerance in Recommender Systems13 Dec 2024 0 repositories listed
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Matrix Completion via Residual Spectral Matching13 Dec 2024 0 repositories listed
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Recommendation and Temptation13 Dec 2024 0 repositories listed
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Goal-Conditioned Supervised Learning for Multi-Objective Recommendation12 Dec 2024 0 repositories listed
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Whom do Explanations Serve? A Systematic Literature Survey of User Characteristics in Explainable Recommender Systems Evaluation12 Dec 2024 0 repositories listed
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A Tutorial of Personalized Federated Recommender Systems: Recent Advances and Future Directions11 Dec 2024 0 repositories listed
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AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems11 Dec 2024 0 repositories listed
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Preference Discerning with LLM-Enhanced Generative Retrieval11 Dec 2024 0 repositories listed
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Reducing Popularity Influence by Addressing Position Bias11 Dec 2024 0 repositories listed
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Benchmark for Evaluation and Analysis of Citation Recommendation Models10 Dec 2024 0 repositories listed
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Bridging Conversational and Collaborative Signals for Conversational Recommendation9 Dec 2024 0 repositories listed
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PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information9 Dec 2024 0 repositories listed
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Fuzzy Norm-Explicit Product Quantization for Recommender Systems8 Dec 2024 0 repositories listed
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From Models to Systems: A Comprehensive Fairness Framework for Compositional Recommender Systems5 Dec 2024 0 repositories listed
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Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing4 Dec 2024 0 repositories listed
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Recommender Systems for Sustainability: Overview and Research Issues4 Dec 2024 0 repositories listed
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CADMR: Cross-Attention and Disentangled Learning for Multimodal Recommender Systems3 Dec 2024 0 repositories listed
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Explainable CTR Prediction via LLM Reasoning3 Dec 2024 0 repositories listed
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Improving Sequential Recommender Systems with Online and In-store User Behavior3 Dec 2024 0 repositories listed
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Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling3 Dec 2024 0 repositories listed
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A Survey on Deep Neural Networks in Collaborative Filtering Recommendation Systems2 Dec 2024 0 repositories listed
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Convolutional Transformer Neural Collaborative Filtering2 Dec 2024 0 repositories listed
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e-Fold Cross-Validation for Recommender-System Evaluation2 Dec 2024 0 repositories listed
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Improving feature interactions at Pinterest under industry constraints2 Dec 2024 0 repositories listed
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Combinatorial Rising Bandit1 Dec 2024 0 repositories listed
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Bandit Learning in Matching Markets: Utilitarian and Rawlsian Perspectives30 Nov 2024 0 repositories listed
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Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders30 Nov 2024 0 repositories listed
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Optimizing Sequential Recommendation Models with Scaling Laws and Approximate Entropy30 Nov 2024 0 repositories listed
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On Explaining Recommendations with Large Language Models: A Review29 Nov 2024 0 repositories listed
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CAdam: Confidence-Based Optimization for Online Learning29 Nov 2024 0 repositories listed
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Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation29 Nov 2024 0 repositories listed
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OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation28 Nov 2024 0 repositories listed
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Parallel and Mini-Batch Stable Matching for Large-Scale Reciprocal Recommender Systems28 Nov 2024 0 repositories listed
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Addressing bias in Recommender Systems: A Case Study on Data Debiasing Techniques in Mobile Games27 Nov 2024 0 repositories listed
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Break the ID-Language Barrier: An Adaption Framework for Sequential Recommendation27 Nov 2024 0 repositories listed
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Generating Diverse Synthetic Datasets for Evaluation of Real-life Recommender Systems27 Nov 2024 0 repositories listed
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PRSI: Privacy-Preserving Recommendation Model Based on Vector Splitting and Interactive Protocols27 Nov 2024 0 repositories listed
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Unifying Generative and Dense Retrieval for Sequential Recommendation27 Nov 2024 0 repositories listed
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A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference25 Nov 2024 0 repositories listed
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Recommender Systems for Good (RS4Good): Survey of Use Cases and a Call to Action for Research that Matters25 Nov 2024 0 repositories listed
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Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems25 Nov 2024 0 repositories listed
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VisualLens: Personalization through Visual History25 Nov 2024 0 repositories listed
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LIBER: Lifelong User Behavior Modeling Based on Large Language Models22 Nov 2024 0 repositories listed
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OpenTable data with multi-criteria ratings22 Nov 2024 0 repositories listed
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The 1st Workshop on Human-Centered Recommender Systems22 Nov 2024 0 repositories listed
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LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System21 Nov 2024 0 repositories listed
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How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective21 Nov 2024 0 repositories listed
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When Online Algorithms Influence the Environment: A Dynamical Systems Analysis of the Unintended Consequences21 Nov 2024 0 repositories listed
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A Collaborative Ensemble Framework for CTR Prediction20 Nov 2024 0 repositories listed
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Epinet for Content Cold Start20 Nov 2024 0 repositories listed
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KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learning20 Nov 2024 0 repositories listed
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No Free Delivery Service: Epistemic limits of passive data collection in complex social systems20 Nov 2024 0 repositories listed
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Probably Approximately Precision and Recall Learning20 Nov 2024 0 repositories listed
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Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract)19 Nov 2024 0 repositories listed
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Sparser Training for On-Device Recommendation Systems19 Nov 2024 0 repositories listed
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Attention-guided Spectrogram Sequence Modeling with CNNs for Music Genre Classification18 Nov 2024 0 repositories listed
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Coevolution of Opinion Dynamics and Recommendation System: Modeling Analysis and Reinforcement Learning Based Manipulation18 Nov 2024 0 repositories listed
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Few-shot Model Extraction Attacks against Sequential Recommender Systems18 Nov 2024 0 repositories listed
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Metamorphic Evaluation of ChatGPT as a Recommender System18 Nov 2024 0 repositories listed
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Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons16 Nov 2024 0 repositories listed
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Monolithic Hybrid Recommender System for Suggesting Relevant Movies16 Nov 2024 0 repositories listed
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Detecting the Adversarially-Learned Injection Attacks via Knowledge Graphs15 Nov 2024 0 repositories listed
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Guided Learning: Lubricating End-to-End Modeling for Multi-stage Decision-making15 Nov 2024 0 repositories listed
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InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction15 Nov 2024 0 repositories listed
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KuaiFormer: Transformer-Based Retrieval at Kuaishou15 Nov 2024 0 repositories listed
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Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation14 Nov 2024 0 repositories listed
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DeBaTeR: Denoising Bipartite Temporal Graph for Recommendation14 Nov 2024 0 repositories listed
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LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation14 Nov 2024 0 repositories listed
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MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity14 Nov 2024 0 repositories listed
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Rethinking negative sampling in content-based news recommendation13 Nov 2024 0 repositories listed
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A Theoretical Analysis of Recommendation Loss Functions under Negative Sampling12 Nov 2024 0 repositories listed
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AdaS&S: a One-Shot Supernet Approach for Automatic Embedding Size Search in Deep Recommender System12 Nov 2024 0 repositories listed
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Feature Interaction Fusion Self-Distillation Network For CTR Prediction12 Nov 2024 0 repositories listed
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Overhead-free User-side Recommender Systems12 Nov 2024 0 repositories listed
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Metric Learning for Tag Recommendation: Tackling Data Sparsity and Cold Start Issues10 Nov 2024 0 repositories listed
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Snippet-based Conversational Recommender System9 Nov 2024 0 repositories listed
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Explainable Search and Discovery of Visual Cultural Heritage Collections with Multimodal Large Language Models7 Nov 2024 0 repositories listed
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Theoretically informed selection of latent activation in autoencoder based recommender systems6 Nov 2024 0 repositories listed
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TIMBRE: Efficient Job Recommendation On Heterogeneous Graphs For Professional Recruiters6 Nov 2024 0 repositories listed
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DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks5 Nov 2024 0 repositories listed
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Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation5 Nov 2024 0 repositories listed
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A General Recipe for Contractive Graph Neural Networks -- Technical Report4 Nov 2024 0 repositories listed
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An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems4 Nov 2024 0 repositories listed
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Differentially private and decentralized randomized power method4 Nov 2024 0 repositories listed
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Dissertation: On the Theoretical Foundation of Model Comparison and Evaluation for Recommender System4 Nov 2024 0 repositories listed
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Enhancing Table Representations with LLM-powered Synthetic Data Generation4 Nov 2024 0 repositories listed
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Transferable Sequential Recommendation via Vector Quantized Meta Learning4 Nov 2024 0 repositories listed
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MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System3 Nov 2024 0 repositories listed
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Stochastic Communication Avoidance for Recommendation Systems3 Nov 2024 0 repositories listed