Browse State-of-the-Art › Collaborative Filtering › Papers, page 6
Collaborative Filtering
Papers archive 2025-07-28
archive papers tagged: 1,309 · with a code link: 461 · where Syntology ran a sample: 63 (59 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (63 of 1,309 tagged: 59 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)
Page 6 of 14: papers 501 to 600 of 1,309, 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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Spk2SRImgNet: Super-Resolve Dynamic Scene from Spike Stream via Motion Aligned Collaborative Filtering1 Jan 2025 0 repositories listed
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S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain31 Dec 2024 0 repositories listed
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Hgformer: Hyperbolic Graph Transformer for Recommendation30 Dec 2024 0 repositories listed
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Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation28 Dec 2024 0 repositories listed
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Enhanced Recommendation Combining Collaborative Filtering and Large Language Models25 Dec 2024 0 repositories listed
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Optimization and Scalability of Collaborative Filtering Algorithms in Large Language Models25 Dec 2024 0 repositories listed
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Position-aware Graph Transformer for Recommendation25 Dec 2024 0 repositories listed
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From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking24 Dec 2024 0 repositories listed
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Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation24 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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Movie Recommendation using Web Crawling14 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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Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing4 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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Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping2 Dec 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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How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective21 Nov 2024 0 repositories listed
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Consistency Regularization for Complementary Clothing Recommendations19 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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Monolithic Hybrid Recommender System for Suggesting Relevant Movies16 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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Metric Learning for Tag Recommendation: Tackling Data Sparsity and Cold Start Issues10 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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Dissertation: On the Theoretical Foundation of Model Comparison and Evaluation for Recommender System4 Nov 2024 0 repositories listed
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Graph Cross-Correlated Network for Recommendation2 Nov 2024 0 repositories listed
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Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems2 Nov 2024 0 repositories listed
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LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering1 Nov 2024 0 repositories listed
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Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs28 Oct 2024 0 repositories listed
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Domain Specific Data Distillation and Multi-modal Embedding Generation27 Oct 2024 0 repositories listed
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TEARS: Textual Representations for Scrutable Recommendations25 Oct 2024 0 repositories listed
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Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems23 Oct 2024 0 repositories listed
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Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets23 Oct 2024 0 repositories listed
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Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?22 Oct 2024 0 repositories listed
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Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities22 Oct 2024 0 repositories listed
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Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree16 Oct 2024 0 repositories listed
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Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank15 Oct 2024 0 repositories listed
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A Hybrid Filtering for Micro-video Hashtag Recommendation using Graph-based Deep Neural Network14 Oct 2024 0 repositories listed
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Collaborative filtering based on nonnegative/binary matrix factorization14 Oct 2024 0 repositories listed
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Geometric Collaborative Filtering with Convergence4 Oct 2024 0 repositories listed
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ECORS: An Ensembled Clustering Approach to Eradicate The Local And Global Outlier In Collaborative Filtering Recommender System1 Oct 2024 0 repositories listed
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An Efficient Multi-threaded Collaborative Filtering Approach in Recommendation System28 Sep 2024 0 repositories listed
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Utilizing Collaborative Filtering in a Personalized Research-Paper Recommendation System28 Sep 2024 0 repositories listed
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A Prompting-Based Representation Learning Method for Recommendation with Large Language Models25 Sep 2024 0 repositories listed
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FusionANNS: An Efficient CPU/GPU Cooperative Processing Architecture for Billion-scale Approximate Nearest Neighbor Search25 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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The trade-off between data minimization and fairness in collaborative filtering21 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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Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search17 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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Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages11 Sep 2024 0 repositories listed
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Enhancing Sequential Recommendations through Multi-Perspective Reflections and Iteration10 Sep 2024 0 repositories listed
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Imputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning8 Sep 2024 0 repositories listed
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PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data28 Aug 2024 0 repositories listed
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A Multiscale Gradient Fusion Method for Edge Detection in Color Images Utilizing the CBM3D Filter26 Aug 2024 0 repositories listed
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CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation20 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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GraphTransfer: A Generic Feature Fusion Framework for Collaborative Filtering11 Aug 2024 0 repositories listed
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Feedback Reciprocal Graph Collaborative Filtering5 Aug 2024 0 repositories listed
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Simple but Efficient: A Multi-Scenario Nearline Retrieval Framework for Recommendation on Taobao1 Aug 2024 0 repositories listed
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SocialRec: User Activity Based Post Weighted Dynamic Personalized Post Recommendation System in Social Media13 Jul 2024 0 repositories listed
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Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation10 Jul 2024 0 repositories listed
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ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation3 Jul 2024 0 repositories listed
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Amplify Graph Learning for Recommendation via Sparsity Completion27 Jun 2024 0 repositories listed
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Evaluating Ensemble Methods for News Recommender Systems23 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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A First Principles Approach to Trust-Based Recommendation Systems in Social Networks17 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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TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation15 Jun 2024 0 repositories listed
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QAGCF: Graph Collaborative Filtering for Q&A Recommendation7 Jun 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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DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting14 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
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Subspace-Informed Matrix Completion13 May 2024 0 repositories listed
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A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System3 May 2024 0 repositories listed
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Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations1 May 2024 0 repositories listed
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Online Policy Learning and Inference by Matrix Completion26 Apr 2024 0 repositories listed
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Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems26 Apr 2024 0 repositories listed
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RE-RecSys: An End-to-End system for recommending properties in Real-Estate domain25 Apr 2024 0 repositories listed
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Advancing Recommender Systems by mitigating Shilling attacks24 Apr 2024 0 repositories listed
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Mixed Supervised Graph Contrastive Learning for Recommendation24 Apr 2024 0 repositories listed
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Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering23 Apr 2024 0 repositories listed
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Beyond Collaborative Filtering: A Relook at Task Formulation in Recommender Systems20 Apr 2024 0 repositories listed
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MARec: Metadata Alignment for cold-start Recommendation20 Apr 2024 0 repositories listed
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A Strategy Transfer and Decision Support Approach for Epidemic Control in Experience Shortage Scenarios10 Apr 2024 0 repositories listed
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Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty9 Apr 2024 0 repositories listed
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Enhanced Bayesian Personalized Ranking for Robust Hard Negative Sampling in Recommender Systems28 Mar 2024 0 repositories listed
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Large Language Models Enhanced Collaborative Filtering26 Mar 2024 0 repositories listed
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Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation22 Mar 2024 0 repositories listed
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Use of recommendation models to provide support to dyslexic students18 Mar 2024 0 repositories listed
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Self-supervised Contrastive Learning for Implicit Collaborative Filtering12 Mar 2024 0 repositories listed
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Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations5 Mar 2024 0 repositories listed
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Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals27 Feb 2024 0 repositories listed
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InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models26 Feb 2024 0 repositories listed
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Estimating Unknown Population Sizes Using the Hypergeometric Distribution22 Feb 2024 0 repositories listed
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Large Language Model Simulator for Cold-Start Recommendation14 Feb 2024 0 repositories listed
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Frequency-aware Graph Signal Processing for Collaborative Filtering13 Feb 2024 0 repositories listed
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Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization13 Feb 2024 0 repositories listed