Browse State-of-the-Art › Collaborative Filtering › Papers, page 7

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 7 of 14: papers 601 to 700 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.

• Collaborative filtering, K-nearest neighbor and cosine similarity in home decor recommender systems
  9 Feb 2024 0 repositories listed
• Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning for Robust Forecasting and Security
  2 Feb 2024 0 repositories listed
• PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering
  23 Jan 2024 0 repositories listed
• What Are We Optimizing For? A Human-centric Evaluation of Deep Learning-based Movie Recommenders
  21 Jan 2024 0 repositories listed
• Privacy-Preserving Sequential Recommendation with Collaborative Confusion
  9 Jan 2024 0 repositories listed
• EXPLORE -- Explainable Song Recommendation
  30 Dec 2023 0 repositories listed
• Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering
  29 Dec 2023 0 repositories listed
• AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction
  9 Dec 2023 0 repositories listed
• Soft Frequency Capping for Improved Ad Click Prediction in Yahoo Gemini Native
  8 Dec 2023 0 repositories listed
• Unbiased Filtering Of Accidental Clicks in Verizon Media Native Advertising
  8 Dec 2023 0 repositories listed
• Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks
  7 Dec 2023 0 repositories listed
• Adaptive spectral graph wavelets for collaborative filtering
  5 Dec 2023 0 repositories listed
• Preference and Concurrence Aware Bayesian Graph Neural Networks for Recommender Systems
  30 Nov 2023 0 repositories listed
• Hierarchical Matrix Factorization for Interpretable Collaborative Filtering
  22 Nov 2023 0 repositories listed
• Graph Neural Ordinary Differential Equations-based method for Collaborative Filtering
  21 Nov 2023 0 repositories listed
• Neural Graph Collaborative Filtering Using Variational Inference
  20 Nov 2023 0 repositories listed
• User Persona Identification and New Service Adaptation Recommendation
  15 Nov 2023 0 repositories listed
• Alleviating Behavior Data Imbalance for Multi-Behavior Graph Collaborative Filtering
  12 Nov 2023 0 repositories listed
• On the steerability of large language models toward data-driven personas
  8 Nov 2023 0 repositories listed
• Improving Collaborative Filtering Recommendation via Graph Learning
  6 Nov 2023 0 repositories listed
• A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation
  1 Nov 2023 0 repositories listed
• Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints
  31 Oct 2023 0 repositories listed
• LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation
  30 Oct 2023 0 repositories listed
• When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations
  15 Oct 2023 0 repositories listed
• Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs
  13 Oct 2023 0 repositories listed
• AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
  13 Oct 2023 0 repositories listed
• Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
  13 Oct 2023 0 repositories listed
• Collaborative Semantic Alignment in Recommendation Systems
  13 Oct 2023 0 repositories listed
• Metrics for popularity bias in dynamic recommender systems
  12 Oct 2023 0 repositories listed
• Ten Challenges in Industrial Recommender Systems
  7 Oct 2023 0 repositories listed
• Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks
  3 Oct 2023 0 repositories listed
• Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras
  25 Sep 2023 0 repositories listed
• Enhancing Graph Collaborative Filtering via Uniformly Co-Clustered Intent Modeling
  22 Sep 2023 0 repositories listed
• Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective
  21 Sep 2023 0 repositories listed
• Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective
  21 Sep 2023 0 repositories listed
• Private Matrix Factorization with Public Item Features
  17 Sep 2023 0 repositories listed
• Interactive Graph Convolutional Filtering
  4 Sep 2023 0 repositories listed
• Pre-trained Neural Recommenders: A Transferable Zero-Shot Framework for Recommendation Systems
  3 Sep 2023 0 repositories listed
• Knowledge-grounded Natural Language Recommendation Explanation
  30 Aug 2023 0 repositories listed
• Multimodal Recommender Systems in the Prediction of Disease Comorbidity
  30 Aug 2023 0 repositories listed
• Network-Based Video Recommendation Using Viewing Patterns and Modularity Analysis: An Integrated Framework
  24 Aug 2023 0 repositories listed
• Adversarial Collaborative Filtering for Free
  20 Aug 2023 0 repositories listed
• Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph
  15 Aug 2023 0 repositories listed
• Cross-Attribute Matrix Factorization Model with Shared User Embedding
  14 Aug 2023 0 repositories listed
• MM-GEF: Multi-modal representation meet collaborative filtering
  14 Aug 2023 0 repositories listed
• UIPC-MF: User-Item Prototype Connection Matrix Factorization for Explainable Collaborative Filtering
  14 Aug 2023 0 repositories listed
• Unified Matrix Factorization with Dynamic Multi-view Clustering
  9 Aug 2023 0 repositories listed
• RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?
  8 Aug 2023 0 repositories listed
• UniRecSys: A Unified Framework for Personalized, Group, Package, and Package-to-Group Recommendations
  8 Aug 2023 0 repositories listed
• Adaptive Collaborative Filtering with Personalized Time Decay Functions for Financial Product Recommendation
  1 Aug 2023 0 repositories listed
• Collaborative filtering to capture AI user's preferences as norms
  1 Aug 2023 0 repositories listed
• Recommendation Unlearning via Matrix Correction
  29 Jul 2023 0 repositories listed
• Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences
  26 Jul 2023 0 repositories listed
• Sharpness-Aware Graph Collaborative Filtering
  18 Jul 2023 0 repositories listed
• Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search
  10 Jul 2023 0 repositories listed
• Embedding Mental Health Discourse for Community Recommendation
  8 Jul 2023 0 repositories listed
• Track Mix Generation on Music Streaming Services using Transformers
  6 Jul 2023 0 repositories listed
• Generative Job Recommendations with Large Language Model
  5 Jul 2023 0 repositories listed
• A Food Recommender System in Academic Environments Based on Machine Learning Models
  26 Jun 2023 0 repositories listed
• RecBaselines2023: a new dataset for choosing baselines for recommender models
  25 Jun 2023 0 repositories listed
• Cross-domain Recommender Systems via Multimodal Domain Adaptation
  24 Jun 2023 0 repositories listed
• Data augmentation and refinement for recommender system: A semi-supervised approach using maximum margin matrix factorization
  22 Jun 2023 0 repositories listed
• MB-HGCN: A Hierarchical Graph Convolutional Network for Multi-behavior Recommendation
  19 Jun 2023 0 repositories listed
• Representer Point Selection for Explaining Regularized High-dimensional Models
  31 May 2023 0 repositories listed
• The News Delivery Channel Recommendation Based on Granular Neural Network
  30 May 2023 0 repositories listed
• Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding
  23 May 2023 0 repositories listed
• Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
  19 May 2023 0 repositories listed
• Preference or Intent? Double Disentangled Collaborative Filtering
  18 May 2023 0 repositories listed
• Manipulating Visually-aware Federated Recommender Systems and Its Countermeasures
  14 May 2023 0 repositories listed
• Multi-View Interactive Collaborative Filtering
  14 May 2023 0 repositories listed
• Eye Tracking as a Source of Implicit Feedback in Recommender Systems: A Preliminary Analysis
  12 May 2023 0 repositories listed
• Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction
  10 May 2023 0 repositories listed
• WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering
  8 May 2023 0 repositories listed
• Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation
  23 Apr 2023 0 repositories listed
• Leveraging Deep Learning Techniques on Collaborative Filtering Recommender Systems
  18 Apr 2023 0 repositories listed
• The Future of ChatGPT-enabled Labor Market: A Preliminary Study in China
  14 Apr 2023 0 repositories listed
• Sequence-aware item recommendations for multiply repeated user-item interactions
  2 Apr 2023 0 repositories listed
• Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources
  21 Mar 2023 0 repositories listed
• Explaining the Performance of Collaborative Filtering Methods With Optimal Data Characteristics
  17 Mar 2023 0 repositories listed
• Fairness-aware Differentially Private Collaborative Filtering
  16 Mar 2023 0 repositories listed
• Kernel-CF: Collaborative filtering done right with social network analysis and kernel smoothing
  8 Mar 2023 0 repositories listed
• Creating Synthetic Datasets for Collaborative Filtering Recommender Systems using Generative Adversarial Networks
  2 Mar 2023 0 repositories listed
• Managing multi-facet bias in collaborative filtering recommender systems
  21 Feb 2023 0 repositories listed
• Multi-Behavior Graph Neural Networks for Recommender System
  17 Feb 2023 0 repositories listed
• Adversarial Online Collaborative Filtering
  11 Feb 2023 0 repositories listed
• Semi-decentralized Federated Ego Graph Learning for Recommendation
  10 Feb 2023 0 repositories listed
• Lorentz Equivariant Model for Knowledge-Enhanced Hyperbolic Collaborative Filtering
  9 Feb 2023 0 repositories listed
• Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction
  5 Feb 2023 0 repositories listed
• Personalized Graph Signal Processing for Collaborative Filtering
  4 Feb 2023 0 repositories listed
• KNNs of Semantic Encodings for Rating Prediction
  1 Feb 2023 0 repositories listed
• Job recommendations: benchmarking of collaborative filtering methods for classifieds
  19 Jan 2023 0 repositories listed
• Mitigating Human and Computer Opinion Fraud via Contrastive Learning
  8 Jan 2023 0 repositories listed
• Multidimensional Item Response Theory in the Style of Collaborative Filtering
  3 Jan 2023 0 repositories listed
• Ontology-based Context Aware Recommender System Application for Tourism
  29 Dec 2022 0 repositories listed
• What You Like: Generating Explainable Topical Recommendations for Twitter Using Social Annotations
  23 Dec 2022 0 repositories listed
• COLA: Improving Conversational Recommender Systems by Collaborative Augmentation
  15 Dec 2022 0 repositories listed
• Interactive Learning with Pricing for Optimal and Stable Allocations in Markets
  13 Dec 2022 0 repositories listed
• Movie Recommendation System using Composite Ranking
  30 Nov 2022 0 repositories listed
• Enhancing Recommender Systems: A Strategy to Mitigate False Negative Impact
  25 Nov 2022 0 repositories listed
• User-Specific Bicluster-based Collaborative Filtering: Handling Preference Locality, Sparsity and Subjectivity
  15 Nov 2022 0 repositories listed