Browse State-of-the-Art › Collaborative Filtering › Papers, page 5

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 5 of 14: papers 401 to 500 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.

• Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks
  1 Jun 2019 1 repository listed
• On the Effectiveness of Low-rank Approximations for Collaborative Filtering compared to Neural Networks
  30 May 2019 1 repository listed
• Compositional Coding for Collaborative Filtering
  9 May 2019 1 repository listed
• Variational Autoencoders for Sparse and Overdispersed Discrete Data
  2 May 2019 1 repository listed
• Adaptive Matrix Completion for the Users and the Items in Tail
  22 Apr 2019 1 repository listed
• Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems
  25 Mar 2019 1 repository listed
• A Survey on Session-based Recommender Systems
  13 Feb 2019 1 repository listed
• Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System
  29 Jan 2019 1 repository listed
• Learning Vertex Representations for Bipartite Networks
  16 Jan 2019 1 repository listed
• Hybrid Recommender Systems: A Systematic Literature Review
  12 Jan 2019 1 repository listed
• Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews
  19 Dec 2018 1 repository listed
• Movie Recommendation System using Sentiment Analysis from Microblogging Data
  27 Nov 2018 1 repository listed
• MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation
  20 Nov 2018 1 repository listed
• Deep Item-based Collaborative Filtering for Top-N Recommendation
  11 Nov 2018 1 repository listed
• Leveraging Virtual and Real Person for Unsupervised Person Re-identification
  5 Nov 2018 1 repository listed
• Predicting computational reproducibility of data analysis pipelines in large population studies using collaborative filtering
  26 Sep 2018 1 repository listed
• Learning Consumer and Producer Embeddings for User-Generated Content Recommendation
  25 Sep 2018 1 repository listed
• A Novel Deterministic Framework for Non-probabilistic Recommender Systems
  2 Sep 2018 1 repository listed
• Spectral Collaborative Filtering
  30 Aug 2018 1 repository listed
• Towards Large Scale Training Of Autoencoders For Collaborative Filtering
  30 Aug 2018 1 repository listed
• Outer Product-based Neural Collaborative Filtering
  12 Aug 2018 1 repository listed
• Matrix Factorization on GPUs with Memory Optimization and Approximate Computing
  11 Aug 2018 1 repository listed
• OBOE: Collaborative Filtering for AutoML Model Selection
  9 Aug 2018 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• An Ontology-Based Recommender System with an Application to the Star Trek Television Franchise
  31 Jul 2018 1 repository listed
• Personalizing Similar Product Recommendations in Fashion E-commerce
  29 Jun 2018 1 repository listed
• Next Check-ins Prediction via History and Friendship on Location-Based Social Networks
  25 Jun 2018 1 repository listed
• NPE: Neural Personalized Embedding for Collaborative Filtering
  17 May 2018 1 repository listed
• Learning over Knowledge-Base Embeddings for Recommendation
  17 Mar 2018 1 repository listed
• Deep Models of Interactions Across Sets
  7 Mar 2018 1 repository listed
• CityTransfer: Transferring Inter- and Intra-City Knowledge for Chain Store Site Recommendation based on Multi-Source Urban Data
  8 Jan 2018 1 repository listed
• Side Information Fusion for Recommender Systems over Heterogeneous Information Network
  8 Jan 2018 1 repository listed
• Matrix Norm Estimation from a Few Entries
  1 Dec 2017 1 repository listed
• Mixture-Rank Matrix Approximation for Collaborative Filtering
  1 Dec 2017 1 repository listed
• Hybrid Collaborative Recommendation via Semi-AutoEncoder
  16 Aug 2017 1 repository listed
• The Sample Complexity of Online One-Class Collaborative Filtering
  31 May 2017 1 repository listed
• Beyond Parity: Fairness Objectives for Collaborative Filtering
  24 May 2017 1 repository listed
• Probabilistic Matrix Factorization for Automated Machine Learning
  15 May 2017 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems
  29 Apr 2017 1 repository listed
• Predicting Pairwise Relations with Neural Similarity Encoders
  6 Feb 2017 1 repository listed
• Collaborative Filtering with User-Item Co-Autoregressive Models
  21 Dec 2016 1 repository listed
• Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation
  17 Dec 2016 1 repository listed
• Top-N Recommendation on Graphs
  27 Sep 2016 1 repository listed
• Dictionary Learning for Massive Matrix Factorization
  3 May 2016 1 repository listed
• Accurate and scalable social recommendation using mixed-membership stochastic block models
  5 Apr 2016 1 repository listed
• Hybrid Collaborative Filtering with Autoencoders
  2 Mar 2016 1 repository listed
• Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark
  10 Jan 2016 1 repository listed
• Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation
  8 Jan 2016 1 repository listed
• Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization
  3 Dec 2015 1 repository listed
• Modeling User Exposure in Recommendation
  23 Oct 2015 1 repository listed
• Dynamic Matrix Factorization with Priors on Unknown Values
  23 Jul 2015 1 repository listed
• Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons
  16 Jul 2015 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Attention Please! A Hybrid Resource Recommender Mimicking Attention-Interpretation Dynamics
  30 Jan 2015 1 repository listed
• Collaborative Deep Learning for Recommender Systems
  10 Sep 2014 1 repository listed
• A Random Walk Approach to Selectional Preferences Based on Preference Ranking and Propagation
  1 Aug 2013 1 repository listed
• Collaborative Filtering and the Missing at Random Assumption
  20 Jun 2012 1 repository listed
• Robust PCA via Outlier Pursuit
  20 Oct 2010 1 repository listed
• A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion
  27 Oct 2009 1 repository listed
• Matrix Completion from Noisy Entries
  11 Jun 2009 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Empirical Evaluation of Four Tensor Decomposition Algorithms
  13 Nov 2007 1 repository listed
• Restricted Boltzmann Machines for Collaborative Filtering
  7 Jun 2007 1 repository listed
• Slope One Predictors for Online Rating-Based Collaborative Filtering
  24 Feb 2007 1 repository listed
• SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
  17 Jul 2025 0 repositories listed
• CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models
  14 Jun 2025 0 repositories listed
• Bridging the Gap Between Semantic and User Preference Spaces for Multi-modal Music Representation Learning
  29 May 2025 0 repositories listed
• Light distillation for Incremental Graph Convolution Collaborative Filtering
  26 May 2025 0 repositories listed
• Lightweight Embeddings with Graph Rewiring for Collaborative Filtering
  25 May 2025 0 repositories listed
• Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning
  19 May 2025 0 repositories listed
• On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
  16 May 2025 0 repositories listed
• User and Recommender Behavior Over Time: Contextualizing Activity, Effectiveness, Diversity, and Fairness in Book Recommendation
  7 May 2025 0 repositories listed
• Preserving Privacy and Utility in LLM-Based Product Recommendations
  2 May 2025 0 repositories listed
• Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat
  30 Apr 2025 0 repositories listed
• Optimal Sequential Recommendations: Exploiting User and Item Structure
  28 Apr 2025 0 repositories listed
• Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge
  14 Apr 2025 0 repositories listed
• Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
  14 Apr 2025 0 repositories listed
• Graph-based Diffusion Model for Collaborative Filtering
  7 Apr 2025 0 repositories listed
• Efficient Evaluation of Large Language Models via Collaborative Filtering
  5 Apr 2025 0 repositories listed
• Shallow AutoEncoding Recommender with Cold Start Handling via Side Features
  3 Apr 2025 0 repositories listed
• Graphs are everywhere -- Psst! In Music Recommendation too
  3 Apr 2025 0 repositories listed
• DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents
  31 Mar 2025 0 repositories listed
• CombiGCN: An effective GCN model for Recommender System
  27 Mar 2025 0 repositories listed
• BeLightRec: A lightweight recommender system enhanced with BERT
  26 Mar 2025 0 repositories listed
• Beyond Relevance: An Adaptive Exploration-Based Framework for Personalized Recommendations
  25 Mar 2025 0 repositories listed
• Diffusion-augmented Graph Contrastive Learning for Collaborative Filter
  20 Mar 2025 0 repositories listed
• Weighted Tensor Decompositions for Context-aware Collaborative Filtering
  11 Mar 2025 0 repositories listed
• When Should we Expect Non-Decreasing Returns from Data in Prediction Tasks?
  5 Mar 2025 0 repositories listed
• CoPL: Collaborative Preference Learning for Personalizing LLMs
  3 Mar 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample)
• LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
  3 Mar 2025 0 repositories listed
• HI-Series Algorithms A Hybrid of Substance Diffusion Algorithm and Collaborative Filtering
  3 Mar 2025 0 repositories listed
• Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis
  27 Feb 2025 0 repositories listed
• Training Large Recommendation Models via Graph-Language Token Alignment
  26 Feb 2025 0 repositories listed
• Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation
  22 Feb 2025 0 repositories listed
• SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
  20 Feb 2025 0 repositories listed
• Order-agnostic Identifier for Large Language Model-based Generative Recommendation
  15 Feb 2025 0 repositories listed
• Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights
  13 Feb 2025 0 repositories listed
• MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling
  1 Feb 2025 0 repositories listed
• Hypergraph Diffusion for High-Order Recommender Systems
  28 Jan 2025 0 repositories listed
• AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion
  23 Jan 2025 0 repositories listed
• Enhancing User Intent for Recommendation Systems via Large Language Models
  18 Jan 2025 0 repositories listed
• KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion
  7 Jan 2025 0 repositories listed
• The Application of Large Language Models in Recommendation Systems
  4 Jan 2025 0 repositories listed

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.