Collaborative Filtering

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1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

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  1. BMND: Direct Poisson Denoising by N-Dimensional Block Matching and Collaborative Filtering

    Sep 28, 2026Christof Duhme, Lars Schiefelbein, Florian Büther +1Iterative Denoising MethodsPoisson

    University of Münster

  2. Recovering Expert Critic-Sourced Network Adjacency between Musical Artists from Acoustic Distributions: A Construct-Validity Approach

    Aug 27, 2026Elena Badillo-Goicoechea, Fengfeng HeCollaborative FilteringSymbolic Music Generation

    University of Chicago Chicago, Illinois, USA

  3. FedCGR: Federated Cross-Domain Generative Recommendation

    Aug 11, 2026Zhuodong Liu, Hugen Lv, Xiangyu Li +2Collaborative FilteringFedavg

    Beijing Jiaotong University China · Shanghai Jiao Tong University China · University of Malaya Malaysia +1

  4. DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering

    Aug 10, 2026Guanqun Yang, Tong Qi, Xiaoxue HanCollaborative Filtering

    Stevens Institute of Technology Hoboken, NJ, USA · University of Maryland, College Park College Park, MD, USA

  5. Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity

    Aug 4, 2026Anjun Hu, Hanting Xie, Saranya Govindan +2Collaborative FilteringDiverse Attacks

    University of Oxford · Amazon

  6. X-KGRank: A Knowledge Graph RAG Framework for Explainable Recommendations via Pattern Mining and LLM Re-Ranking

    Aug 3, 2026Meenakshi Rajpurohit, Jainish PatelCollaborative FilteringLarge Language Model Reranking

    Dept. of Computer Engineering San Jose State University San Jose, CA, USA

  7. Integrating Factual and Normative Industrial Knowledge via Constraint-Aware Graph Attention for Process Plan Recommendation

    Jul 27, 2026Yuntong Chen, Yingqi Li, Yingying Xiao +5Collaborative FilteringPlanner Agent

    School of Mechanical Engineering, Northwestern Polytechnical University, Xi’an, Shaanxi, 710072, China · State Key Laboratory of Complex Product Intelligent Manufacturing System Technology, Beijing Institute of Electronic System Engineering, Beijing, 100854, China

  8. Serving the Long Tail: Training-Free LLM Candidate Generation for Vacation Rental Marketplaces

    Jul 10, 2026Syed Mohammed Arshad Zaidi, Eric Rincon, Shayan HassantabarCollaborative FilteringApproximate Nearest-Neighbor Search

    Expedia Group Austin, Texas, USA

  9. TailorMind: Towards Preference-Aligned Multimodal Content Generation

    Jun 22, 2026Hengji Zhou, Ye Liu, Yufeng Liu +3Multimodal GenerationMulti-Modal Data

    1South China University of Technology · 2Harbin Institute of Technology, Shenzhen

  10. Memory Is No Longer a Bottleneck: Memory-Efficient Graph Filtering for Scalable Collaborative Filtering

    Jun 19, 2026Jin-Duk Park, Won-Yong ShinCollaborative FilteringSolver Iterations

    School of Mathematics and Computing (Computational Science and Engineering), Yonsei University, Seoul 03722, Republic of Korea

  11. Mood-Aware Music Recommendation: Integrating User Affective Signals into Ranking Systems

    Jun 11, 2026Terence Zeng, Abhishek K. UmrawalCollaborative FilteringAffective Computing

    University of Illinois Urbana-Champaign, Urbana, Illinois 61801, USA

  12. Acting on the Unseen: Communication-Free Collaborative Filtering for Decentralized Multi-Robot Task Allocation

    May 25, 2026Alexander Apartsin, Yigal Meshulam, Yehudit ApersteinMulti-Robot SystemsCollaborative Filtering

    Holon Institute of Technology, Holon, Israel. · Afeka Tel Aviv Academic College of Engineering, Tel Aviv, Israel

  13. An Interpretable CF-RL-TOPSIS Fusion Model for Skills-Aware Talent Recommendation

    May 22, 2026Özkan CanayJobsCollaborative Filtering

    aSakarya University, Department of Information Systems and Technologies, Faculty of Computer and Information Sciences, Sakarya, Türkiye

  14. Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering

    May 15, 2026Jiachen Zhu, Zhuoying Ou, Congmin Zheng +9Collaborative FilteringRecommendation

    Shanghai Jiao Tong Univ. · Univ. College London · Carnegie Mellon Univ. +1

  15. Debiasing Message Passing to Mitigate Popularity Bias in GNN-based Collaborative Filtering

    May 11, 2026Md Aminul Islam, Ahmed Sayeed Faruk, Sourav Medya +1Collaborative FilteringGnn-Based Detectors

    University of Illinois Chicago

  16. Dynamic Graph with Similarity-Aware Attention Graph Neural Network for Recommender Systems

    May 2, 2026Aadarsh Senapati, Neha Kujur, Vivek YelletiInterleaved Graph AttentionCollaborative Filtering

    Department of Computer Science and Engineering, SRM University Andhra Pradesh, Mangalagiri, Andhra Pradesh 522502, India

  17. A Gated Hybrid Contrastive Collaborative Filtering Recommendation

    Apr 29, 2026Eduardo Ferreira da Silva, Mayki dos Santos Oliveira, Joel Machado Pires +6Collaborative FilteringRecommendation

    Institute of Computing, Federal University of Bahia, Salvador, Bahia, Brazil. · Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada.

  18. Collaborative Filtering Through Weighted Similarities of User and Item Embeddings

    Apr 16, 2026Pedro R. Pires, Rafael T. Sereicikas, Gregorio F. Azevedo +1Collaborative FilteringRecommendation Quality

    Federal University of São Carlos

  19. Restricted Bernoulli Matrix Factorization: Balancing the trade-off between prediction accuracy and coverage in classification based collaborative filtering

    Oct 5, 2022Ángel González-Prieto, Abraham Gutiérrez, Fernando Ortega +1Collaborative FilteringRestricted Bernoulli Matrix Factorization

    Departamento de Algebra, Geometria y Topologia, Universidad Complutense de Madrid · Instituto de Ciencias Matematicas (CSIC-UAM-UCM-UC3M) · KNODIS Research Group, Universidad Politecnica de Madrid +1

  20. LLMAR: A Tuning-Free Recommendation Framework for Sparse and Text-Rich Industrial Domains

    Date pendingRyogo Hishikawa, Ichiro Kataoka, Shinya YudaCollaborative FilteringLLM Reasoning Strategies

    Hitachi, Ltd. Research and Development Group Hitachi, Ibaraki, Japan · Hitachi Power Solutions Co., Ltd. Hitachi, Ibaraki, Japan