Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity

High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach, Andreas Blattmann, Dominik Lorenz et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 12.1K citations

Engineering, Machine Learning, Latent Diffusion Models +21

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.4K citations

Engineering, Machine Learning, Matrix Factorization Models +17

Neural Collaborative Filtering

Xiangnan He, Lizi Liao, Hanwang Zhang et al. · 2017 · 6.4K citations · Full text

Artificial Intelligence, Deep Neural Networks, Engineering +12

LightGCN

Xiangnan He, Kuan Deng, Xiang Wang et al. · 2020 · 3.8K citations

Graph Neural Network, Engineering, Graph Theory +11

Neural Graph Collaborative Filtering

2019 · 2.9K citations · Full text

Graph Neural Network, Engineering, Machine Learning +12