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

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

22 April 2024

Jin-Duk Park

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

9 / 9 papers shown

Title
Diffusion-augmented Graph Contrastive Learning for Collaborative Filter Fan Huang Wei Wang DiffM 67 0 0 20 Mar 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 33 0 0 28 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 87 2 0 20 Feb 2025
Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation Jin-Duk Park Jaemin Yoo Won-Yong Shin 71 1 0 13 Feb 2025
S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain Rui Xia Yanhua Cheng Yongxiang Tang Xiaocheng Liu Xialong Liu Lisong Wang Peng Jiang DiffM 33 0 0 03 Jan 2025
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing Haiping Ma Aoqing Xia Changqian Wang Hai Wang Xingyi Zhang DiffM 73 1 0 19 Nov 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 57 1 0 17 Oct 2024
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Jin-Duk Park Kyung-Min Kim Won-Yong Shin KELM CLL 20 3 0 25 Aug 2024
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021