Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation

20 May 2025

Papers citing "Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation"

8 / 8 papers shown

Title
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 235 3 0 17 Jan 2025
BRIDGE: Bundle Recommendation via Instruction-Driven Generation Tuan-Nghia Bui Huy-Son Nguyen Cam-Van Nguyen Thi Hoang-Quynh Le Duc-Trong Le 48 1 0 24 Dec 2024
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning Huy-Son Nguyen Tuan-Nghia Bui Long-Hai Nguyen Hoang Manh-Hung Cam-Van Thi Nguyen Hoang-Quynh Le Duc-Trong Le 62 1 0 13 Aug 2024
Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating Hyunsik Jeon Jong-eun Lee Jeongin Yun U. Kang 70 9 0 05 Oct 2023
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.1K 18,549 0 19 Jun 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 213 3,732 0 06 Feb 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 986 133,586 0 12 Jun 2017
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 169 5,755 0 09 May 2012