A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future
Directions

A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions

7 August 2021

Ruohan Zhang

Papers citing "A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions"

17 / 17 papers shown

Title
A Survey of Cross-domain Graph Learning: Progress and Future Directions Haihong Zhao Chenyi Zi Aochuan Chen Jia Li 67 0 0 14 Mar 2025
Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation Weiming Liu Chaochao Chen J. Xu Xinting Liao Fan Wang Xiaolin Zheng Zhihui Fu Ruiguang Pei Jun Wang 53 0 0 22 Feb 2025
A Centralized-Distributed Transfer Model for Cross-Domain Recommendation Based on Multi-Source Heterogeneous Transfer Learning Ke Xu Ziliang Wang Wei Zheng Yuhao Ma Chenglin Wang Nengxue Jiang Cai Cao 50 4 0 14 Nov 2024
Federated Graph Learning for Cross-Domain Recommendation Ziqi Yang Zhaopeng Peng Zihui Wang Jianzhong Qi Chaochao Chen Weike Pan Chenglu Wen Cheng-Yu Wang Xiaoliang Fan FedML 29 1 0 10 Oct 2024
Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization Abdulaziz Samra Evgeney Frolov Alexey Vasilev Alexander Grigorievskiy Anton Vakhrushev 32 3 0 23 Sep 2024
FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation Li Wang Qiang Wu Min Xu 22 1 0 05 Sep 2024
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach Chuang Zhao Hongke Zhao Ming He Xiaomeng Li Jianping Fan 32 0 0 24 Jun 2024
Your decision path does matter in pre-training industrial recommenders with multi-source behaviors Chunjing Gan Binbin Hu Bo Huang Ziqi Liu Jian Ma Zhiqiang Zhang Wenliang Zhong Jun Zhou 39 0 0 27 May 2024
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework Zijian Zhang Shuchang Liu Jiaao Yu Qingpeng Cai Xiangyu Zhao ... Qidong Liu Hongwei Zhao Lantao Hu Peng Jiang Kun Gai 34 16 0 29 Apr 2024
Diffusion Cross-domain Recommendation Yuner Xuan DiffM 41 3 0 03 Feb 2024
MeKB-Rec: Personal Knowledge Graph Learning for Cross-Domain Recommendation Xin Su Yao Zhou Zifei Shan Qian Chen 6 0 0 17 Oct 2023
RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents Yubo Shu Haonan Zhang Hansu Gu Peng Zhang T. Lu Dongsheng Li Ning Gu 27 14 0 19 Aug 2023
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce Juan Gong Zhe Chen Chao Ma Zhuojian Xiao Hong Wang Guoyu Tang Lin Liu Sulong Xu Bo Long Yunjiang Jiang 16 4 0 08 Jun 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 22 299 0 15 May 2023
Cross-domain recommendation via user interest alignment Chuang Zhao Hongke Zhao Ming He Jian Zhang Jianping Fan 15 64 0 26 Jan 2023
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 37 22 0 20 Sep 2021
Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations Dilruk Perera Roger Zimmermann MLAU 40 9 0 25 Aug 2020