Multimodal Recommender Systems: A Survey

Multimodal Recommender Systems: A Survey

8 February 2023

Papers citing "Multimodal Recommender Systems: A Survey"

11 / 11 papers shown

Title
Learning Item Representations Directly from Multimodal Features for Effective Recommendation Xin Zhou Xiaoxiong Zhang Dusit Niyato Zhiqi Shen 51 0 0 08 May 2025
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge Junjie Zhou OffRL 14 0 0 26 Apr 2025
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 32 1 0 02 Apr 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Q. Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Bill Xu Feng Tian 28 0 0 31 Dec 2024
GPRec: Bi-level User Modeling for Deep Recommenders Yejing Wang Dong Xu Xiangyu Zhao Zhiren Mao Peng Xiang Ling Yan Yao Hu Zijian Zhang Xuetao Wei Q. Liu 35 3 0 28 Oct 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 35 1 0 28 May 2024
UMAIR-FPS: User-aware Multi-modal Animation Illustration Recommendation Fusion with Painting Style Yan Kang Hao Lin Mingjian Yang Shin-Jye Lee 13 0 0 16 Feb 2024
Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging Rachel M. Harrison Anton Dereventsov A. Bibin 13 9 0 02 Sep 2023
VLSNR:Vision-Linguistics Coordination Time Sequence-aware News Recommendation Songhao Han Wei Huang Xiaotian Luan Beihang University AI4TS 28 3 0 06 Oct 2022
Mining Latent Structures for Multimedia Recommendation Jinghao Zhang Yanqiao Zhu Qiang Liu Shu Wu Shuhui Wang Liang Wang BDL 59 184 0 19 Apr 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013