Latent Structure Mining with Contrastive Modality Fusion for Multimedia
Recommendation

Latent Structure Mining with Contrastive Modality Fusion for Multimedia Recommendation

1 November 2021

Liang Wang

Papers citing "Latent Structure Mining with Contrastive Modality Fusion for Multimedia Recommendation"

13 / 13 papers shown

Title
Learning Item Representations Directly from Multimodal Features for Effective Recommendation Xin Zhou Xiaoxiong Zhang Dusit Niyato Zhiqi Shen 49 0 0 08 May 2025
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation Run Ling W. Wang Yuting Liu G. Guo Linying Jiang Xingwei Wang DiffM 52 0 0 03 May 2025
Modality Reliability Guided Multimodal Recommendation Xue Dong Xuemeng Song Na Zheng Sicheng Zhao Guiguang Ding NoLa 38 0 0 23 Apr 2025
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation Guojiao Lin Zhen Meng Dongjie Wang Qingqing Long Yuanchun Zhou Meng Xiao 32 2 0 17 Jul 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 37 1 0 01 Jun 2024
Multimodality Invariant Learning for Multimedia-Based New Item Recommendation Haoyue Bai Le Wu Min Hou Miaomiao Cai Zhuangzhuang He Yuyang Zhou Richang Hong Meng Wang 37 9 0 28 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 24 9 0 04 Apr 2024
Stealthy Attack on Large Language Model based Recommendation Jinghao Zhang Yuting Liu Qiang Liu Shu Wu Guibing Guo Liang Wang 27 13 0 18 Feb 2024
Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models Yuqing Liu Yu Wang Lichao Sun Philip S. Yu 12 6 0 13 Feb 2024
Mining Stable Preferences: Adaptive Modality Decorrelation for Multimedia Recommendation Jinghao Zhang Qiang Liu Shu Wu Liang Wang 16 8 0 25 Jun 2023
Multimodal Recommender Systems: A Survey Qidong Liu Jiaxi Hu Yutian Xiao Jingtong Gao Xiang Zhao 17 30 0 08 Feb 2023
Social Recommendation with Self-Supervised Metagraph Informax Network Xiaoling Long Chao Huang Yong-mei Xu Huance Xu Peng Dai Lianghao Xia Liefeng Bo 42 86 0 08 Oct 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 47 438 0 09 Feb 2021