arrow
返回

M2GRec: An efficient sequential recommendation model combining mamba and multi-task graph learning

delete2026-01-20
delete0
PRE
AI
R
Ruiqin Wang
Y
Yifan Wang
W
Wanshu Zhang
李明 封面图
李明 (Ming Li)
DOI:10.1016/j.eswa.2026.131219delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• Adaptive masking reconstructs item-item graphs to enhance feature generalization. • Message passing updates user-item graph to capture multi-level relational features. • Mamba sequence modeling with multi-task learning improves recommendation results.

期刊

Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
3.0W
被引数:
10.2W

机构

H
huzhou university
学者数:
1.1K
论文数: 479
被引数: 0
Z
zhejiang normal university
学者数:
3.2K
论文数: 1.2K
被引数: 0
引用论文

引用论文

Deep learning in citation recommendation models survey深度学习在引文推荐模型中的应用综述
err2020-12-01
err60
PREAI
errAli, Zafar; Kefalas, Pavlos; Muhammad, Khan; Ali, Bahadar; Imran, Muhammad
err分享
err收藏
Improved paper recommendation model incorporating knowledge graph embedding with IRGAN model
err2025-12-31
err0
PREAI
errThierry,Nimbeshaho; Christ Chatelain,Ingabire Batamira; Ali,Zafar; Kefalas,Pavlos
err分享
err收藏