Fusing semantic and structural representations for attributed community search

doi:10.1016/j.inffus.2026.104575

2026-06-28

PRE

DOI：10.1016/j.inffus.2026.104575

原文链接

原文求助

摘要

En 中文

• 提出了一种用于带属性社区搜索的有效框架。 • 采用双流架构以提高搜索效率。 • 设计了一种新颖的混合游走策略以增强表示学习。 • 设计了统一编码器以融合多模态嵌入。

Keyword:

Attributed community search

Multimodal information fusion

Multimodal embedding

Representation learning

期刊

Information Fusion

IF:

15.5

论文数:

4.2K

被引数:

2.7W

机构

暂无机构信息

引用论文

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network 递归神经网络 (RNN) 和长短期记忆 (LSTM) 网络的基本原理

Physica D: Nonlinear Phenomena

IF0

2020-03-01

OAAI

Alex Sherstinsky

Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications 解释深度神经网络及其以后: 方法和应用综述

PROCEEDINGS OF THE IEEE

IF25.9

2021-03-01

575

OAAI

Samek, Wojciech; Montavon, Gregoire; Lapuschkin, Sebastian; Anders, Christopher J.; Mueller, Klaus-Robert

ICS-GNN

Proceedings of the VLDB Endowment

IF0

2021-04-12

PREAI

Jun Gao; Jiazun Chen; Zhao Li; Ji Zhang

Query driven-graph neural networks for community search

Proceedings of the VLDB Endowment

IF0

2022-06-22

PREAI

Yuli Jiang; Yu Rong; Hong Cheng; Xin Huang; Kangfei Zhao; Junzhou Huang

A Deep Semi-Supervised Community Detection Based on Point-Wise Mutual Information

IEEE Transactions on Computational Social Systems

IF0

2024-06-01

PREAI

Kamal Berahmand; Yuefeng Li; Yue Xu

Training Language Models to Follow Instructions with Human Feedback 通过人类反馈训练语言模型以遵循指令

Advances in Neural Information Processing Systems 35

IF0

2022-01-01

PREAI

Agarwal,Sandhini; Almeida,Diogo; Askell,Amanda; Christiano,Paul; Hilton,Jacob; Jiang,Xu; Kelton,Fraser; Leike,Jan; Lowe,Ryan; Miller,Luke; Mishkin,Pamela; Ouyang,Long; Ray,Alex; Schulman,John; Simens,Maddie; Slama,Katarina; Wainwright,Carroll; Welinder,Peter; Wu,Jeffrey; Zhang,Chong

FirmTruss Community Search in Multilayer Networks

IF0

2023-01-23

PREAI

Ali Behrouz; Farnoosh Hashemi; Laks V. S. Lakshmanan

Attribute-driven community search

Proceedings of the VLDB Endowment

IF0

2017-05-01

PREAI

Xin Huang; Laks V. S. Lakshmanan

Neural attributed community search at billion scale 十亿规模下的神经属性社区搜索