Graph entropy minimization for semi-supervised node classification

Yi Luo

doi:10.1016/j.neucom.2025.132359

2025-12-10

PRE

DOI：10.1016/j.neucom.2025.132359

原文链接

原文求助

摘要

En 中文

• 我们证明了熵最小化有助于图中的信息传播。 • 我们提出了准确、内存高效且快速的节点分类器。 • 我们同时解决了节点分类中的多个实际关注问题。

期刊

Neurocomputing

IF:

6.5

论文数:

2.5W

被引数:

6.5W

机构

university of electronic science and technology of china

学者数:

1.3W

论文数: 4.8K

被引数: 4

引用论文

Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 图卷积网络高效训练的抽样方法综述

IEEE-CAA JOURNAL OF AUTOMATICA SINICA

IF19.2

2022-02-01

OAAI

Liu, Xin; Yan, Mingyu; Deng, Lei; Li, Guoqi; Ye, Xiaochun; Fan, Dongrui

Knowledge Distillation: A Survey 知识蒸馏: 一项调查

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2021-03-22

1.5K

PREAI

Gou, Jianping; Yu, Baosheng; Maybank, Stephen J.; Tao, Dacheng

Accelerating large scale real-time GNN inference using channel pruning

Proceedings of the VLDB Endowment

IF0

2021-10-22

OAAI

Hongkuan Zhou; Ajitesh Srivastava; Hanqing Zeng; Rajgopal Kannan; Viktor Prasanna

Self-Supervised Learning on Graphs: Contrastive, Generative, or Predictive

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-04-01

OAAI

Wu, Lirong; Lin, Haitao; Tan, Cheng; Gao, Zhangyang; Li, Stan Z.

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal 关于图类型的知识图推理的综述: 静态，动态和多模态

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF0

2024-12-01

OAAI

Ke Liang; Lingyuan Meng; Meng Liu; Yue Liu; Wenxuan Tu; Siwei Wang; Sihang Zhou; Xinwang Liu; Fuchun Sun; Kunlun He

Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting 通过图结构自对比学习mlp上的图结构信息建模

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Wu, Lirong; Lin, Haitao; Zhao, Guojiang; Tan, Cheng; Li, Stan Z.

A Teacher-Free Graph Knowledge Distillation Framework With Dual Self-Distillation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-09-01

OAAI

Wu, Lirong; Lin, Haitao; Gao, Zhangyang; Zhao, Guojiang; Li, Stan Z.

Edge convolutional networks: Decomposing graph convolutional networks for stochastic training with independent edges

NEUROCOMPUTING

IF6.5

2023-09-01

PREAI

Luo, Yi; Huang, Yan; Luo, Guangchun; Qin, Ke; Chen, Aiguo

Dual Test-Time Training for Out-of-Distribution Recommender System 双测试时训练用于分布外推荐系统

IEEE Transactions on Knowledge and Data Engineering

IF0

2025-06-01

PREAI

Xihong Yang; Yiqi Wang; Jin Chen; Wenqi Fan; Xiangyu Zhao; En Zhu; Xinwang Liu; Defu Lian

Multi-view Riemannian manifolds fusion enhancement for knowledge graph completion 多视图黎曼流形融合增强知识图谱补全

IF0

2025-01-01

PREAI

Linyu Li; Zhi Jin; Xuan Zhang; Haoran Duan; Jishu Wang; Zhengwei Tao; Haiyan Zhao; Xiaofeng Zhu

查看更多内容