Work

Handling Over-Smoothing and Over-Squashing in Graph Convolution With Maximization Operation

Year: 2024

Type: article

Source: IEEE Transactions on Neural Networks and Learning Systems

DOI: 10.1109/tnnls.2024.3442270

Authors: Dazhong Shen, Chuan Qin, Qi Zhang, Hengshu Zhu, Hui Xiong

Institutions: Shanghai Artificial Intelligence Laboratory, Tsinghua University, Chinese Academy of Sciences, Computer Network Information Center, The Hong Kong University of Science and Technology (Guangzhou)

Language: English

Topic: Advanced Graph Neural Networks

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, China Postdoctoral Science Foundation, Bureau of Education of Guangzhou Municipality, National Key Research and Development Program of China

Awards: G1782397203, G2589200640, G350451526, G976634600

OpenAlex ID: W4402302050

FWCI: 2.504

Cites: 82

Cited by: 17

Related to: 10