OMG: Towards Effective Graph Classification Against Label Noise

Author:

Yin Nan1ORCID,Shen Li2ORCID,Wang Mengzhu3ORCID,Luo Xiao4ORCID,Luo Zhigang3ORCID,Tao Dacheng5ORCID

Affiliation:

1. Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE

2. JD Explore Academy, Beijing, China

3. National University of Defense Technology, Changsha, Hunan, China

4. University of California, Los Angeles, CA, USA

5. University of Sydney, Camperdown, NSW, Australia

Funder

Science and Technology Innovation 2030

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Computer Science Applications,Information Systems

Reference77 articles.

1. Weisfeiler-Lehman graph kernels;shervashidze;J Mach Learn Res,2011

2. Bootstrap your own latent-a new approach to self-supervised learning;grill;Proc Int Conf Learn Representations,2021

3. Shortest-Path Kernels on Graphs

4. Expectation pooling: an effective and interpretable pooling method for predicting DNA–protein binding

5. Understanding deep learning (still) requires rethinking generalization

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