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

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Teacher-Free Graph Knowledge Distillation Framework With Dual Self-Distillation;IEEE Transactions on Knowledge and Data Engineering;2024-09

2. Label noise correction for crowdsourcing using dynamic resampling;Engineering Applications of Artificial Intelligence;2024-07

3. Domain Adaptive Graph Classification;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. Knowledge-Augmented Interpretable Network for Zero-Shot Stance Detection on Social Media;IEEE Transactions on Computational Social Systems;2024

5. Transfer Learning for Dynamic Community Knowledge Detection Based on Dual-Population Cooperation and Competition;IEEE Transactions on Computational Social Systems;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3