Quanming Yao - Concepedia

Author

Quanming Yao

Hong Kong University of Science and Technology ORCID

Also Known As

He, Zhiqiang, Li, Dong, Qingqi Han, Quanming YAO, Quanming Yao, Tu, Wei-Wei, Wang, Yaqing, Yang, Hansi, Yao, Quanming, Yin, Nan

229

Publications

9.5K

Citations

H-Index

119

Concepts

All Affiliations

Hong Kong University of Science and Technology Tsinghua University University of Hong Kong Baidu (China)

About

Quanming Yao is an author at Hong Kong University of Science and Technology specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	32	51	5.7K
2	Business	6	6	763
3	Management	3	3	245
4	Health Sciences	2	2	200
5	Language Studies	1	1	52

Quanming Yao

Publications

6.6K

Citations

H-Index

Page 1

	Year	Citations
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Bo Han, Quanming Yao, Xingrui Yu, Neural Information Processing Systems Artificial IntelligenceExtremely Noisy LabelsDeep Neural NetworksEngineeringMachine Learning	2018	1.2K
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang, Quanming Yao, James T. Kwok, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningMultiple Instance LearningEngineeringMachine Learning	2019	799
Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks Huan Zhao, Quanming Yao, Jianda Li, EngineeringMachine LearningNetwork AnalysisText MiningNatural Language Processing	2017	574
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Bo Han, Quanming Yao, Xingrui Yu, arXiv (Cornell University) Artificial IntelligenceExtremely Noisy LabelsDeep Neural NetworksEngineeringMachine Learning	2018	452
Automated Machine Learning: From Principles to Practices Zhenqian Shen, Yongqi Zhang, Lanning Wei, arXiv (Cornell University)	2018	259
Taking Human out of Learning Applications: A Survey on Automated Machine Learning Quanming Yao, Mengshuo Wang, Hugo Jair Escalante, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAutoml Problem	2018	221
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising Wei He, Quanming Yao, Chao Li, EngineeringNon-local Low-rank DenoisingLocalizationEarth ScienceImage Analysis	2019	182
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Image Restoration Wei He, Quanming Yao, Chao Li, IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringHsi RestorationMultispectral ImagingHsi DenoisingSparse Imaging	2020	178
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding Yongqi Zhang, Quanming Yao, Yingxia Shao, Artificial IntelligenceEngineeringMachine LearningKnowledge ExtractionSemantic Web	2019	128
Loss-aware Binarization of Deep Networks Lu Hou, Quanming Yao, James T. Kwok arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkMachine VisionMachine LearningImage Analysis	2016	112

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