Quanming Yao

Citata da

	Tutte	Dal 2016
Citazioni	1544	1533
Indice H	19	18
i10-index	24	24

860

430

215

645

20162017201820192020202130 42 171 365 857 61

Coautori

James T. KwokProfessor of Computer Science and Engineering, Hong Kong University of Science and TechnologyEmail verificata su cse.ust.hk
Gang NiuRIKEN Center for Advanced Intelligence ProjectEmail verificata su postman.riken.jp
Bo HanHKBU / RIKENEmail verificata su comp.hkbu.edu.hk
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoEmail verificata su k.u-tokyo.ac.jp
Ivor W. TsangResearch Director & Professor, Australian AI Institute, University of Technology SydneyEmail verificata su uts.edu.au
Huan ZhaoResearch Scientist@4ParadigmEmail verificata su 4paradigm.com
Yaqing WangResearcher, Baidu ResearchEmail verificata su ust.hk
Lionel NiChair Professor of Computer Science and Engineering, Hong Kong University of Science and TechnologyEmail verificata su ust.hk
Weihua HuPh.D. student, Stanford UniversityEmail verificata su stanford.edu
Lei ChenHong Kong University of Science and TechnologyEmail verificata su cse.ust.hk
Yongqi Zhangresearcher@4ParadigmEmail verificata su cse.ust.hk
Yangqiu SongHKUSTEmail verificata su cse.ust.hk
Qiang Yang (杨强）Chief AI Officer at WeBank, Chair Professor of Engineering @ HKUST, IJCAI President 2017-2019Email verificata su cse.ust.hk
Yu-Feng LiNanjing UniversityEmail verificata su nju.edu.cn
Tie-Yan LiuAssistant Managing Director, Microsoft Research Asia; IEEE Fellow, ACM Distinguished MemberEmail verificata su microsoft.com
Wei HeResearcher, Geoinformatics Unit, RIKEN Center for Advanced Intelligence Project (AIP)Email verificata su postman.riken.jp
Qibin ZhaoRIKEN AIPEmail verificata su postman.riken.jp
CHAO LICenter for Advanced Intelligence Project (AIP), RIKEN, TokyoEmail verificata su riken.jp
Yong LiAssociate Professor, Electronic Engineering, Tsinghua UniversityEmail verificata su tsinghua.edu.cn
Hongzhi ShiTsinghua UniversityEmail verificata su mails.tsinghua.edu.cn

Quanming Yao

Senior Scientist, 4Paradigm

Email verificata su cse.ust.hk - Home page

Machine Learning Nonconvex Optimization AutoML


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Co-teaching: Robust Training Deep Neural Networks with Extremely Noisy Labels B Han, Q Yao, X Yu, G Niu, M Xu, W Hu, I Tsang, M Sugiyama Advance in Neural Information Processing Systems, 2018	317	2018
Generalizing from a Few Examples: A Survey on Few-Shot Learning Y Wang, Q Yao, J Kwok, LM Ni ACM Computing Surveys, 2020	218*	2020
Side Information Fusion for Recommender Systems over Heterogeneous Information Network H Zhao, Q Yao, Y Song, J Kwok, D Lee ACM Transactions on Knowledge Discovery from Data, 2020	191*	2020
Taking Human out of Learning Applications: A Survey on Automated Machine Learning Q Yao, M Wang, YF Li, WW Tu, Q Yang, Y Yu arXiv preprint, 2018	136*	2018
Loss-aware Binarization of Deep Networks L Hou, Q Yao, JT Kwok International Conference on Learning Representations, 2017	125	2017
Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers Q Yao, JT Kwok, T Wang, TY Liu IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019	69*	2019
Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems Q Yao, JT Kwok, F Gao, W Chen, T Liu International Joint Conference on Artificial Intelligence, 2017	39	2017
Accelerated and inexact Soft-Impute for large-scale matrix and tensor completion Q Yao, JT Kwok IEEE Transactions on Knowledge and Data Engineering 31 (9), 1665-1679, 2018	36*	2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity Q Yao, JT Kwok Journal of Machine Learning Research, 2017	35	2017
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Image Restoration W He, Q Yao, C Li, N Yokoya, Q Zhao, H Zhang, L Zhang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020	33*	2020
Scalable Online Convolutional Sparse Coding Y Wang, Q Yao, JT Kwok, LM Ni IEEE Transactions on Image Processing, 2018	30*	2018
Efficient Neural Architecture Search via Proximal Iterations Q Yao, J Xu, WW Tu, Z Zhu AAAI Conference on Artificial Intelligence, 2020	27*	2020
VISTopic: A visual analytics system for making sense of large document collections using hierarchical topic modeling Y Yang, Q Yao, H Qu Visual Informatics 1 (1), 40-47, 2017	26*	2017
Colorization by patch-based local low-rank matrix completion Q Yao, JT Kwok AAAI Conference on Artificial Intelligence, 1959-1965, 2015	26	2015
Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding Y Zhang, Q Yao, L Chen International Journal on Very Large Data Bases, 2020	25*	2020
Efficient sparse low-rank tensor completion using the Frank-Wolfe algorithm X Guo, Q Yao, JT Kwok AAAI Conference on Artificial Intelligence, 1948--1954, 2017	25	2017
SIGUA: Forgetting May Make Learning with Noisy Labels More Robust B Han, G Niu, X Yu, Q Yao, M Xu, I Tsang, M Sugiyama International Conference on Machine Learning, 2020	23*	2020
Collaborative Filtering with Social Local Models H Zhao, Q Yao, JT Kwok, DL Lee International Conference on Data Mining, 2017	22	2017
Greedy Learning of Generalized Low-Rank Models Q Yao, JT Kwok International Joint Conference on Artificial Intelligence, 2294--2300, 2016	19	2016
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications Y Luo, M Wang, H Zhou, Q Yao, WW Tu, Y Chen, Q Yang, W Dai ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2019	18*	2019

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