Zhihui Zhu

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	すべて	2020 年以来
引用	4067	3374
h 指標	35	32
i10 指標	78	72

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59 件の論文

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共著者

Michael B. WakinProfessor, Electrical Engineering, Colorado School of Mines確認したメールアドレス: mines.edu
Qing QuAssistant Professor, Dept. of EECS, University of Michigan確認したメールアドレス: umich.edu
Qiuwei LiDAMO Academy, Alibaba Group US確認したメールアドレス: math.ucla.edu
Tianyu Ding, Ph.D.Principal Researcher, Microsoft | Johns Hopkins University確認したメールアドレス: microsoft.com
Gongguo TangAssociate Professor, University of Colorado Boulder確認したメールアドレス: Colorado.edu
Xiao LiThe Chinese University of Hong Kong, Shenzhen確認したメールアドレス: cuhk.edu.cn
Chong YouGoogle確認したメールアドレス: google.com
Jinxin ZhouOhio State University確認したメールアドレス: osu.edu
Tianyi ChenSenior Research Lead, Microsoft, Johns Hopkins University確認したメールアドレス: microsoft.com
Xiao Li (李虓)Ph.D. candidate at University of Michigan確認したメールアドレス: umich.edu
Rene VidalRachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCE確認したメールアドレス: seas.upenn.edu
Luming Liang (梁鹿鸣)Applied Sciences Group, Microsoft, Past: Uber, Mines, CSU確認したメールアドレス: microsoft.com
Shuaiqi Liu (刘帅奇)Hebei University確認したメールアドレス: hbu.edu.cn
Zhen QinOhio State University確認したメールアドレス: osu.edu
Sheng LiuStanford University確認したメールアドレス: stanford.edu
PENG WANGPostdoc Fellow, Department of Electrical Engineering and Computer Science, University of Michigan確認したメールアドレス: umich.edu
Dehui YangColorado School of Mines, Root Inc, Uber Technologies Inc, XJTLU確認したメールアドレス: mines.edu
Daniel P. RobinsonAssociate Professor, Lehigh University確認したメールアドレス: lehigh.edu
Anthony Man-Cho SoDepartment of Systems Engineering and Engineering Management, The Chinese University of Hong Kong確認したメールアドレス: se.cuhk.edu.hk
Yansheng LiProfessor, Wuhan University確認したメールアドレス: whu.edu.cn

フォロー

Zhihui Zhu

Assistant Professor, Ohio State University

確認したメールアドレス: osu.edu - ホームページ

Machine Learning Data Science Signal Processing Optimization


タイトル引用回数順公開年順タイトル順	引用先引用先	年
A Geometric Analysis of Neural Collapse with Unconstrained Features Z Zhu, T Ding, J Zhou, X Li, C You, J Sulam, Q Qu Advances in Neural Information Processing Systems, 2021	219	2021
On projection matrix optimization for compressive sensing systems G Li, Z Zhu, D Yang, L Chang, H Bai IEEE Transactions on Signal Processing 61 (11), 2887-2898, 2013	203	2013
Global optimality in low-rank matrix optimization Z Zhu, Q Li, G Tang, MB Wakin IEEE Transactions on Signal Processing 66 (13), 3614-3628, 2018	176	2018
The non-convex geometry of low-rank matrix optimization Q Li, Z Zhu, G Tang Information and Inference: A Journal of the IMA 8 (1), 51-96, 2019	147*	2019
Robust Training under Label Noise by Over-parameterization S Liu, Z Zhu, Q Qu, C You Proceedings of the 39th International Conference on Machine Learning, 2022	139	2022
Only train once: A one-shot neural network training and pruning framework T Chen, B Ji, T Ding, B Fang, G Wang, Z Zhu, L Liang, Y Shi, S Yi, X Tu Advances in Neural Information Processing Systems 34, 19637-19651, 2021	139	2021
Error-tolerant deep learning for remote sensing image scene classification Y Li, Y Zhang, Z Zhu IEEE transactions on cybernetics 51 (4), 1756-1768, 2020	129	2020
Nonconvex robust low-rank matrix recovery X Li, Z Zhu, A Man-Cho So, R Vidal SIAM Journal on Optimization 30 (1), 660-686, 2020	118	2020
Cdfi: Compression-driven network design for frame interpolation T Ding, L Liang, Z Zhu, I Zharkov Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021	115	2021
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features J Zhou, X Li, T Ding, C You, Q Qu, Z Zhu Proceedings of the 39th International Conference on Machine Learning 162 …, 2022	111	2022
SAR image denoising via sparse representation in shearlet domain based on continuous cycle spinning S Liu, M Liu, P Li, J Zhao, Z Zhu, X Wang IEEE transactions on geoscience and remote sensing 55 (5), 2985-2992, 2017	110	2017
Weakly convex optimization over Stiefel manifold using Riemannian subgradient-type methods X Li, S Chen, Z Deng, Q Qu, Z Zhu, A Man-Cho So SIAM Journal on Optimization 31 (3), 1605-1634, 2021	96*	2021
Learning deep cross-modal embedding networks for zero-shot remote sensing image scene classification Y Li, Z Zhu, JG Yu, Y Zhang IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10590-10603, 2021	94	2021
The global optimization geometry of low-rank matrix optimization Z Zhu, Q Li, G Tang, MB Wakin IEEE Transactions on Information Theory, 2021	90*	2021
Hankel low-rank approximation for seismic noise attenuation C Wang, Z Zhu, H Gu, X Wu, S Liu IEEE Transactions on Geoscience and Remote Sensing 57 (1), 561-573, 2018	81	2018
Alternating minimizations converge to second-order optimal solutions Q Li, Z Zhu, G Tang International Conference on Machine Learning, 3935-3943, 2019	70	2019
Methods to enhance seismic faults and construct fault surfaces X Wu, Z Zhu Computers & Geosciences 107, 37-48, 2017	70	2017
Image fusion based on complex-shearlet domain with guided filtering S Liu, M Shi, Z Zhu, J Zhao Multidimensional Systems and Signal Processing 28 (1), 207-224, 2017	65	2017
Are all losses created equal: A neural collapse perspective J Zhou, C You, X Li, K Liu, S Liu, Q Qu, Z Zhu Advances in Neural Information Processing Systems, 2022	64	2022
Dual principal component pursuit: Improved analysis and efficient algorithms Z Zhu, Y Wang, D Robinson, D Naiman, R Vidal, M Tsakiris Advances in Neural Information Processing Systems 31, 2018	60	2018

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