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ORCIDBibTeX records: Zhihui Zhu
@article{DBLP:journals/spl/QinTZ24,
author = {Zhen Qin and
Xuwei Tan and
Zhihui Zhu},
title = {Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks},
journal = {{IEEE} Signal Process. Lett.},
volume = {31},
pages = {795--799},
year = {2024},
url = {https://doi.org/10.1109/LSP.2024.3374085},
doi = {10.1109/LSP.2024.3374085},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/QinTZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02592,
author = {Zhen Qin and
Michael B. Wakin and
Zhihui Zhu},
title = {Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery},
journal = {CoRR},
volume = {abs/2401.02592},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02592},
doi = {10.48550/ARXIV.2401.02592},
eprinttype = {arXiv},
eprint = {2401.02592},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05710,
author = {Xi Chen and
Zhihui Zhu and
Andrew Perrault},
title = {The Distributional Reward Critic Architecture for Perturbed-Reward
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2401.05710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05710},
doi = {10.48550/ARXIV.2401.05710},
eprinttype = {arXiv},
eprint = {2401.05710},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/GuoYYZZZLZDSJHSSZ23,
author = {Haiyun Guo and
Huayu Yang and
Guojing Yuan and
Zhihui Zhu and
Kexin Zhang and
Xueqing Zhang and
Xiaoyan Lu and
Jianghui Zhang and
Jun Du and
Haiyan Shi and
Guifang Jin and
Jiahu Hao and
Ying Sun and
Puyu Su and
Zhihua Zhang},
title = {Effectiveness of information and communication technology(ICT) for
addictive behaviors: An umbrella review of systematic reviews and
meta-analysis of randomized controlled trials},
journal = {Comput. Hum. Behav.},
volume = {147},
pages = {107843},
year = {2023},
url = {https://doi.org/10.1016/j.chb.2023.107843},
doi = {10.1016/J.CHB.2023.107843},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chb/GuoYYZZZLZDSJHSSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/ZhuZ23,
author = {Zhihui Zhu and
Meifang Zhu},
title = {The usage of internet of things in healthcare: {A} review of mechanisms,
platforms, and opportunities from a new perspective},
journal = {J. Intell. Fuzzy Syst.},
volume = {45},
number = {1},
pages = {1269--1288},
year = {2023},
url = {https://doi.org/10.3233/JIFS-224166},
doi = {10.3233/JIFS-224166},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/ZhuZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WangGZ23,
author = {Chong Wang and
Zhiyuan Gu and
Zhihui Zhu},
title = {Seismic Data Reconstruction and Denoising by Enhanced Hankel Low-Rank
Matrix Estimation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--13},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3267941},
doi = {10.1109/TGRS.2023.3267941},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WangGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiZLL23,
author = {Xiao Li and
Zhihui Zhu and
Qiuwei Li and
Kai Liu},
title = {A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2206--2219},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3125947},
doi = {10.1109/TKDE.2021.3125947},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenLDZZ23,
author = {Tianyi Chen and
Luming Liang and
Tianyu Ding and
Zhihui Zhu and
Ilya Zharkov},
title = {OTOv2: Automatic, Generic, User-Friendly},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=7ynoX1ojPMt},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenLDZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10499,
author = {Xiao Li and
Zhihui Zhu and
Qiuwei Li and
Kai Liu},
title = {A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization},
journal = {CoRR},
volume = {abs/2301.10499},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10499},
doi = {10.48550/ARXIV.2301.10499},
eprinttype = {arXiv},
eprint = {2301.10499},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06862,
author = {Tianyi Chen and
Luming Liang and
Tianyu Ding and
Zhihui Zhu and
Ilya Zharkov},
title = {{OTOV2:} Automatic, Generic, User-Friendly},
journal = {CoRR},
volume = {abs/2303.06862},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06862},
doi = {10.48550/ARXIV.2303.06862},
eprinttype = {arXiv},
eprint = {2303.06862},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01154,
author = {Can Yaras and
Peng Wang and
Wei Hu and
Zhihui Zhu and
Laura Balzano and
Qing Qu},
title = {The Law of Parsimony in Gradient Descent for Learning Deep Linear
Networks},
journal = {CoRR},
volume = {abs/2306.01154},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01154},
doi = {10.48550/ARXIV.2306.01154},
eprinttype = {arXiv},
eprint = {2306.01154},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09432,
author = {Zhen Qin and
Casey Jameson and
Zhexuan Gong and
Michael B. Wakin and
Zhihui Zhu},
title = {Stable Tomography for Structured Quantum States},
journal = {CoRR},
volume = {abs/2306.09432},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09432},
doi = {10.48550/ARXIV.2306.09432},
eprinttype = {arXiv},
eprint = {2306.09432},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05351,
author = {Jiachen Jiang and
Jinxin Zhou and
Peng Wang and
Qing Qu and
Dustin Mixon and
Chong You and
Zhihui Zhu},
title = {Generalized Neural Collapse for a Large Number of Classes},
journal = {CoRR},
volume = {abs/2310.05351},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05351},
doi = {10.48550/ARXIV.2310.05351},
eprinttype = {arXiv},
eprint = {2310.05351},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16921,
author = {Zhihui Zhu and
Joseph M. Lukens and
Brian T. Kirby},
title = {On the connection between least squares, regularization, and classical
shadows},
journal = {CoRR},
volume = {abs/2310.16921},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16921},
doi = {10.48550/ARXIV.2310.16921},
eprinttype = {arXiv},
eprint = {2310.16921},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02960,
author = {Peng Wang and
Xiao Li and
Can Yaras and
Zhihui Zhu and
Laura Balzano and
Wei Hu and
Qing Qu},
title = {Understanding Deep Representation Learning via Layerwise Feature Compression
and Discrimination},
journal = {CoRR},
volume = {abs/2311.02960},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02960},
doi = {10.48550/ARXIV.2311.02960},
eprinttype = {arXiv},
eprint = {2311.02960},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14658,
author = {Zhen Qin and
Xuwei Tan and
Zhihui Zhu},
title = {Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks},
journal = {CoRR},
volume = {abs/2311.14658},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14658},
doi = {10.48550/ARXIV.2311.14658},
eprinttype = {arXiv},
eprint = {2311.14658},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00210,
author = {Jinxin Zhou and
Tianyu Ding and
Tianyi Chen and
Jiachen Jiang and
Ilya Zharkov and
Zhihui Zhu and
Luming Liang},
title = {{DREAM:} Diffusion Rectification and Estimation-Adaptive Models},
journal = {CoRR},
volume = {abs/2312.00210},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00210},
doi = {10.48550/ARXIV.2312.00210},
eprinttype = {arXiv},
eprint = {2312.00210},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00678,
author = {Tianyu Ding and
Tianyi Chen and
Haidong Zhu and
Jiachen Jiang and
Yiqi Zhong and
Jinxin Zhou and
Guangzhi Wang and
Zhihui Zhu and
Ilya Zharkov and
Luming Liang},
title = {The Efficiency Spectrum of Large Language Models: An Algorithmic Survey},
journal = {CoRR},
volume = {abs/2312.00678},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00678},
doi = {10.48550/ARXIV.2312.00678},
eprinttype = {arXiv},
eprint = {2312.00678},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09411,
author = {Tianyi Chen and
Tianyu Ding and
Zhihui Zhu and
Zeyu Chen and
HsiangTao Wu and
Ilya Zharkov and
Luming Liang},
title = {OTOv3: Automatic Architecture-Agnostic Neural Network Training and
Compression from Structured Pruning to Erasing Operators},
journal = {CoRR},
volume = {abs/2312.09411},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09411},
doi = {10.48550/ARXIV.2312.09411},
eprinttype = {arXiv},
eprint = {2312.09411},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SulamYZ22,
author = {Jeremias Sulam and
Chong You and
Zhihui Zhu},
title = {Recovery and Generalization in Over-Realized Dictionary Learning},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {135:1--135:23},
year = {2022},
url = {http://jmlr.org/papers/v23/20-1360.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SulamYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YuQZ22,
author = {Haiyan Yu and
Zhen Qin and
Zhihui Zhu},
title = {Learning Approach For Fast Approximate Matrix Factorizations},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {5408--5412},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9747165},
doi = {10.1109/ICASSP43922.2022.9747165},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YuQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuZQY22,
author = {Sheng Liu and
Zhihui Zhu and
Qing Qu and
Chong You},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Robust Training under Label Noise by Over-parameterization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {14153--14172},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/liu22w.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuZQY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLDY0Z22,
author = {Jinxin Zhou and
Xiao Li and
Tianyu Ding and
Chong You and
Qing Qu and
Zhihui Zhu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {On the Optimization Landscape of Neural Collapse under {MSE} Loss:
Global Optimality with Unconstrained Features},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27179--27202},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22c.html},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouLDY0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiLZTGHZY022,
author = {Xili Dai and
Mingyang Li and
Pengyuan Zhai and
Shengbang Tong and
Xingjian Gao and
Shao{-}Lun Huang and
Zhihui Zhu and
Chong You and
Yi Ma},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Revisiting Sparse Convolutional Model for Visual Recognition},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4418f6a54f4314202688d77956e731ce-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaiLZTGHZY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinLGTWZ22,
author = {Zhen Qin and
Alexander Lidiak and
Zhexuan Gong and
Gongguo Tang and
Michael B. Wakin and
Zhihui Zhu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Error Analysis of Tensor-Train Cross Approximation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5bd9fbb3a5a985f80c16ddd0ec1dfc43-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinLGTWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Yaras0ZB022,
author = {Can Yaras and
Peng Wang and
Zhihui Zhu and
Laura Balzano and
Qing Qu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Neural Collapse with Normalized Features: {A} Geometric Analysis over
the Riemannian Manifold},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4b3cc0d1c897ebcf71aca92a4a26ac83-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Yaras0ZB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouY0LL0Z22,
author = {Jinxin Zhou and
Chong You and
Xiao Li and
Kangning Liu and
Sheng Liu and
Qing Qu and
Zhihui Zhu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Are All Losses Created Equal: {A} Neural Collapse Perspective},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/cdce17de141c9fba3bdf175a0b721941-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouY0LL0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-14026,
author = {Sheng Liu and
Zhihui Zhu and
Qing Qu and
Chong You},
title = {Robust Training under Label Noise by Over-parameterization},
journal = {CoRR},
volume = {abs/2202.14026},
year = {2022},
url = {https://arxiv.org/abs/2202.14026},
eprinttype = {arXiv},
eprint = {2202.14026},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-14026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01238,
author = {Jinxin Zhou and
Xiao Li and
Tianyu Ding and
Chong You and
Qing Qu and
Zhihui Zhu},
title = {On the Optimization Landscape of Neural Collapse under {MSE} Loss:
Global Optimality with Unconstrained Features},
journal = {CoRR},
volume = {abs/2203.01238},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01238},
doi = {10.48550/ARXIV.2203.01238},
eprinttype = {arXiv},
eprint = {2203.01238},
timestamp = {Fri, 08 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04327,
author = {Zhen Qin and
Alexander Lidiak and
Zhexuan Gong and
Gongguo Tang and
Michael B. Wakin and
Zhihui Zhu},
title = {Error Analysis of Tensor-Train Cross Approximation},
journal = {CoRR},
volume = {abs/2207.04327},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04327},
doi = {10.48550/ARXIV.2207.04327},
eprinttype = {arXiv},
eprint = {2207.04327},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-04551,
author = {Tianyu Ding and
Luming Liang and
Zhihui Zhu and
Tianyi Chen and
Ilya Zharkov},
title = {Sparsity-guided Network Design for Frame Interpolation},
journal = {CoRR},
volume = {abs/2209.04551},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.04551},
doi = {10.48550/ARXIV.2209.04551},
eprinttype = {arXiv},
eprint = {2209.04551},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-04551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09211,
author = {Can Yaras and
Peng Wang and
Zhihui Zhu and
Laura Balzano and
Qing Qu},
title = {Neural Collapse with Normalized Features: {A} Geometric Analysis over
the Riemannian Manifold},
journal = {CoRR},
volume = {abs/2209.09211},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09211},
doi = {10.48550/ARXIV.2209.09211},
eprinttype = {arXiv},
eprint = {2209.09211},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10675,
author = {Lijun Ding and
Zhen Qin and
Liwei Jiang and
Jinxin Zhou and
Zhihui Zhu},
title = {A Validation Approach to Over-parameterized Matrix and Image Recovery},
journal = {CoRR},
volume = {abs/2209.10675},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10675},
doi = {10.48550/ARXIV.2209.10675},
eprinttype = {arXiv},
eprint = {2209.10675},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02192,
author = {Jinxin Zhou and
Chong You and
Xiao Li and
Kangning Liu and
Sheng Liu and
Qing Qu and
Zhihui Zhu},
title = {Are All Losses Created Equal: {A} Neural Collapse Perspective},
journal = {CoRR},
volume = {abs/2210.02192},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02192},
doi = {10.48550/ARXIV.2210.02192},
eprinttype = {arXiv},
eprint = {2210.02192},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12945,
author = {Xili Dai and
Mingyang Li and
Pengyuan Zhai and
Shengbang Tong and
Xingjian Gao and
Shao{-}Lun Huang and
Zhihui Zhu and
Chong You and
Yi Ma},
title = {Revisiting Sparse Convolutional Model for Visual Recognition},
journal = {CoRR},
volume = {abs/2210.12945},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12945},
doi = {10.48550/ARXIV.2210.12945},
eprinttype = {arXiv},
eprint = {2210.12945},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-12206,
author = {Xiao Li and
Sheng Liu and
Jinxin Zhou and
Xinyu Lu and
Carlos Fernandez{-}Granda and
Zhihui Zhu and
Qing Qu},
title = {Principled and Efficient Transfer Learning of Deep Models via Neural
Collapse},
journal = {CoRR},
volume = {abs/2212.12206},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.12206},
doi = {10.48550/ARXIV.2212.12206},
eprinttype = {arXiv},
eprint = {2212.12206},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-12206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/LiCDQZS21,
author = {Xiao Li and
Shixiang Chen and
Zengde Deng and
Qing Qu and
Zhihui Zhu and
Anthony Man{-}Cho So},
title = {Weakly Convex Optimization over Stiefel Manifold Using Riemannian
Subgradient-Type Methods},
journal = {{SIAM} J. Optim.},
volume = {31},
number = {3},
pages = {1605--1634},
year = {2021},
url = {https://doi.org/10.1137/20M1321000},
doi = {10.1137/20M1321000},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/LiCDQZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiZZ21,
author = {Yansheng Li and
Yongjun Zhang and
Zhihui Zhu},
title = {Error-Tolerant Deep Learning for Remote Sensing Image Scene Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {4},
pages = {1756--1768},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2020.2989241},
doi = {10.1109/TCYB.2020.2989241},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LiZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiZYZ21,
author = {Yansheng Li and
Zhihui Zhu and
Jin{-}Gang Yu and
Yongjun Zhang},
title = {Learning Deep Cross-Modal Embedding Networks for Zero-Shot Remote
Sensing Image Scene Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {12},
pages = {10590--10603},
year = {2021},
url = {https://doi.org/10.1109/TGRS.2020.3047447},
doi = {10.1109/TGRS.2020.3047447},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/LiZYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhuLTW21,
author = {Zhihui Zhu and
Qiuwei Li and
Gongguo Tang and
Michael B. Wakin},
title = {The Global Optimization Geometry of Low-Rank Matrix Optimization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {67},
number = {2},
pages = {1308--1331},
year = {2021},
url = {https://doi.org/10.1109/TIT.2021.3049171},
doi = {10.1109/TIT.2021.3049171},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ZhuLTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLZBW21,
author = {Kai Liu and
Xiangyu Li and
Zhihui Zhu and
Lodewijk Brand and
Hua Wang},
title = {Factor-Bounded Nonnegative Matrix Factorization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {111:1--111:18},
year = {2021},
url = {https://doi.org/10.1145/3451395},
doi = {10.1145/3451395},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLZBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DingZTVR21,
author = {Tianyu Ding and
Zhihui Zhu and
Manolis C. Tsakiris and
Ren{\'{e}} Vidal and
Daniel P. Robinson},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Dual Principal Component Pursuit for Learning a Union of Hyperplanes:
Theory and Algorithms},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2944--2952},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/ding21c.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DingZTVR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DingLZZ21,
author = {Tianyu Ding and
Luming Liang and
Zhihui Zhu and
Ilya Zharkov},
title = {{CDFI:} Compression-Driven Network Design for Frame Interpolation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {8001--8011},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Ding\_CDFI\_Compression-Driven\_Network\_Design\_for\_Frame\_Interpolation\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00791},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DingLZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingZVR21,
author = {Tianyu Ding and
Zhihui Zhu and
Ren{\'{e}} Vidal and
Daniel P. Robinson},
editor = {Marina Meila and
Tong Zhang},
title = {Dual Principal Component Pursuit for Robust Subspace Learning: Theory
and Algorithms for a Holistic Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2739--2748},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ding21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DingZVR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenJDFWZLSYT21,
author = {Tianyi Chen and
Bo Ji and
Tianyu Ding and
Biyi Fang and
Guanyi Wang and
Zhihui Zhu and
Luming Liang and
Yixin Shi and
Sheng Yi and
Xiao Tu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Only Train Once: {A} One-Shot Neural Network Training And Pruning
Framework},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19637--19651},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a376033f78e144f494bfc743c0be3330-Abstract.html},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenJDFWZLSYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingJCQZ21,
author = {Lijun Ding and
Liwei Jiang and
Yudong Chen and
Qing Qu and
Zhihui Zhu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Rank Overspecified Robust Matrix Recovery: Subgradient Method and
Exact Recovery},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26767--26778},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/e13748298cfb23c19fdfd134a2221e7b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DingJCQZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLZYZFQ21,
author = {Sheng Liu and
Xiao Li and
Yuexiang Zhai and
Chong You and
Zhihui Zhu and
Carlos Fernandez{-}Granda and
Qing Qu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Convolutional Normalization: Improving Deep Convolutional Network
Robustness and Training},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28919--28928},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f23d125da1e29e34c552f448610ff25f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuLZYZFQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuDZLYSQ21,
author = {Zhihui Zhu and
Tianyu Ding and
Jinxin Zhou and
Xiao Li and
Chong You and
Jeremias Sulam and
Qing Qu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Geometric Analysis of Neural Collapse with Unconstrained Features},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29820--29834},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f92586a25bb3145facd64ab20fd554ff-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuDZLYSQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00673,
author = {Sheng Liu and
Xiao Li and
Yuexiang Zhai and
Chong You and
Zhihui Zhu and
Carlos Fernandez{-}Granda and
Qing Qu},
title = {Convolutional Normalization: Improving Deep Convolutional Network
Robustness and Training},
journal = {CoRR},
volume = {abs/2103.00673},
year = {2021},
url = {https://arxiv.org/abs/2103.00673},
eprinttype = {arXiv},
eprint = {2103.00673},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10559,
author = {Tianyu Ding and
Luming Liang and
Zhihui Zhu and
Ilya Zharkov},
title = {{CDFI:} Compression-Driven Network Design for Frame Interpolation},
journal = {CoRR},
volume = {abs/2103.10559},
year = {2021},
url = {https://arxiv.org/abs/2103.10559},
eprinttype = {arXiv},
eprint = {2103.10559},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02375,
author = {Zhihui Zhu and
Tianyu Ding and
Jinxin Zhou and
Xiao Li and
Chong You and
Jeremias Sulam and
Qing Qu},
title = {A Geometric Analysis of Neural Collapse with Unconstrained Features},
journal = {CoRR},
volume = {abs/2105.02375},
year = {2021},
url = {https://arxiv.org/abs/2105.02375},
eprinttype = {arXiv},
eprint = {2105.02375},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07467,
author = {Tianyi Chen and
Bo Ji and
Tianyu Ding and
Biyi Fang and
Guanyi Wang and
Zhihui Zhu and
Luming Liang and
Yixin Shi and
Sheng Yi and
Xiao Tu},
title = {Only Train Once: {A} One-Shot Neural Network Training And Pruning
Framework},
journal = {CoRR},
volume = {abs/2107.07467},
year = {2021},
url = {https://arxiv.org/abs/2107.07467},
eprinttype = {arXiv},
eprint = {2107.07467},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11154,
author = {Lijun Ding and
Liwei Jiang and
Yudong Chen and
Qing Qu and
Zhihui Zhu},
title = {Rank Overspecified Robust Matrix Recovery: Subgradient Method and
Exact Recovery},
journal = {CoRR},
volume = {abs/2109.11154},
year = {2021},
url = {https://arxiv.org/abs/2109.11154},
eprinttype = {arXiv},
eprint = {2109.11154},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YanYXZZZS20,
author = {Hao Yan and
Mingxin Yu and
Jiabin Xia and
Lianqing Zhu and
Tao Zhang and
Zhihui Zhu and
Guangkai Sun},
title = {Diverse Region-Based {CNN} for Tongue Squamous Cell Carcinoma Classification
With Raman Spectroscopy},
journal = {{IEEE} Access},
volume = {8},
pages = {127313--127328},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3006567},
doi = {10.1109/ACCESS.2020.3006567},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YanYXZZZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/ZhuSEW20,
author = {Zhihui Zhu and
Daniel Soudry and
Yonina C. Eldar and
Michael B. Wakin},
title = {The Global Optimization Geometry of Shallow Linear Neural Networks},
journal = {J. Math. Imaging Vis.},
volume = {62},
number = {3},
pages = {279--292},
year = {2020},
url = {https://doi.org/10.1007/s10851-019-00889-w},
doi = {10.1007/S10851-019-00889-W},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/ZhuSEW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mssp/LiuLWHZZ20,
author = {Shuaiqi Liu and
Yucong Lu and
Jie Wang and
Shaohai Hu and
Jie Zhao and
Zhihui Zhu},
title = {A new focus evaluation operator based on max-min filter and its application
in high quality multi-focus image fusion},
journal = {Multidimens. Syst. Signal Process.},
volume = {31},
number = {2},
pages = {569--590},
year = {2020},
url = {https://doi.org/10.1007/s11045-019-00675-2},
doi = {10.1007/S11045-019-00675-2},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mssp/LiuLWHZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZhengSZLL20,
author = {Weiqi Zheng and
Xingwang Sheng and
Zhihui Zhu and
Tianjing Luo and
Zecheng Liu},
title = {Experimental Study on Vibration Characteristics of Unit-Plate Ballastless
Track Systems Laid on Long-Span Bridges Using Full-Scale Test Rigs},
journal = {Sensors},
volume = {20},
number = {6},
pages = {1744},
year = {2020},
url = {https://doi.org/10.3390/s20061744},
doi = {10.3390/S20061744},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ZhengSZLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/QuLZ20,
author = {Qing Qu and
Xiao Li and
Zhihui Zhu},
title = {Exact Recovery of Multichannel Sparse Blind Deconvolution via Gradient
Descent},
journal = {{SIAM} J. Imaging Sci.},
volume = {13},
number = {3},
pages = {1630--1652},
year = {2020},
url = {https://doi.org/10.1137/19M1291327},
doi = {10.1137/19M1291327},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/QuLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/LiZSV20,
author = {Xiao Li and
Zhihui Zhu and
Anthony Man{-}Cho So and
Ren{\'{e}} Vidal},
title = {Nonconvex Robust Low-Rank Matrix Recovery},
journal = {{SIAM} J. Optim.},
volume = {30},
number = {1},
pages = {660--686},
year = {2020},
url = {https://doi.org/10.1137/18M1224738},
doi = {10.1137/18M1224738},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/LiZSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LiLZTW20,
author = {Shuang Li and
Qiuwei Li and
Zhihui Zhu and
Gongguo Tang and
Michael B. Wakin},
title = {The Global Geometry of Centralized and Distributed Low-rank Matrix
Recovery Without Regularization},
journal = {{IEEE} Signal Process. Lett.},
volume = {27},
pages = {1400--1404},
year = {2020},
url = {https://doi.org/10.1109/LSP.2020.3008876},
doi = {10.1109/LSP.2020.3008876},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/LiLZTW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/JiangLZBHL20,
author = {Qianru Jiang and
Sheng Li and
Zhihui Zhu and
Huang Bai and
Xiongxiong He and
Rodrigo C. de Lamare},
title = {Design of Compressed Sensing System With Probability-Based Prior Information},
journal = {{IEEE} Trans. Multim.},
volume = {22},
number = {3},
pages = {594--609},
year = {2020},
url = {https://doi.org/10.1109/TMM.2019.2931400},
doi = {10.1109/TMM.2019.2931400},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/JiangLZBHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuJZGHSZ20,
author = {Zhihui Zhu and
Xinyang Jiang and
Feng Zheng and
Xiaowei Guo and
Feiyue Huang and
Xing Sun and
Wei{-}Shi Zheng},
title = {Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13114--13121},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.7014},
doi = {10.1609/AAAI.V34I07.7014},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuJZGHSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DingYZRVKT20,
author = {Tianjiao Ding and
Yunchen Yang and
Zhihui Zhu and
Daniel P. Robinson and
Ren{\'{e}} Vidal and
Laurent Kneip and
Manolis C. Tsakiris},
title = {Robust Homography Estimation via Dual Principal Component Pursuit},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {6079--6088},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Ding\_Robust\_Homography\_Estimation\_via\_Dual\_Principal\_Component\_Pursuit\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00612},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DingYZRVKT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/QuZLZZ20,
author = {Qing Qu and
Yuexiang Zhai and
Xiao Li and
Yuqian Zhang and
Zhihui Zhu},
title = {Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete
Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rygixkHKDH},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/QuZLZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YouZQM20,
author = {Chong You and
Zhihui Zhu and
Qing Qu and
Yi Ma},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Robust Recovery via Implicit Bias of Discrepant Learning Rates for
Double Over-parameterization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/cd42c963390a9cd025d007dacfa99351-Abstract.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YouZQM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenDJWSTYTZ20,
author = {Tianyi Chen and
Tianyu Ding and
Bo Ji and
Guanyi Wang and
Yixin Shi and
Jing Tian and
Sheng Yi and
Xiao Tu and
Zhihui Zhu},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Orthant Based Proximal Stochastic Gradient Method for {\(\mathscr{l}\)}
\({}_{\mbox{1}}\)-Regularized Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {57--73},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_4},
doi = {10.1007/978-3-030-67664-3\_4},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenDJWSTYTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06970,
author = {Qing Qu and
Zhihui Zhu and
Xiao Li and
Manolis C. Tsakiris and
John Wright and
Ren{\'{e}} Vidal},
title = {Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and
Applications},
journal = {CoRR},
volume = {abs/2001.06970},
year = {2020},
url = {https://arxiv.org/abs/2001.06970},
eprinttype = {arXiv},
eprint = {2001.06970},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03639,
author = {Tianyi Chen and
Tianyu Ding and
Bo Ji and
Guanyi Wang and
Yixin Shi and
Sheng Yi and
Xiao Tu and
Zhihui Zhu},
title = {Orthant Based Proximal Stochastic Gradient Method for {\unicode{120001}}\({}_{\mbox{1}}\)-Regularized
Optimization},
journal = {CoRR},
volume = {abs/2004.03639},
year = {2020},
url = {https://arxiv.org/abs/2004.03639},
eprinttype = {arXiv},
eprint = {2004.03639},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06179,
author = {Jeremias Sulam and
Chong You and
Zhihui Zhu},
title = {Recovery and Generalization in Over-Realized Dictionary Learning},
journal = {CoRR},
volume = {abs/2006.06179},
year = {2020},
url = {https://arxiv.org/abs/2006.06179},
eprinttype = {arXiv},
eprint = {2006.06179},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08857,
author = {Chong You and
Zhihui Zhu and
Qing Qu and
Yi Ma},
title = {Robust Recovery via Implicit Bias of Discrepant Learning Rates for
Double Over-parameterization},
journal = {CoRR},
volume = {abs/2006.08857},
year = {2020},
url = {https://arxiv.org/abs/2006.08857},
eprinttype = {arXiv},
eprint = {2006.08857},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiuWLLZZ19,
author = {Shuaiqi Liu and
Jie Wang and
Yucong Lu and
Hailiang Li and
Jie Zhao and
Zhihui Zhu},
title = {Multi-Focus Image Fusion Based on Adaptive Dual-Channel Spiking Cortical
Model in Non-Subsampled Shearlet Domain},
journal = {{IEEE} Access},
volume = {7},
pages = {56367--56388},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2900376},
doi = {10.1109/ACCESS.2019.2900376},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiuWLLZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ShengZZ19,
author = {Xingwang Sheng and
Weiqi Zheng and
Zhihui Zhu},
title = {Mechanical Behaviors and Fatigue Performances of Ballastless Tracks
Laid on Long-Span Cable-Stayed Bridges with Different Arrangements},
journal = {Sensors},
volume = {19},
number = {19},
pages = {4195},
year = {2019},
url = {https://doi.org/10.3390/s19194195},
doi = {10.3390/S19194195},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ShengZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HongLZL19,
author = {Tao Hong and
Xiao Li and
Zhihui Zhu and
Qiuwei Li},
title = {Optimized structured sparse sensing matrices for compressive sensing},
journal = {Signal Process.},
volume = {159},
pages = {119--129},
year = {2019},
url = {https://doi.org/10.1016/j.sigpro.2019.02.004},
doi = {10.1016/J.SIGPRO.2019.02.004},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/HongLZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WangZGWL19,
author = {Chong Wang and
Zhihui Zhu and
Hanming Gu and
Xinming Wu and
Shuaiqi Liu},
title = {Hankel Low-Rank Approximation for Seismic Noise Attenuation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {1},
pages = {561--573},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2018.2858545},
doi = {10.1109/TGRS.2018.2858545},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WangZGWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuHLZLZ19,
author = {Shuaiqi Liu and
Qi Hu and
Pengfei Li and
Jie Zhao and
Ming Liu and
Zhihui Zhu},
title = {Speckle Suppression Based on Weighted Nuclear Norm Minimization and
Grey Theory},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {5},
pages = {2700--2708},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2018.2876339},
doi = {10.1109/TGRS.2018.2876339},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiuHLZLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/Qu0Z19,
author = {Qing Qu and
Xiao Li and
Zhihui Zhu},
editor = {Michael B. Matthews},
title = {Exact and Efficient Multi-Channel Sparse Blind Deconvolution - {A}
Nonconvex Approach},
booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2019, Pacific Grove, CA, USA, November 3-6, 2019},
pages = {640--644},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IEEECONF44664.2019.9049053},
doi = {10.1109/IEEECONF44664.2019.9049053},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/Qu0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/LiZWT19,
author = {Qiuwei Li and
Zhihui Zhu and
Michael B. Wakin and
Gongguo Tang},
editor = {Michael B. Matthews},
title = {The Local Geometry of Orthogonal Dictionary Learning using {L1} Minimization},
booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2019, Pacific Grove, CA, USA, November 3-6, 2019},
pages = {1217--1221},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IEEECONF44664.2019.9049030},
doi = {10.1109/IEEECONF44664.2019.9049030},
timestamp = {Wed, 04 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/LiZWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/LiYZTW19,
author = {Qiuwei Li and
Xinshuo Yang and
Zhihui Zhu and
Gongguo Tang and
Michael B. Wakin},
title = {The Geometric Effects of Distributing Constrained Nonconvex Optimization
Problems},
booktitle = {8th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2019, Le Gosier, Guadeloupe, December
15-18, 2019},
pages = {16--20},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CAMSAP45676.2019.9022447},
doi = {10.1109/CAMSAP45676.2019.9022447},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/LiYZTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiZTW19,
author = {Qiuwei Li and
Zhihui Zhu and
Gongguo Tang and
Michael B. Wakin},
title = {The Geometry of Equality-constrained Global Consensus Problems},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {7928--7932},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682568},
doi = {10.1109/ICASSP.2019.8682568},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiZTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingZDYRTV19,
author = {Tianyu Ding and
Zhihui Zhu and
Tianjiao Ding and
Yunchen Yang and
Daniel P. Robinson and
Manolis C. Tsakiris and
Ren{\'{e}} Vidal},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Noisy Dual Principal Component Pursuit},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1617--1625},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ding19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/DingZDYRTV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZT19,
author = {Qiuwei Li and
Zhihui Zhu and
Gongguo Tang},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Alternating Minimizations Converge to Second-Order Optimal Solutions},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3935--3943},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/li19n.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiZT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LiZZ19,
author = {Yansheng Li and
Yongjun Zhang and
Zhihui Zhu},
title = {Learning Deep Networks under Noisy Labels for Remote Sensing Image
Scene Classification},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {3025--3028},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8900497},
doi = {10.1109/IGARSS.2019.8900497},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/LiZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QuLZ19,
author = {Qing Qu and
Xiao Li and
Zhihui Zhu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind
Deconvolution},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4017--4028},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/02e656adee09f8394b402d9958389b7d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/QuLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuLYTW19,
author = {Zhihui Zhu and
Qiuwei Li and
Xinshuo Yang and
Gongguo Tang and
Michael B. Wakin},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Distributed Low-rank Matrix Factorization With Exact Consensus},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8420--8430},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/a5b93aaec935a59987f8a5f2280e7cd7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuLYTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuDRTV19,
author = {Zhihui Zhu and
Tianyu Ding and
Daniel P. Robinson and
Manolis C. Tsakiris and
Ren{\'{e}} Vidal},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Linearly Convergent Method for Non-Smooth Non-Convex Optimization
on the Grassmannian with Applications to Robust Subspace and Dictionary
Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9437--9447},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/aac933717a429f57c6ca58f32975c597-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuDRTV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09712,
author = {Qiuwei Li and
Zhihui Zhu and
Gongguo Tang and
Michael B. Wakin},
title = {Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz
Problems},
journal = {CoRR},
volume = {abs/1904.09712},
year = {2019},
url = {http://arxiv.org/abs/1904.09712},
eprinttype = {arXiv},
eprint = {1904.09712},
timestamp = {Sat, 27 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11687,
author = {Xiao Li and
Zhihui Zhu and
Anthony Man{-}Cho So and
Jason D. Lee},
title = {Incremental Methods for Weakly Convex Optimization},
journal = {CoRR},
volume = {abs/1907.11687},
year = {2019},
url = {http://arxiv.org/abs/1907.11687},
eprinttype = {arXiv},
eprint = {1907.11687},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10776,
author = {Qing Qu and
Xiao Li and
Zhihui Zhu},
title = {A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind
Deconvolution},
journal = {CoRR},
volume = {abs/1908.10776},
year = {2019},
url = {http://arxiv.org/abs/1908.10776},
eprinttype = {arXiv},
eprint = {1908.10776},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12258,
author = {Qianru Jiang and
Sheng Li and
Zhihui Zhu and
Huang Bai and
Xiongxiong He and
Rodrigo C. de Lamare},
title = {Compressed Sensing with Probability-based Prior Information},
journal = {CoRR},
volume = {abs/1910.12258},
year = {2019},
url = {http://arxiv.org/abs/1910.12258},
eprinttype = {arXiv},
eprint = {1910.12258},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05047,
author = {Xiao Li and
Shixiang Chen and
Zengde Deng and
Qing Qu and
Zhihui Zhu and
Anthony Man{-}Cho So},
title = {Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient
Methods},
journal = {CoRR},
volume = {abs/1911.05047},
year = {2019},
url = {http://arxiv.org/abs/1911.05047},
eprinttype = {arXiv},
eprint = {1911.05047},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01300,
author = {Zhihui Zhu and
Xinyang Jiang and
Feng Zheng and
Xiaowei Guo and
Feiyue Huang and
Wei{-}Shi Zheng and
Xing Sun},
title = {Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification},
journal = {CoRR},
volume = {abs/1912.01300},
year = {2019},
url = {http://arxiv.org/abs/1912.01300},
eprinttype = {arXiv},
eprint = {1912.01300},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02427,
author = {Qing Qu and
Yuexiang Zhai and
Xiao Li and
Yuqian Zhang and
Zhihui Zhu},
title = {Analysis of the Optimization Landscapes for Overcomplete Representation
Learning},
journal = {CoRR},
volume = {abs/1912.02427},
year = {2019},
url = {http://arxiv.org/abs/1912.02427},
eprinttype = {arXiv},
eprint = {1912.02427},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/LiZWH18,
author = {Gang Li and
Zhihui Zhu and
Xinming Wu and
Beiping Hou},
title = {On joint optimization of sensing matrix and sparsifying dictionary
for robust compressed sensing systems},
journal = {Digit. Signal Process.},
volume = {73},
pages = {62--71},
year = {2018},
url = {https://doi.org/10.1016/j.dsp.2017.10.023},
doi = {10.1016/J.DSP.2017.10.023},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/LiZWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/elektrik/LiuHLZZ18,
author = {Shuaiqi Liu and
Qi Hu and
Pengfei Li and
Jie Zhao and
Zhihui Zhu},
title = {{SAR} image denoising based on patch ordering in nonsubsample shearlet
domain},
journal = {Turkish J. Electr. Eng. Comput. Sci.},
volume = {26},
number = {4},
pages = {1860--1870},
year = {2018},
url = {https://doi.org/10.3906/elk-1711-407},
doi = {10.3906/ELK-1711-407},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/elektrik/LiuHLZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmse/WuWJWZX18,
author = {Lanlan Wu and
Qiaohua Wang and
Dengfei Jie and
Shucai Wang and
Zhihui Zhu and
Lirong Xiong},
title = {Detection of crack eggs by image processing and soft-margin support
vector machine},
journal = {J. Comput. Methods Sci. Eng.},
volume = {18},
number = {1},
pages = {21--31},
year = {2018},
url = {https://doi.org/10.3233/JCM-170767},
doi = {10.3233/JCM-170767},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcmse/WuWJWZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiuHLZWZ18,
author = {Shuaiqi Liu and
Qi Hu and
Pengfei Li and
Jie Zhao and
Chong Wang and
Zhihui Zhu},
title = {Speckle Suppression Based on Sparse Representation with Non-Local
Priors},
journal = {Remote. Sens.},
volume = {10},
number = {3},
pages = {439},
year = {2018},
url = {https://doi.org/10.3390/rs10030439},
doi = {10.3390/RS10030439},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiuHLZWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/ZhuLDLH18,
author = {Zhihui Zhu and
Gang Li and
Jiajun Ding and
Qiuwei Li and
Xiongxiong He},
title = {On Collaborative Compressive Sensing Systems: The Framework, Design,
and Algorithm},
journal = {{SIAM} J. Imaging Sci.},
volume = {11},
number = {2},
pages = {1717--1758},
year = {2018},
url = {https://doi.org/10.1137/17M1148426},
doi = {10.1137/17M1148426},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/ZhuLDLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HongZ18,
author = {Tao Hong and
Zhihui Zhu},
title = {An efficient method for robust projection matrix design},
journal = {Signal Process.},
volume = {143},
pages = {200--210},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2017.09.007},
doi = {10.1016/J.SIGPRO.2017.09.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/HongZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HongZ18a,
author = {Tao Hong and
Zhihui Zhu},
title = {Online learning sensing matrix and sparsifying dictionary simultaneously
for compressive sensing},
journal = {Signal Process.},
volume = {153},
pages = {188--196},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2018.05.021},
doi = {10.1016/J.SIGPRO.2018.05.021},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/HongZ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ZhuKDRW18,
author = {Zhihui Zhu and
Santhosh Karnik and
Mark A. Davenport and
Justin Romberg and
Michael B. Wakin},
title = {The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting
Operators},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {1},
pages = {95--99},
year = {2018},
url = {https://doi.org/10.1109/LSP.2017.2751578},
doi = {10.1109/LSP.2017.2751578},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/ZhuKDRW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZhuLTW18,
author = {Zhihui Zhu and
Qiuwei Li and
Gongguo Tang and
Michael B. Wakin},
title = {Global Optimality in Low-Rank Matrix Optimization},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {13},
pages = {3614--3628},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2835403},
doi = {10.1109/TSP.2018.2835403},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ZhuLTW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZhuKWDR18,
author = {Zhihui Zhu and
Santhosh Karnik and
Michael B. Wakin and
Mark A. Davenport and
Justin Romberg},
title = {{ROAST:} Rapid Orthogonal Approximate Slepian Transform},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {22},
pages = {5887--5901},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2872002},
doi = {10.1109/TSP.2018.2872002},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ZhuKWDR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuWRNVT18,
author = {Zhihui Zhu and
Yifan Wang and
Daniel P. Robinson and
Daniel Q. Naiman and
Ren{\'{e}} Vidal and
Manolis C. Tsakiris},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Dual Principal Component Pursuit: Improved Analysis and Efficient
Algorithms},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2175--2185},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/af21d0c97db2e27e13572cbf59eb343d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuWRNVT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuLLL18,
author = {Zhihui Zhu and
Xiao Li and
Kai Liu and
Qiuwei Li},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5160--5170},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/d9ff90f4000eacd3a6c9cb27f78994cf-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuLLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03889,
author = {Zhihui Zhu and
Xiao Li},
title = {Convergence Analysis of Alternating Nonconvex Projections},
journal = {CoRR},
volume = {abs/1802.03889},
year = {2018},
url = {http://arxiv.org/abs/1802.03889},
eprinttype = {arXiv},
eprint = {1802.03889},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04938,
author = {Zhihui Zhu and
Daniel Soudry and
Yonina C. Eldar and
Michael B. Wakin},
title = {The Global Optimization Geometry of Shallow Linear Neural Networks},
journal = {CoRR},
volume = {abs/1805.04938},
year = {2018},
url = {http://arxiv.org/abs/1805.04938},
eprinttype = {arXiv},
eprint = {1805.04938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09237,
author = {Xiao Li and
Zhihui Zhu and
Anthony Man{-}Cho So and
Ren{\'{e}} Vidal},
title = {Nonconvex Robust Low-rank Matrix Recovery},
journal = {CoRR},
volume = {abs/1809.09237},
year = {2018},
url = {http://arxiv.org/abs/1809.09237},
eprinttype = {arXiv},
eprint = {1809.09237},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03129,
author = {Zhihui Zhu and
Qiuwei Li and
Gongguo Tang and
Michael B. Wakin},
title = {Global Optimality in Distributed Low-rank Matrix Factorization},
journal = {CoRR},
volume = {abs/1811.03129},
year = {2018},
url = {http://arxiv.org/abs/1811.03129},
eprinttype = {arXiv},
eprint = {1811.03129},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05642,
author = {Zhihui Zhu and
Xiao Li and
Kai Liu and
Qiuwei Li},
title = {Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization},
journal = {CoRR},
volume = {abs/1811.05642},
year = {2018},
url = {http://arxiv.org/abs/1811.05642},
eprinttype = {arXiv},
eprint = {1811.05642},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09924,
author = {Zhihui Zhu and
Yifan Wang and
Daniel P. Robinson and
Daniel Q. Naiman and
Ren{\'{e}} Vidal and
Manolis C. Tsakiris},
title = {Dual Principal Component Pursuit: Probability Analysis and Efficient
Algorithms},
journal = {CoRR},
volume = {abs/1812.09924},
year = {2018},
url = {http://arxiv.org/abs/1812.09924},
eprinttype = {arXiv},
eprint = {1812.09924},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/WuZ17,
author = {Xinming Wu and
Zhihui Zhu},
title = {Methods to enhance seismic faults and construct fault surfaces},
journal = {Comput. Geosci.},
volume = {107},
pages = {37--48},
year = {2017},
url = {https://doi.org/10.1016/j.cageo.2017.06.015},
doi = {10.1016/J.CAGEO.2017.06.015},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/WuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mssp/LiuSZZ17,
author = {Shuaiqi Liu and
Mingzhu Shi and
Zhihui Zhu and
Jie Zhao},
title = {Image fusion based on complex-shearlet domain with guided filtering},
journal = {Multidimens. Syst. Signal Process.},
volume = {28},
number = {1},
pages = {207--224},
year = {2017},
url = {https://doi.org/10.1007/s11045-015-0343-6},
doi = {10.1007/S11045-015-0343-6},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mssp/LiuSZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuLLZZW17,
author = {Shuaiqi Liu and
Ming Liu and
Peifei Li and
Jie Zhao and
Zhihui Zhu and
Xuehu Wang},
title = {{SAR} Image Denoising via Sparse Representation in Shearlet Domain
Based on Continuous Cycle Spinning},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {5},
pages = {2985--2992},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2017.2657602},
doi = {10.1109/TGRS.2017.2657602},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiuLLZZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhuW17,
author = {Zhihui Zhu and
Michael B. Wakin},
title = {On the Asymptotic Equivalence of Circulant and Toeplitz Matrices},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {5},
pages = {2975--2992},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2676808},
doi = {10.1109/TIT.2017.2676808},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ZhuW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/ZhuYWT17,
author = {Zhihui Zhu and
Dehui Yang and
Michael B. Wakin and
Gongguo Tang},
editor = {Michael B. Matthews},
title = {A super-resolution algorithm for multiband signal identification},
booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2017, Pacific Grove, CA, USA, October 29 - November 1, 2017},
pages = {323--327},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ACSSC.2017.8335193},
doi = {10.1109/ACSSC.2017.8335193},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/acssc/ZhuYWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/ZhuLW17,
author = {Zhihui Zhu and
Manuel Lopez{-}Santillana and
Michael B. Wakin},
title = {Super-Resolution of complex exponentials from modulations with known
waveforms},
booktitle = {2017 {IEEE} 7th International Workshop on Computational Advances in
Multi-Sensor Adaptive Processing, {CAMSAP} 2017, Cura{\c{c}}ao, The
Netherlands, December 10-13, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CAMSAP.2017.8313058},
doi = {10.1109/CAMSAP.2017.8313058},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/camsap/ZhuLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ZhuLTW17,
author = {Zhihui Zhu and
Qiuwei Li and
Gongguo Tang and
Michael B. Wakin},
title = {Global optimality in low-rank matrix optimization},
booktitle = {2017 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017},
pages = {1275--1279},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/GlobalSIP.2017.8309166},
doi = {10.1109/GLOBALSIP.2017.8309166},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/ZhuLTW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiLMWYZ17,
author = {Qiuwei Li and
Shuang Li and
Hassan Mansour and
Michael B. Wakin and
Dehui Yang and
Zhihui Zhu},
title = {Jazz: {A} companion to music for frequency estimation with missing
data},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {3236--3240},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952754},
doi = {10.1109/ICASSP.2017.7952754},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiLMWYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiZBY17,
author = {Gang Li and
Zhihui Zhu and
Huang Bai and
Aihua Yu},
title = {A new framework for designing incoherent sparsifying dictionaries},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4416--4420},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952991},
doi = {10.1109/ICASSP.2017.7952991},
timestamp = {Tue, 20 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiZBY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhuKWDR17,
author = {Zhihui Zhu and
Santhosh Karnik and
Michael B. Wakin and
Mark A. Davenport and
Justin K. Romberg},
title = {Fast orthogonal approximations of sampled sinusoids and bandlimited
signals},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4511--4515},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953010},
doi = {10.1109/ICASSP.2017.7953010},
timestamp = {Fri, 23 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhuKWDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuLTW17,
author = {Zhihui Zhu and
Qiuwei Li and
Gongguo Tang and
Michael B. Wakin},
title = {Global Optimality in Low-rank Matrix Optimization},
journal = {CoRR},
volume = {abs/1702.07945},
year = {2017},
url = {http://arxiv.org/abs/1702.07945},
eprinttype = {arXiv},
eprint = {1702.07945},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuLTW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuLTW17a,
author = {Zhihui Zhu and
Qiuwei Li and
Gongguo Tang and
Michael B. Wakin},
title = {The Global Optimization Geometry of Nonsymmetric Matrix Factorization
and Sensing},
journal = {CoRR},
volume = {abs/1703.01256},
year = {2017},
url = {http://arxiv.org/abs/1703.01256},
eprinttype = {arXiv},
eprint = {1703.01256},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuLTW17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiZT17,
author = {Qiuwei Li and
Zhihui Zhu and
Gongguo Tang},
title = {Geometry of Factored Nuclear Norm Regularization},
journal = {CoRR},
volume = {abs/1704.01265},
year = {2017},
url = {http://arxiv.org/abs/1704.01265},
eprinttype = {arXiv},
eprint = {1704.01265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiZT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuKDRW17,
author = {Zhihui Zhu and
Santhosh Karnik and
Mark A. Davenport and
Justin Romberg and
Michael B. Wakin},
title = {The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting
Operators},
journal = {CoRR},
volume = {abs/1707.05344},
year = {2017},
url = {http://arxiv.org/abs/1707.05344},
eprinttype = {arXiv},
eprint = {1707.05344},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuKDRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06616,
author = {Zhihui Zhu and
Gang Li and
Jiajun Ding and
Qiuwei Li and
Xiongxiong He},
title = {On Collaborative Compressive Sensing Systems: The Framework, Design
and Algorithm},
journal = {CoRR},
volume = {abs/1709.06616},
year = {2017},
url = {http://arxiv.org/abs/1709.06616},
eprinttype = {arXiv},
eprint = {1709.06616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06895,
author = {Tao Hong and
Xiao Li and
Zhihui Zhu and
Qiuwei Li},
title = {Optimized Sparse Projections for Compressive Sensing},
journal = {CoRR},
volume = {abs/1709.06895},
year = {2017},
url = {http://arxiv.org/abs/1709.06895},
eprinttype = {arXiv},
eprint = {1709.06895},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07956,
author = {Zhihui Zhu and
Michael B. Wakin},
title = {Time-Limited Toeplitz Operators on Abelian Groups: Applications in
Information Theory and Subspace Approximation},
journal = {CoRR},
volume = {abs/1711.07956},
year = {2017},
url = {http://arxiv.org/abs/1711.07956},
eprinttype = {arXiv},
eprint = {1711.07956},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04613,
author = {Zhihui Zhu and
Santhosh Karnik and
Michael B. Wakin and
Mark A. Davenport and
Justin Romberg},
title = {{ROAST:} Rapid Orthogonal Approximate Slepian Transform},
journal = {CoRR},
volume = {abs/1712.04613},
year = {2017},
url = {http://arxiv.org/abs/1712.04613},
eprinttype = {arXiv},
eprint = {1712.04613},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HongBLZ16,
author = {Tao Hong and
Huang Bai and
Sheng Li and
Zhihui Zhu},
title = {An efficient algorithm for designing projection matrix in compressive
sensing based on alternating optimization},
journal = {Signal Process.},
volume = {125},
pages = {9--20},
year = {2016},
url = {https://doi.org/10.1016/j.sigpro.2015.12.015},
doi = {10.1016/J.SIGPRO.2015.12.015},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/HongBLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/KarnikZWRD16,
author = {Santhosh Karnik and
Zhihui Zhu and
Michael B. Wakin and
Justin K. Romberg and
Mark A. Davenport},
title = {Fast computations for approximation and compression in Slepian spaces},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {1359--1363},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7906063},
doi = {10.1109/GLOBALSIP.2016.7906063},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/KarnikZWRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/ZhuTSGWR16,
author = {Zhihui Zhu and
Gongguo Tang and
Pawan Setlur and
Sandeep Gogineni and
Michael B. Wakin and
Muralidhar Rangaswamy},
title = {Super-resolution in {SAR} imaging: Analysis with the atomic norm},
booktitle = {2016 {IEEE} Sensor Array and Multichannel Signal Processing Workshop
(SAM), Rio de Janerio, Brazil, July 10-13, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SAM.2016.7569639},
doi = {10.1109/SAM.2016.7569639},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/ZhuTSGWR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuW16,
author = {Zhihui Zhu and
Michael B. Wakin},
title = {On the Asymptotic Equivalence of Circulant and Toeplitz Matrices},
journal = {CoRR},
volume = {abs/1608.04820},
year = {2016},
url = {http://arxiv.org/abs/1608.04820},
eprinttype = {arXiv},
eprint = {1608.04820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HongZ16,
author = {Tao Hong and
Zhihui Zhu},
title = {Robust Projection Matrix Design and Its Application in Compression},
journal = {CoRR},
volume = {abs/1609.08281},
year = {2016},
url = {http://arxiv.org/abs/1609.08281},
eprinttype = {arXiv},
eprint = {1609.08281},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HongZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuW15,
author = {Zhihui Zhu and
Michael B. Wakin},
title = {Approximating Sampled Sinusoids and Multiband Signals Using Multiband
Modulated {DPSS} Dictionaries},
journal = {CoRR},
volume = {abs/1507.00029},
year = {2015},
url = {http://arxiv.org/abs/1507.00029},
eprinttype = {arXiv},
eprint = {1507.00029},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/HuWWXZL14,
author = {Wenjing Hu and
Liji Wu and
An Wang and
Xinjun Xie and
Zhihui Zhu and
Shun Luo},
title = {Adaptive Chosen-Plaintext Correlation Power Analysis},
booktitle = {Tenth International Conference on Computational Intelligence and Security,
{CIS} 2014, Kunming, Yunnan, China, November 15-16, 2014},
pages = {494--498},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CIS.2014.94},
doi = {10.1109/CIS.2014.94},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cis/HuWWXZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiZYCB13,
author = {Gang Li and
Zhihui Zhu and
Dehui Yang and
Liping Chang and
Huang Bai},
title = {On Projection Matrix Optimization for Compressive Sensing Systems},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {11},
pages = {2887--2898},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2253776},
doi = {10.1109/TSP.2013.2253776},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiZYCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iswcs/BaiZLL13,
author = {Huang Bai and
Zhihui Zhu and
Gang Li and
Sheng Li},
title = {Design of Optimal Measurement Matrix for Compressive Detection},
booktitle = {{ISWCS} 2013, The Tenth International Symposium on Wireless Communication
Systems, Ilmenau, Germany, August 27-30, 2013},
pages = {1--5},
publisher = {VDE-Verlag / {IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6629828/},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iswcs/BaiZLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/ZhangZ09,
author = {Chungou Zhang and
Zhihui Zhu},
title = {Preservation properties of the Baskakov-Kantorovich operators},
journal = {Comput. Math. Appl.},
volume = {57},
number = {9},
pages = {1450--1455},
year = {2009},
url = {https://doi.org/10.1016/j.camwa.2009.01.027},
doi = {10.1016/J.CAMWA.2009.01.027},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/ZhangZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/LiZ09,
author = {Zhongkai Li and
Zhihui Zhu},
title = {Characterizations of smoothness of functions in terms of the basis
conjugate to Jacobi polynomials},
journal = {J. Approx. Theory},
volume = {160},
number = {1-2},
pages = {113--134},
year = {2009},
url = {https://doi.org/10.1016/j.jat.2008.03.006},
doi = {10.1016/J.JAT.2008.03.006},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/LiZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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