default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "Yuantao Gu"
download as .bib file
@article{DBLP:journals/icl/ChenZJZYG24,
author = {Yufan Chen and
Lei Zhu and
Cheng Jin and
Jiawei Zhang and
Changhua Yao and
Yuantao Gu},
title = {Boosting Open-Set {RF} Signal Recognition Under Low {SNR} Condition
in Feature Space},
journal = {{IEEE} Commun. Lett.},
volume = {28},
number = {3},
pages = {627--631},
year = {2024},
url = {https://doi.org/10.1109/LCOMM.2024.3352571},
doi = {10.1109/LCOMM.2024.3352571},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/ChenZJZYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhangMG24,
author = {Zhenwei Zhang and
Linghang Meng and
Yuantao Gu},
title = {SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series
Forecasting},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {10},
pages = {18435--18448},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3363451},
doi = {10.1109/JIOT.2024.3363451},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ZhangMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiuWG24,
author = {Ziyuan Liu and
Shaoping Wang and
Yuantao Gu},
title = {{SAR} Image Compression With Inherent Denoising Capability Through
Knowledge Distillation},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2024.3386758},
doi = {10.1109/LGRS.2024.3386758},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/LiuWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/ZhouLZW24,
author = {Yuantao Zhou and
Fenggui Liu and
Guoming Zhang and
Jing'ai Wang},
title = {Response of the Normalized Difference Vegetation Index {(NDVI)} to
Snow Cover Changes on the Qinghai-Tibet Plateau},
journal = {Remote. Sens.},
volume = {16},
number = {12},
pages = {2140},
year = {2024},
url = {https://doi.org/10.3390/rs16122140},
doi = {10.3390/RS16122140},
timestamp = {Sun, 14 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/ZhouLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tccn/ChenZJYCG24,
author = {Yufan Chen and
Lei Zhu and
Yuchen Jiao and
Changhua Yao and
Kaixin Cheng and
Yuantao Gu},
title = {An Extreme Value Theory-Based Approach for Reliable Drone {RF} Signal
Identification},
journal = {{IEEE} Trans. Cogn. Commun. Netw.},
volume = {10},
number = {2},
pages = {454--469},
year = {2024},
url = {https://doi.org/10.1109/TCCN.2023.3327594},
doi = {10.1109/TCCN.2023.3327594},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tccn/ChenZJYCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuWLGY24,
author = {Ziyuan Liu and
Shaoping Wang and
Ying Li and
Yuantao Gu and
Quan Yu},
title = {{DSRKD:} Joint Despecking and Super-Resolution of {SAR} Images via
Knowledge Distillation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--13},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3432193},
doi = {10.1109/TGRS.2024.3432193},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiuWLGY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wcl/ChenZZCYG24,
author = {Yufan Chen and
Lei Zhu and
Jiawei Zhang and
Kaixin Cheng and
Lu Yu and
Yuantao Gu},
title = {Counterfactual Threshold Learning for Drone {RF} Signal Classification
Under Interference Conditions},
journal = {{IEEE} Wirel. Commun. Lett.},
volume = {13},
number = {7},
pages = {1958--1962},
year = {2024},
url = {https://doi.org/10.1109/LWC.2024.3397618},
doi = {10.1109/LWC.2024.3397618},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wcl/ChenZZCYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangCJZG24,
author = {Jiawei Zhang and
Yufan Chen and
Cheng Jin and
Lei Zhu and
Yuantao Gu},
title = {{EPA:} Neural Collapse Inspired Robust Out-of-distribution Detector},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {6515--6519},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10447053},
doi = {10.1109/ICASSP48485.2024.10447053},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangCJZG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangWDG24,
author = {Zhenwei Zhang and
Ruiqi Wang and
Ran Ding and
Yuantao Gu},
title = {Unravel Anomalies: an End-to-End Seasonal-Trend Decomposition Approach
for Time Series Anomaly Detection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {5415--5419},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446482},
doi = {10.1109/ICASSP48485.2024.10446482},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangWDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/WangWTLXTLLC24,
author = {Junya Wang and
Guanxiong Wu and
Tiantian Tian and
Qihua Lin and
Chu Xiao and
Xiaoyu Tao and
Jianqiang Li and
Yuantao Li and
Jie Chen},
editor = {De{-}Shuang Huang and
Xiankun Zhang and
Yijie Pan},
title = {Explainable Deep Learning with Human Feedback for Perioperative Complications
Prediction},
booktitle = {Advanced Intelligent Computing Technology and Applications - 20th
International Conference, {ICIC} 2024, Tianjin, China, August 5-8,
2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14863},
pages = {204--217},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5581-3\_17},
doi = {10.1007/978-981-97-5581-3\_17},
timestamp = {Thu, 08 Aug 2024 08:41:08 +0200},
biburl = {https://dblp.org/rec/conf/icic/WangWTLXTLLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/XuLCZYS0Z24,
author = {Shiyao Xu and
Caiyun Liu and
Yuantao Chen and
Zhenxin Zhu and
Zike Yan and
Yongliang Shi and
Hao Zhao and
Guyue Zhou},
title = {Camera Relocalization in Shadow-free Neural Radiance Fields},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {4052--4059},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10611228},
doi = {10.1109/ICRA57147.2024.10611228},
timestamp = {Mon, 19 Aug 2024 15:58:53 +0200},
biburl = {https://dblp.org/rec/conf/icra/XuLCZYS0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/LiLGGX24,
author = {Hongyao Li and
Bo Lin and
Feifei Gao and
Yuantao Gu and
Jianxiang Xi},
title = {Sub-6GHz Aided Hybrid Beamforming for mmWave System},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024,
Dubai, United Arab Emirates, April 21-24, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WCNC57260.2024.10570700},
doi = {10.1109/WCNC57260.2024.10570700},
timestamp = {Mon, 15 Jul 2024 15:18:26 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/LiLGGX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01710,
author = {Jiawei Zhang and
Yufan Chen and
Cheng Jin and
Lei Zhu and
Yuantao Gu},
title = {{EPA:} Neural Collapse Inspired Robust Out-of-Distribution Detector},
journal = {CoRR},
volume = {abs/2401.01710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01710},
doi = {10.48550/ARXIV.2401.01710},
eprinttype = {arXiv},
eprint = {2401.01710},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02880,
author = {Baijun Ye and
Caiyun Liu and
Xiaoyu Ye and
Yuantao Chen and
Yuhai Wang and
Zike Yan and
Yongliang Shi and
Hao Zhao and
Guyue Zhou},
title = {Blending Distributed NeRFs with Tri-stage Robust Pose Optimization},
journal = {CoRR},
volume = {abs/2405.02880},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.02880},
doi = {10.48550/ARXIV.2405.02880},
eprinttype = {arXiv},
eprint = {2405.02880},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-02880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14824,
author = {Shiyao Xu and
Caiyun Liu and
Yuantao Chen and
Zhenxin Zhu and
Zike Yan and
Yongliang Shi and
Hao Zhao and
Guyue Zhou},
title = {Camera Relocalization in Shadow-free Neural Radiance Fields},
journal = {CoRR},
volume = {abs/2405.14824},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14824},
doi = {10.48550/ARXIV.2405.14824},
eprinttype = {arXiv},
eprint = {2405.14824},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06959,
author = {Jiawei Zhang and
Jiaxin Zhuang and
Cheng Jin and
Gen Li and
Yuantao Gu},
title = {Unleashing the Denoising Capability of Diffusion Prior for Solving
Inverse Problems},
journal = {CoRR},
volume = {abs/2406.06959},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06959},
doi = {10.48550/ARXIV.2406.06959},
eprinttype = {arXiv},
eprint = {2406.06959},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12793,
author = {Aohan Zeng and
Bin Xu and
Bowen Wang and
Chenhui Zhang and
Da Yin and
Diego Rojas and
Guanyu Feng and
Hanlin Zhao and
Hanyu Lai and
Hao Yu and
Hongning Wang and
Jiadai Sun and
Jiajie Zhang and
Jiale Cheng and
Jiayi Gui and
Jie Tang and
Jing Zhang and
Juanzi Li and
Lei Zhao and
Lindong Wu and
Lucen Zhong and
Mingdao Liu and
Minlie Huang and
Peng Zhang and
Qinkai Zheng and
Rui Lu and
Shuaiqi Duan and
Shudan Zhang and
Shulin Cao and
Shuxun Yang and
Weng Lam Tam and
Wenyi Zhao and
Xiao Liu and
Xiao Xia and
Xiaohan Zhang and
Xiaotao Gu and
Xin Lv and
Xinghan Liu and
Xinyi Liu and
Xinyue Yang and
Xixuan Song and
Xunkai Zhang and
Yifan An and
Yifan Xu and
Yilin Niu and
Yuantao Yang and
Yueyan Li and
Yushi Bai and
Yuxiao Dong and
Zehan Qi and
Zhaoyu Wang and
Zhen Yang and
Zhengxiao Du and
Zhenyu Hou and
Zihan Wang},
title = {ChatGLM: {A} Family of Large Language Models from {GLM-130B} to {GLM-4}
All Tools},
journal = {CoRR},
volume = {abs/2406.12793},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12793},
doi = {10.48550/ARXIV.2406.12793},
eprinttype = {arXiv},
eprint = {2406.12793},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/LiFGLZ23,
author = {Xuegui Li and
Shuo Feng and
Yuantao Guo and
Hanyang Li and
Yingjie Zhou},
title = {Denoising Method for Microseismic Signals with Convolutional Neural
Network Based on Transfer Learning},
journal = {Int. J. Comput. Intell. Syst.},
volume = {16},
number = {1},
pages = {91},
year = {2023},
url = {https://doi.org/10.1007/s44196-023-00275-w},
doi = {10.1007/S44196-023-00275-W},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/LiFGLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/LiuGSLY23,
author = {Yating Liu and
Yuantao Gu and
Xinyue Shen and
Qingmin Liao and
Quan Yu},
title = {{MSCA:} An Unsupervised Anomaly Detection System for Network Security
in Backbone Network},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {10},
number = {1},
pages = {223--238},
year = {2023},
url = {https://doi.org/10.1109/TNSE.2022.3206353},
doi = {10.1109/TNSE.2022.3206353},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnse/LiuGSLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001G23,
author = {Xingyu Xu and
Yuantao Gu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Oblivious near-optimal sampling for multidimensional signals with
Fourier constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4532--4555},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001G23a,
author = {Xingyu Xu and
Yuantao Gu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Benign overfitting of non-smooth neural networks beyond lazy training},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11094--11117},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23k.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001G23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangJWG23,
author = {Xiaolu Wang and
Yuchen Jiao and
Hoi{-}To Wai and
Yuantao Gu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Incremental Aggregated Riemannian Gradient Method for Distributed
{PCA}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7492--7510},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23j.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangJWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/WangJWG23,
author = {Xiaolu Wang and
Cheng Jin and
Hoi{-}To Wai and
Yuantao Gu},
title = {Linear Speedup of Incremental Aggregated Gradient Methods on Streaming
Data},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {4314--4319},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10383924},
doi = {10.1109/CDC49753.2023.10383924},
timestamp = {Mon, 29 Jan 2024 17:30:32 +0100},
biburl = {https://dblp.org/rec/conf/cdc/WangJWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangWXZG23,
author = {Zhenwei Zhang and
Xin Wang and
Jingyuan Xie and
Heling Zhang and
Yuantao Gu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4415--4419},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615159},
doi = {10.1145/3583780.3615159},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangWXZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/WangG23,
author = {Yuhao Wang and
Yuantao Gu},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {MelMAE-VC: Extending Masked Autoencoders to Voice Conversion},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {XI}},
series = {Communications in Computer and Information Science},
volume = {1965},
pages = {482--494},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8145-8\_37},
doi = {10.1007/978-981-99-8145-8\_37},
timestamp = {Mon, 27 Nov 2023 17:45:48 +0100},
biburl = {https://dblp.org/rec/conf/iconip/WangG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ZhuCWHSLLZZ23,
author = {Zhenxin Zhu and
Yuantao Chen and
Zirui Wu and
Chao Hou and
Yongliang Shi and
Chuxuan Li and
Pengfei Li and
Hao Zhao and
Guyue Zhou},
title = {{LATITUDE:} Robotic Global Localization with Truncated Dynamic Low-pass
Filter in City-scale NeRF},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {8326--8332},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10161570},
doi = {10.1109/ICRA48891.2023.10161570},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ZhuCWHSLLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/ZhangZG023,
author = {Yuyang Zhang and
Runyu Zhang and
Yuantao Gu and
Na Li},
editor = {Nikolai Matni and
Manfred Morari and
George J. Pappas},
title = {Multi-Agent Reinforcement Learning with Reward Delays},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2023, 15-16 June
2023, Philadelphia, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {211},
pages = {692--704},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v211/zhang23c.html},
timestamp = {Wed, 09 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/ZhangZG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01597,
author = {Zhenwei Zhang and
Xin Wang and
Jingyuan Xie and
Heling Zhang and
Yuantao Gu},
title = {Bridge the Performance Gap in Peak-hour Series Forecasting: The Seq2Peak
Framework},
journal = {CoRR},
volume = {abs/2307.01597},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01597},
doi = {10.48550/ARXIV.2307.01597},
eprinttype = {arXiv},
eprint = {2307.01597},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01616,
author = {Zhenwei Zhang and
Xin Wang and
Yuantao Gu},
title = {SageFormer: Series-Aware Graph-Enhanced Transformers for Multivariate
Time Series Forecasting},
journal = {CoRR},
volume = {abs/2307.01616},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01616},
doi = {10.48550/ARXIV.2307.01616},
eprinttype = {arXiv},
eprint = {2307.01616},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04980,
author = {Xiaolu Wang and
Cheng Jin and
Hoi{-}To Wai and
Yuantao Gu},
title = {Linear Speedup of Incremental Aggregated Gradient Methods on Streaming
Data},
journal = {CoRR},
volume = {abs/2309.04980},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04980},
doi = {10.48550/ARXIV.2309.04980},
eprinttype = {arXiv},
eprint = {2309.04980},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00268,
author = {Zhenwei Zhang and
Ruiqi Wang and
Ran Ding and
Yuantao Gu},
title = {Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach
for Time Series Anomaly Detection},
journal = {CoRR},
volume = {abs/2310.00268},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00268},
doi = {10.48550/ARXIV.2310.00268},
eprinttype = {arXiv},
eprint = {2310.00268},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangCFGYW22,
author = {Xin Wang and
Xia Cao and
Yuantao Feng and
Maozu Guo and
Guoxian Yu and
Jun Wang},
title = {{ELSSI:} parallel {SNP-SNP} interactions detection by ensemble multi-type
detectors},
journal = {Briefings Bioinform.},
volume = {23},
number = {4},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac213},
doi = {10.1093/BIB/BBAC213},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/WangCFGYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/JiaoG22,
author = {Yuchen Jiao and
Yuantao Gu},
title = {Communication-Efficient Decentralized Subspace Estimation},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {16},
number = {3},
pages = {516--531},
year = {2022},
url = {https://doi.org/10.1109/JSTSP.2022.3157437},
doi = {10.1109/JSTSP.2022.3157437},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/JiaoG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LiGD22,
author = {Gen Li and
Yuantao Gu and
Jie Ding},
title = {{\textdollar}{\textbackslash}ell {\_}1{\textdollar} Regularization
in Two-Layer Neural Networks},
journal = {{IEEE} Signal Process. Lett.},
volume = {29},
pages = {135--139},
year = {2022},
url = {https://doi.org/10.1109/LSP.2021.3129698},
doi = {10.1109/LSP.2021.3129698},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/LiGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/YangXG22,
author = {Zhouhao Yang and
Xingyu Xu and
Yuantao Gu},
title = {A General Framework for Accurate and Private Mean Estimation},
journal = {{IEEE} Signal Process. Lett.},
volume = {29},
pages = {2293--2297},
year = {2022},
url = {https://doi.org/10.1109/LSP.2022.3219356},
doi = {10.1109/LSP.2022.3219356},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/YangXG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LiWCGC22,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
title = {Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and
Variance Reduction},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {1},
pages = {448--473},
year = {2022},
url = {https://doi.org/10.1109/TIT.2021.3120096},
doi = {10.1109/TIT.2021.3120096},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/LiWCGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ZhouZYYGW22,
author = {Yang Zhou and
Yuantao Zhang and
Quan Yuan and
Chao Yang and
Tangyi Guo and
Yinhai Wang},
title = {The Smartphone-Based Person Travel Survey System: Data Collection,
Trip Extraction, and Travel Mode Detection},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {12},
pages = {23399--23407},
year = {2022},
url = {https://doi.org/10.1109/TITS.2022.3207198},
doi = {10.1109/TITS.2022.3207198},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ZhouZYYGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiaoXG22,
author = {Yuchen Jiao and
Xingyu Xu and
Yuantao Gu},
title = {Quantization for Communication-Efficient Change-Point Detection Over
Networks},
journal = {{IEEE} Trans. Signal Process.},
volume = {70},
pages = {142--157},
year = {2022},
url = {https://doi.org/10.1109/TSP.2021.3134885},
doi = {10.1109/TSP.2021.3134885},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/JiaoXG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08498,
author = {Zhenxin Zhu and
Yuantao Chen and
Zirui Wu and
Chao Hou and
Yongliang Shi and
Chuxuan Li and
Pengfei Li and
Hao Zhao and
Guyue Zhou},
title = {{LATITUDE:} Robotic Global Localization with Truncated Dynamic Low-pass
Filter in City-scale NeRF},
journal = {CoRR},
volume = {abs/2209.08498},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08498},
doi = {10.48550/ARXIV.2209.08498},
eprinttype = {arXiv},
eprint = {2209.08498},
timestamp = {Sat, 03 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07459,
author = {Zirui Wu and
Yuantao Chen and
Runyi Yang and
Zhenxin Zhu and
Chao Hou and
Yongliang Shi and
Hao Zhao and
Guyue Zhou},
title = {AsyncNeRF: Learning Large-scale Radiance Fields from Asynchronous
{RGB-D} Sequences with Time-Pose Function},
journal = {CoRR},
volume = {abs/2211.07459},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07459},
doi = {10.48550/ARXIV.2211.07459},
eprinttype = {arXiv},
eprint = {2211.07459},
timestamp = {Sat, 18 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01441,
author = {Yuyang Zhang and
Runyu Zhang and
Gen Li and
Yuantao Gu and
Na Li},
title = {Multi-Agent Reinforcement Learning with Reward Delays},
journal = {CoRR},
volume = {abs/2212.01441},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01441},
doi = {10.48550/ARXIV.2212.01441},
eprinttype = {arXiv},
eprint = {2212.01441},
timestamp = {Wed, 09 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ChenLPGXXZY21,
author = {Yuantao Chen and
Linwu Liu and
Volachith Phonevilay and
Ke Gu and
Runlong Xia and
Jingbo Xie and
Qian Zhang and
Kai Yang},
title = {Image super-resolution reconstruction based on feature map attention
mechanism},
journal = {Appl. Intell.},
volume = {51},
number = {7},
pages = {4367--4380},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-02116-1},
doi = {10.1007/S10489-020-02116-1},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ChenLPGXXZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/GuJXY21,
author = {Yuantao Gu and
Yuchen Jiao and
Xingyu Xu and
Quan Yu},
title = {Request-Response and Censoring-Based Energy-Efficient Decentralized
Change-Point Detection With IoT Applications},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {8},
pages = {6771--6788},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3028387},
doi = {10.1109/JIOT.2020.3028387},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/GuJXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdis/LiXZHKLS21,
author = {Jiao Li and
Guojian Xian and
Ruixue Zhao and
Yongwen Huang and
Yuantao Kou and
Tingting Luo and
Tan Sun},
title = {RDFAdaptor: Efficient {ETL} Plugins for {RDF} Data Process},
journal = {J. Data Inf. Sci.},
volume = {6},
number = {3},
pages = {123--145},
year = {2021},
url = {https://doi.org/10.2478/jdis-2021-0020},
doi = {10.2478/JDIS-2021-0020},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdis/LiXZHKLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasII/YangGCMS21,
author = {Chengzhu Yang and
Yuantao Gu and
Badong Chen and
Hongbing Ma and
Hing Cheung So},
title = {2-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {68},
number = {4},
pages = {1492--1496},
year = {2021},
url = {https://doi.org/10.1109/TCSII.2020.3024912},
doi = {10.1109/TCSII.2020.3024912},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcasII/YangGCMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/XingCDGZ21,
author = {Lei Xing and
Badong Chen and
Shaoyi Du and
Yuantao Gu and
Nanning Zheng},
title = {Correntropy-Based Multiview Subspace Clustering},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {6},
pages = {3298--3311},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2019.2952398},
doi = {10.1109/TCYB.2019.2952398},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/XingCDGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ChenDGZP21,
author = {Badong Chen and
Lujuan Dang and
Yuantao Gu and
Nanning Zheng and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {Minimum Error Entropy Kalman Filter},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {9},
pages = {5819--5829},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2019.2957269},
doi = {10.1109/TSMC.2019.2957269},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/ChenDGZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/0005WCG021,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Softmax Policy Gradient Methods Can Take Exponential Time to Converge},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {3107--3110},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/li21b.html},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/0005WCG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsp/LiuJJXG21,
author = {Kunzan Liu and
Yuchen Jiao and
Ye Jin and
Xu Xiang and
Yuantao Gu},
title = {Dimensionality-reduced Secure Outlier Detection on Union of Subspaces},
booktitle = {5th {IEEE} International Conference on Cryptography, Security and
Privacy, {CSP} 2021, Zhuhai, China, January 8-10, 2021},
pages = {101--106},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSP51677.2021.9357502},
doi = {10.1109/CSP51677.2021.9357502},
timestamp = {Tue, 02 Mar 2021 15:00:44 +0100},
biburl = {https://dblp.org/rec/conf/iccsp/LiuJJXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0005C0GWC21,
author = {Gen Li and
Changxiao Cai and
Yuxin Chen and
Yuantao Gu and
Yuting Wei and
Yuejie Chi},
editor = {Marina Meila and
Tong Zhang},
title = {Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning},
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 = {6296--6306},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21b.html},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0005C0GWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0005G21,
author = {Gen Li and
Yuantao Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Theory of Spectral Method for Union of Subspaces-Based Random Geometry
Graph},
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 = {6337--6345},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0005G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiCCGW21,
author = {Gen Li and
Yuxin Chen and
Yuejie Chi and
Yuantao Gu and
Yuting Wei},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable
MDPs with Limited Revisiting},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16671--16685},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8b5700012be65c9da25f49408d959ca0-Abstract.html},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiCCGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSCGC21,
author = {Gen Li and
Laixi Shi and
Yuxin Chen and
Yuantao Gu and
Yuejie Chi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free
Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17762--17776},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/94739e5a5164b4d2396e253a11d57044-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiSCGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06548,
author = {Gen Li and
Changxiao Cai and
Yuxin Chen and
Yuantao Gu and
Yuting Wei and
Yuejie Chi},
title = {Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning},
journal = {CoRR},
volume = {abs/2102.06548},
year = {2021},
url = {https://arxiv.org/abs/2102.06548},
eprinttype = {arXiv},
eprint = {2102.06548},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11270,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
title = {Softmax Policy Gradient Methods Can Take Exponential Time to Converge},
journal = {CoRR},
volume = {abs/2102.11270},
year = {2021},
url = {https://arxiv.org/abs/2102.11270},
eprinttype = {arXiv},
eprint = {2102.11270},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03298,
author = {Gen Li and
Changxiao Cai and
Yuantao Gu and
H. Vincent Poor and
Yuxin Chen},
title = {Minimax Estimation of Linear Functions of Eigenvectors in the Face
of Small Eigen-Gaps},
journal = {CoRR},
volume = {abs/2104.03298},
year = {2021},
url = {https://arxiv.org/abs/2104.03298},
eprinttype = {arXiv},
eprint = {2104.03298},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08024,
author = {Gen Li and
Yuxin Chen and
Yuejie Chi and
Yuantao Gu and
Yuting Wei},
title = {Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable
MDPs with Limited Revisiting},
journal = {CoRR},
volume = {abs/2105.08024},
year = {2021},
url = {https://arxiv.org/abs/2105.08024},
eprinttype = {arXiv},
eprint = {2105.08024},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12068,
author = {Gen Li and
Yuantao Gu and
Jie Ding},
title = {The Rate of Convergence of Variation-Constrained Deep Neural Networks},
journal = {CoRR},
volume = {abs/2106.12068},
year = {2021},
url = {https://arxiv.org/abs/2106.12068},
eprinttype = {arXiv},
eprint = {2106.12068},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04645,
author = {Gen Li and
Laixi Shi and
Yuxin Chen and
Yuantao Gu and
Yuejie Chi},
title = {Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2110.04645},
year = {2021},
url = {https://arxiv.org/abs/2110.04645},
eprinttype = {arXiv},
eprint = {2110.04645},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/WuMG20,
author = {Yue Wu and
Shaodan Ma and
Yuantao Gu},
title = {A Unified Framework of Non-Orthogonal Pilot Design for Multi-Cell
Massive {MIMO} Systems},
journal = {{IEEE} Trans. Commun.},
volume = {68},
number = {12},
pages = {7623--7633},
year = {2020},
url = {https://doi.org/10.1109/TCOMM.2020.3017283},
doi = {10.1109/TCOMM.2020.3017283},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcom/WuMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/QinCGZP20,
author = {Zhengda Qin and
Badong Chen and
Yuantao Gu and
Nanning Zheng and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {Probability Density Rank-Based Quantization for Convex Universal Learning
Machines},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {8},
pages = {3100--3113},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2935502},
doi = {10.1109/TNNLS.2019.2935502},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/QinCGZP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiXG20,
author = {Gen Li and
Xingyu Xu and
Yuantao Gu},
title = {Lower Bound for {RIP} Constants and Concentration of Sum of Top Order
Statistics},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {3169--3178},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2985848},
doi = {10.1109/TSP.2020.2985848},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/LiXG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MaoYHGSY20,
author = {Xianghui Mao and
Kun Yuan and
Yubin Hu and
Yuantao Gu and
Ali H. Sayed and
Wotao Yin},
title = {Walkman: {A} Communication-Efficient Random-Walk Algorithm for Decentralized
Optimization},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {2513--2528},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2983167},
doi = {10.1109/TSP.2020.2983167},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/MaoYHGSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/XieLGCC20,
author = {Yuqing Xie and
Yingsong Li and
Yuantao Gu and
Jiuwen Cao and
Badong Chen},
title = {Fixed-Point Minimum Error Entropy With Fiducial Points},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {3824--3833},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.3001404},
doi = {10.1109/TSP.2020.3001404},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/XieLGCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/XuLG20,
author = {Xingyu Xu and
Gen Li and
Yuantao Gu},
title = {Unraveling the Veil of Subspace {RIP} Through Near-Isometry on Subspaces},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {3117--3131},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2984905},
doi = {10.1109/TSP.2020.2984905},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/XuLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YangGCMS20,
author = {Chengzhu Yang and
Yuantao Gu and
Badong Chen and
Hongbing Ma and
Hing Cheung So},
title = {Learning Proximal Operator Methods for Nonconvex Sparse Recovery with
Theoretical Guarantee},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {5244--5259},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2978615},
doi = {10.1109/TSP.2020.2978615},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/YangGCMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisc/LiangSSSZZZZ20,
author = {Zhichuang Liang and
Shiyu Shen and
Yuantao Shi and
Dongni Sun and
Chongxuan Zhang and
Guoyun Zhang and
Yunlei Zhao and
Zhixiang Zhao},
editor = {Yongdong Wu and
Moti Yung},
title = {Number Theoretic Transform: Generalization, Optimization, Concrete
Analysis and Applications},
booktitle = {Information Security and Cryptology - 16th International Conference,
Inscrypt 2020, Guangzhou, China, December 11-14, 2020, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12612},
pages = {415--432},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-71852-7\_28},
doi = {10.1007/978-3-030-71852-7\_28},
timestamp = {Thu, 25 Mar 2021 16:08:15 +0100},
biburl = {https://dblp.org/rec/conf/cisc/LiangSSSZZZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0005MG20,
author = {Yue Wu and
Shaodan Med and
Yuantao Gu},
title = {Distributed Non-Orthogonal Pilot Design for Multi-Cell Massive Mimo
Systems},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {5195--5199},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053224},
doi = {10.1109/ICASSP40776.2020.9053224},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0005MG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MengJG20,
author = {Linghang Meng and
Yuchen Jiao and
Yuantao Gu},
title = {An Easy-to-Implement Framework of Fast Subspace Clustering For Big
Data Sets},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {3612--3616},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053810},
doi = {10.1109/ICASSP40776.2020.9053810},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MengJG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuJG20,
author = {Xingyu Xu and
Yuchen Jiao and
Yuantao Gu},
title = {Principal Angle Detector for Subspace Signal with Structured Unknown
Interference},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {6019--6023},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053242},
doi = {10.1109/ICASSP40776.2020.9053242},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XuJG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/JiaoMG20,
author = {Yuchen Jiao and
Yirong Ma and
Yuantao Gu},
title = {Hyperspectral Image Clustering based on Variational Expectation Maximization},
booktitle = {11th {IEEE} Sensor Array and Multichannel Signal Processing Workshop,
{SAM} 2020, Hangzhou, China, June 8-11, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SAM48682.2020.9104375},
doi = {10.1109/SAM48682.2020.9104375},
timestamp = {Tue, 15 Jun 2021 19:37:23 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/JiaoMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0005WCG020,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and
Variance Reduction},
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/4eab60e55fe4c7dd567a0be28016bff3-Abstract.html},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0005WCG020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0005WCG020a,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Breaking the Sample Size Barrier in Model-Based Reinforcement Learning
with a Generative Model},
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/96ea64f3a1aa2fd00c72faacf0cb8ac9-Abstract.html},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0005WCG020a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12900,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
title = {Breaking the Sample Size Barrier in Model-Based Reinforcement Learning
with a Generative Model},
journal = {CoRR},
volume = {abs/2005.12900},
year = {2020},
url = {https://arxiv.org/abs/2005.12900},
eprinttype = {arXiv},
eprint = {2005.12900},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03041,
author = {Gen Li and
Yuting Wei and
Yuejie Chi and
Yuantao Gu and
Yuxin Chen},
title = {Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and
Variance Reduction},
journal = {CoRR},
volume = {abs/2006.03041},
year = {2020},
url = {https://arxiv.org/abs/2006.03041},
eprinttype = {arXiv},
eprint = {2006.03041},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01048,
author = {Gen Li and
Yuantao Gu and
Jie Ding},
title = {The Efficacy of L\({}_{\mbox{1s}}\) Regularization in Two-Layer Neural
Networks},
journal = {CoRR},
volume = {abs/2010.01048},
year = {2020},
url = {https://arxiv.org/abs/2010.01048},
eprinttype = {arXiv},
eprint = {2010.01048},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiuSG19,
author = {Qinghua Liu and
Xinyue Shen and
Yuantao Gu},
title = {Linearized {ADMM} for Nonconvex Nonsmooth Optimization With Convergence
Analysis},
journal = {{IEEE} Access},
volume = {7},
pages = {76131--76144},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2914461},
doi = {10.1109/ACCESS.2019.2914461},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiuSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/YangXG19,
author = {Juan Yang and
Yuantao Xie and
Yabo Guo},
title = {Panel data clustering analysis based on composite {PCC:} a parametric
approach},
journal = {Clust. Comput.},
volume = {22},
number = {Supplement},
pages = {8823--8833},
year = {2019},
url = {https://doi.org/10.1007/s10586-018-1973-x},
doi = {10.1007/S10586-018-1973-X},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/YangXG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/TianCHGLZDLH19,
author = {Xiaolu Tian and
Yutian Chong and
Yutao Huang and
Pi Guo and
Mengjie Li and
Wangjian Zhang and
Zhicheng Du and
Xiangyong Li and
Yuantao Hao},
title = {Using Machine Learning Algorithms to Predict Hepatitis {B} Surface
Antigen Seroclearance},
journal = {Comput. Math. Methods Medicine},
volume = {2019},
pages = {6915850:1--6915850:7},
year = {2019},
url = {https://doi.org/10.1155/2019/6915850},
doi = {10.1155/2019/6915850},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmmm/TianCHGLZDLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/WangZGT19,
author = {Xindi Wang and
Qingfeng Zhou and
Yuantao Gu and
Jun Tong},
title = {Compressive Sensing-Based Data Aggregation Approaches for Dynamic
WSNs},
journal = {{IEEE} Commun. Lett.},
volume = {23},
number = {6},
pages = {1073--1076},
year = {2019},
url = {https://doi.org/10.1109/LCOMM.2019.2909861},
doi = {10.1109/LCOMM.2019.2909861},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/WangZGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/MaoGY19,
author = {Xianghui Mao and
Yuantao Gu and
Wotao Yin},
title = {Walk Proximal Gradient: An Energy-Efficient Algorithm for Consensus
Optimization},
journal = {{IEEE} Internet Things J.},
volume = {6},
number = {2},
pages = {2048--2060},
year = {2019},
url = {https://doi.org/10.1109/JIOT.2018.2875057},
doi = {10.1109/JIOT.2018.2875057},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/MaoGY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LiuGS19,
author = {Qi Liu and
Yuantao Gu and
Hing{-}Cheung So},
title = {Smoothed sparse recovery via locally competitive algorithm and forward
Euler discretization method},
journal = {Signal Process.},
volume = {157},
pages = {97--102},
year = {2019},
url = {https://doi.org/10.1016/j.sigpro.2018.11.017},
doi = {10.1016/J.SIGPRO.2018.11.017},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/LiuGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/LiuGS19,
author = {Qi Liu and
Yuantao Gu and
Hing Cheung So},
title = {{DOA} Estimation in Impulsive Noise via Low-Rank Matrix Approximation
and Weakly Convex Optimization},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {55},
number = {6},
pages = {3603--3616},
year = {2019},
url = {https://doi.org/10.1109/TAES.2019.2909728},
doi = {10.1109/TAES.2019.2909728},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/LiuGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/DangCWGP19,
author = {Lujuan Dang and
Badong Chen and
Shiyuan Wang and
Yuantao Gu and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy
Criterion},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {66-I},
number = {11},
pages = {4265--4277},
year = {2019},
url = {https://doi.org/10.1109/TCSI.2019.2920773},
doi = {10.1109/TCSI.2019.2920773},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcas/DangCWGP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/XieWGY19,
author = {Yuantao Xie and
Wen Wang and
Yabo Guo and
Juan Yang},
title = {Study on the country risk rating with distributed crawling system},
journal = {J. Supercomput.},
volume = {75},
number = {10},
pages = {6159--6177},
year = {2019},
url = {https://doi.org/10.1007/s11227-018-2539-7},
doi = {10.1007/S11227-018-2539-7},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/XieWGY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YangSMCGS19,
author = {Chengzhu Yang and
Xinyue Shen and
Hongbing Ma and
Badong Chen and
Yuantao Gu and
Hing Cheung So},
title = {Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical
Guarantees},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {19},
pages = {5046--5061},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2935906},
doi = {10.1109/TSP.2019.2935906},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YangSMCGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/0005G019,
author = {Yue Wu and
Yuantao Gu and
Zhaocheng Wang},
title = {Efficient Channel Estimation for mmWave {MIMO} With Transceiver Hardware
Impairments},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {68},
number = {10},
pages = {9883--9895},
year = {2019},
url = {https://doi.org/10.1109/TVT.2019.2934167},
doi = {10.1109/TVT.2019.2934167},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/0005G019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csps/Han0MZ0G19,
author = {Xudong Han and
Shun Zhang and
Anteneh Mohammed and
Weile Zhang and
Nan Zhao and
Yuantao Gu},
editor = {Qilian Liang and
Wei Wang and
Xin Liu and
Zhenyu Na and
Min Jia and
Baoju Zhang},
title = {Capturing the Sparsity for Massive {MIMO} Channel with Approximate
Message Passing},
booktitle = {Communications, Signal Processing, and Systems - Proceedings of the
8th International Conference on Communications, Signal Processing,
and Systems, {CSPS} 2019, Urumqi, China, 20-22 July 2019},
series = {Lecture Notes in Electrical Engineering},
volume = {571},
pages = {214--222},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-981-13-9409-6\_26},
doi = {10.1007/978-981-13-9409-6\_26},
timestamp = {Thu, 09 Apr 2020 10:53:46 +0200},
biburl = {https://dblp.org/rec/conf/csps/Han0MZ0G19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/0005JGG19,
author = {Yue Wu and
Yuchen Jiao and
Feifei Gao and
Yuantao Gu},
title = {Pilot-Free Channel Change Detection for mmWave Massive {MIMO} System},
booktitle = {2019 {IEEE} Global Communications Conference, {GLOBECOM} 2019, Waikoloa,
HI, USA, December 9-13, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GLOBECOM38437.2019.9014219},
doi = {10.1109/GLOBECOM38437.2019.9014219},
timestamp = {Wed, 04 Mar 2020 10:00:45 +0100},
biburl = {https://dblp.org/rec/conf/globecom/0005JGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0005YG19,
author = {Gen Li and
Jingkai Yan and
Yuantao Gu},
title = {Information Theoretic Lower Bound of Restricted Isometry Property
Constant},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {5297--5301},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683742},
doi = {10.1109/ICASSP.2019.8683742},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0005YG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiGLCW19,
author = {Shuoyang Li and
Yuantao Gu and
Yuhui Luo and
Jonathon A. Chambers and
Wenwu Wang},
title = {Enhanced Streaming Based Subspace Clustering Applied to Acoustic Scene
Data Clustering},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {11--15},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682593},
doi = {10.1109/ICASSP.2019.8682593},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiGLCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PanJLG19,
author = {Yushu Pan and
Yuchen Jiao and
Tiejian Li and
Yuantao Gu},
title = {An Efficient Algorithm for Hyperspectral Image Clustering},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {2167--2171},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683309},
doi = {10.1109/ICASSP.2019.8683309},
timestamp = {Sun, 30 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PanJLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/WangGGF19,
author = {Mingjin Wang and
Feifei Gao and
Yuantao Gu and
Mark F. Flanagan},
title = {A Block Sparsity Based Channel Estimation Technique for mmWave Massive
{MIMO} with Beam Squint Effect},
booktitle = {2019 {IEEE} International Conference on Communications, {ICC} 2019,
Shanghai, China, May 20-24, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICC.2019.8761427},
doi = {10.1109/ICC.2019.8761427},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/WangGGF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/ZhangXZZGZZZT19,
author = {Bufang Zhang and
Xiaodong Xu and
Kangjie Zhang and
Jingxuan Zhang and
Hao Guan and
Yuantao Zhang and
Yanji Zhang and
Naizheng Zheng and
Yong Teng},
title = {Goodput-Aware Traffic Splitting Scheme with Non-ideal Backhaul for
5G-LTE Multi-Connectivity},
booktitle = {2019 {IEEE} Wireless Communications and Networking Conference, {WCNC}
2019, Marrakesh, Morocco, April 15-18, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WCNC.2019.8885728},
doi = {10.1109/WCNC.2019.8885728},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/ZhangXZZGZZZT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06617,
author = {Badong Chen and
Lujuan Dang and
Yuantao Gu and
Nanning Zheng and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {Minimum Error Entropy Kalman Filter},
journal = {CoRR},
volume = {abs/1904.06617},
year = {2019},
url = {http://arxiv.org/abs/1904.06617},
eprinttype = {arXiv},
eprint = {1904.06617},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09608,
author = {Xingyu Xu and
Gen Li and
Yuantao Gu},
title = {Johnson-Lindenstrauss Property Implies Subspace Restricted Isometry
Property},
journal = {CoRR},
volume = {abs/1905.09608},
year = {2019},
url = {http://arxiv.org/abs/1905.09608},
eprinttype = {arXiv},
eprint = {1905.09608},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06054,
author = {Gen Li and
Xingyu Xu and
Yuantao Gu},
title = {Lower Bound for {RIP} Constants and Concentration of Sum of Top Order
Statistics},
journal = {CoRR},
volume = {abs/1907.06054},
year = {2019},
url = {http://arxiv.org/abs/1907.06054},
eprinttype = {arXiv},
eprint = {1907.06054},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06166,
author = {Yuchen Jiao and
Gen Li and
Yuantao Gu},
title = {Compressed Subspace Learning Based on Canonical Angle Preserving Property},
journal = {CoRR},
volume = {abs/1907.06166},
year = {2019},
url = {http://arxiv.org/abs/1907.06166},
eprinttype = {arXiv},
eprint = {1907.06166},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10906,
author = {Gen Li and
Yuantao Gu},
title = {Theory of Spectral Method for Union of Subspaces-Based Random Geometry
Graph},
journal = {CoRR},
volume = {abs/1907.10906},
year = {2019},
url = {http://arxiv.org/abs/1907.10906},
eprinttype = {arXiv},
eprint = {1907.10906},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/WuGW18,
author = {Yue Wu and
Yuantao Gu and
Zhaocheng Wang},
title = {Channel Estimation for mmWave {MIMO} With Transmitter Hardware Impairments},
journal = {{IEEE} Commun. Lett.},
volume = {22},
number = {2},
pages = {320--323},
year = {2018},
url = {https://doi.org/10.1109/LCOMM.2017.2769657},
doi = {10.1109/LCOMM.2017.2769657},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/WuGW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/JiaoCG18,
author = {Yuchen Jiao and
Yanxi Chen and
Yuantao Gu},
title = {Subspace Change-Point Detection: {A} New Model and Solution},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {12},
number = {6},
pages = {1224--1239},
year = {2018},
url = {https://doi.org/10.1109/JSTSP.2018.2873147},
doi = {10.1109/JSTSP.2018.2873147},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/JiaoCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/MengLYG18,
author = {Linghang Meng and
Gen Li and
Jingkai Yan and
Yuantao Gu},
title = {A General Framework for Understanding Compressed Subspace Clustering
Algorithms},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {12},
number = {6},
pages = {1504--1519},
year = {2018},
url = {https://doi.org/10.1109/JSTSP.2018.2879743},
doi = {10.1109/JSTSP.2018.2879743},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/MengLYG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LiuYGS18,
author = {Qi Liu and
Chengzhu Yang and
Yuantao Gu and
Hing{-}Cheung So},
title = {Robust sparse recovery via weakly convex optimization in impulsive
noise},
journal = {Signal Process.},
volume = {152},
pages = {84--89},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2018.05.020},
doi = {10.1016/J.SIGPRO.2018.05.020},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/LiuYGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ChenLG18,
author = {Yanxi Chen and
Gen Li and
Yuantao Gu},
title = {Active Orthogonal Matching Pursuit for Sparse Subspace Clustering},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {2},
pages = {164--168},
year = {2018},
url = {https://doi.org/10.1109/LSP.2017.2741509},
doi = {10.1109/LSP.2017.2741509},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/ChenLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/WangLRWG18,
author = {Jiayang Wang and
Gen Li and
Lucas Rencker and
Wenwu Wang and
Yuantao Gu},
title = {An RIP-Based Performance Guarantee of Covariance-Assisted Matching
Pursuit},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {6},
pages = {828--832},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2816573},
doi = {10.1109/LSP.2018.2816573},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/WangLRWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiG18,
author = {Gen Li and
Yuantao Gu},
title = {Restricted Isometry Property of Gaussian Random Projection for Finite
Set of Subspaces},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {7},
pages = {1705--1720},
year = {2018},
url = {https://doi.org/10.1109/TSP.2017.2778685},
doi = {10.1109/TSP.2017.2778685},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MaoQLG18,
author = {Xianghui Mao and
Kai Qiu and
Tiejian Li and
Yuantao Gu},
title = {Spatio-Temporal Signal Recovery Based on Low Rank and Differential
Smoothness},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {23},
pages = {6281--6296},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2875886},
doi = {10.1109/TSP.2018.2875886},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MaoQLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShenG18,
author = {Xinyue Shen and
Yuantao Gu},
title = {Nonconvex Sparse Logistic Regression With Weakly Convex Regularization},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {12},
pages = {3199--3211},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2824289},
doi = {10.1109/TSP.2018.2824289},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ShenG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YangSMGS18,
author = {Chengzhu Yang and
Xinyue Shen and
Hongbing Ma and
Yuantao Gu and
Hing{-}Cheung So},
title = {Sparse Recovery Conditions and Performance Bounds for {\(\mathscr{l}\)}\({}_{\mbox{p}}\)-Minimization},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {19},
pages = {5014--5028},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2862402},
doi = {10.1109/TSP.2018.2862402},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YangSMGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csae/KouXDYZ18,
author = {Yuantao Kou and
Guojian Xian and
Chao Dong and
Sa Ye and
Ruixue Zhao},
editor = {Ali Emrouznejad and
Zhihong Qian},
title = {Dynamic Evolution Research and System Implementation of International
Soybean Trade Network Based on Complex Network},
booktitle = {The 2nd International Conference on Computer Science and Application
Engineering, {CSAE} 2018, Hohhot, China, October 22-24, 2018},
pages = {43:1--43:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3207677.3278055},
doi = {10.1145/3207677.3278055},
timestamp = {Thu, 10 Jun 2021 16:50:33 +0200},
biburl = {https://dblp.org/rec/conf/csae/KouXDYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csae/XianLKLH18,
author = {Guojian Xian and
Jiao Li and
Yuantao Kou and
Tingting Luo and
Yongwen Huang},
editor = {Ali Emrouznejad and
Zhihong Qian},
title = {Construction and Application of Upper Country Ontology Based on {OWL}
and {SKOS}},
booktitle = {The 2nd International Conference on Computer Science and Application
Engineering, {CSAE} 2018, Hohhot, China, October 22-24, 2018},
pages = {153:1--153:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3207677.3278056},
doi = {10.1145/3207677.3278056},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csae/XianLKLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/JiaoSLG18,
author = {Yuchen Jiao and
Xinyue Shen and
Gen Li and
Yuantao Gu},
title = {Subspace Principal Angle Preserving Property of Gaussian Random Projection},
booktitle = {2018 {IEEE} Data Science Workshop, {DSW} 2018, Lausanne, Switzerland,
June 4-6, 2018},
pages = {115--119},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSW.2018.8439111},
doi = {10.1109/DSW.2018.8439111},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/dsw/JiaoSLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/LiLG18,
author = {Gen Li and
Qinghua Liu and
Yuantao Gu},
title = {Restricted Isometry Property for Low-Dimensional Subspaces and its
Application in Compressed Subspace Clustering},
booktitle = {2018 {IEEE} Data Science Workshop, {DSW} 2018, Lausanne, Switzerland,
June 4-6, 2018},
pages = {86--90},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSW.2018.8439116},
doi = {10.1109/DSW.2018.8439116},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsw/LiLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/LiuG18,
author = {Yating Liu and
Yuantao Gu},
title = {A Novel Backbone Network Anomaly Detector via Clustering in Sketch
Space},
booktitle = {2018 {IEEE} Data Science Workshop, {DSW} 2018, Lausanne, Switzerland,
June 4-6, 2018},
pages = {31--35},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSW.2018.8439923},
doi = {10.1109/DSW.2018.8439923},
timestamp = {Mon, 27 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsw/LiuG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/ShenJG18,
author = {Xinyue Shen and
Yuchen Jiao and
Yuantao Gu},
title = {Subspace Data Visualization with Dissimilarity Based on Principal
Angle},
booktitle = {2018 {IEEE} Data Science Workshop, {DSW} 2018, Lausanne, Switzerland,
June 4-6, 2018},
pages = {16--20},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSW.2018.8439916},
doi = {10.1109/DSW.2018.8439916},
timestamp = {Mon, 27 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsw/ShenJG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenMLG18,
author = {Yanxi Chen and
Xianghui Mao and
Dan Ling and
Yuantao Gu},
title = {Change-Point Detection of Gaussian Graph Signals with Partial Information},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {3934--3938},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461397},
doi = {10.1109/ICASSP.2018.8461397},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenMLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiJG18,
author = {Gen Li and
Yuchen Jiao and
Yuantao Gu},
title = {Convergence Analysis on a Fast Iterative Phase Retrieval Algorithm
Without Independence Assumption},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4624--4628},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461307},
doi = {10.1109/ICASSP.2018.8461307},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiJG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MaoG18,
author = {Xianghui Mao and
Yuantao Gu},
title = {A Joint Detection and Reconstruction Method for Blind Graph Signal
Recovery},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4184--4188},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461393},
doi = {10.1109/ICASSP.2018.8461393},
timestamp = {Tue, 18 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MaoG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShenG18,
author = {Xinyue Shen and
Yuantao Gu},
title = {Nonconvex Sparse Logistic Regression via Proximal Gradient Descent},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4079--4083},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462617},
doi = {10.1109/ICASSP.2018.8462617},
timestamp = {Tue, 18 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShenG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LiYG18,
author = {Gen Li and
Jingkai Yan and
Yuantao Gu},
title = {Outage Probability Conjecture Does Not Hold for Two-Input-Multiple-Output
{(TIM} 0) System},
booktitle = {2018 {IEEE} International Symposium on Information Theory, {ISIT}
2018, Vail, CO, USA, June 17-22, 2018},
pages = {1345--1349},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISIT.2018.8437337},
doi = {10.1109/ISIT.2018.8437337},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/LiYG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10058,
author = {Gen Li and
Qinghua Liu and
Yuantao Gu},
title = {Rigorous Restricted Isometry Property of Low-Dimensional Subspaces},
journal = {CoRR},
volume = {abs/1801.10058},
year = {2018},
url = {http://arxiv.org/abs/1801.10058},
eprinttype = {arXiv},
eprint = {1801.10058},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06568,
author = {Wotao Yin and
Xianghui Mao and
Kun Yuan and
Yuantao Gu and
Ali H. Sayed},
title = {A Communication-Efficient Random-Walk Algorithm for Decentralized
Optimization},
journal = {CoRR},
volume = {abs/1804.06568},
year = {2018},
url = {http://arxiv.org/abs/1804.06568},
eprinttype = {arXiv},
eprint = {1804.06568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/QiuMSWLG17,
author = {Kai Qiu and
Xianghui Mao and
Xinyue Shen and
Xiaohan Wang and
Tiejian Li and
Yuantao Gu},
title = {Time-Varying Graph Signal Reconstruction},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {11},
number = {6},
pages = {870--883},
year = {2017},
url = {https://doi.org/10.1109/JSTSP.2017.2726969},
doi = {10.1109/JSTSP.2017.2726969},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/QiuMSWLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LiuSG17,
author = {Qi Liu and
Hing{-}Cheung So and
Yuantao Gu},
title = {Off-grid {DOA} estimation with nonconvex regularization via joint
sparse representation},
journal = {Signal Process.},
volume = {140},
pages = {171--176},
year = {2017},
url = {https://doi.org/10.1016/j.sigpro.2017.05.020},
doi = {10.1016/J.SIGPRO.2017.05.020},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/LiuSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WangG17,
author = {Xiudong Wang and
Yuantao Gu},
title = {Cross-Label Suppression: {A} Discriminative and Fast Dictionary Learning
With Group Regularization},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {8},
pages = {3859--3873},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2703101},
doi = {10.1109/TIP.2017.2703101},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/WangG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/JiaoLG17,
author = {Yuchen Jiao and
Gen Li and
Yuantao Gu},
title = {Principal angles preserving property of Gaussian random projection
for subspaces},
booktitle = {2017 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017},
pages = {318--322},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/GlobalSIP.2017.8308656},
doi = {10.1109/GLOBALSIP.2017.8308656},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/JiaoLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiG17,
author = {Gen Li and
Yuantao Gu},
title = {Distance-preserving property of random projection for subspaces},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {3959--3963},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952899},
doi = {10.1109/ICASSP.2017.7952899},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/MengSG17,
author = {Linghang Meng and
Xinyue Shen and
Yuantao Gu},
title = {Sparse subspace clustering using square-root penalty},
booktitle = {22nd International Conference on Digital Signal Processing, {DSP}
2017, London, United Kingdom, August 23-25, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICDSP.2017.8096068},
doi = {10.1109/ICDSP.2017.8096068},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/MengSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiG17c,
author = {Gen Li and
Yuantao Gu},
title = {Restricted Isometry Property of Gaussian Random Projection for Finite
Set of Subspaces},
journal = {CoRR},
volume = {abs/1704.02109},
year = {2017},
url = {http://arxiv.org/abs/1704.02109},
eprinttype = {arXiv},
eprint = {1704.02109},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiG17c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSG17,
author = {Qinghua Liu and
Xinyue Shen and
Yuantao Gu},
title = {Linearized {ADMM} for Non-convex Non-smooth Optimization with Convergence
Analysis},
journal = {CoRR},
volume = {abs/1705.02502},
year = {2017},
url = {http://arxiv.org/abs/1705.02502},
eprinttype = {arXiv},
eprint = {1705.02502},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangG17,
author = {Xiudong Wang and
Yuantao Gu},
title = {Cross-label Suppression: {A} Discriminative and Fast Dictionary Learning
with Group Regularization},
journal = {CoRR},
volume = {abs/1705.02928},
year = {2017},
url = {http://arxiv.org/abs/1705.02928},
eprinttype = {arXiv},
eprint = {1705.02928},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02059,
author = {Xinyue Shen and
Yuantao Gu},
title = {Nonconvex Sparse Logistic Regression with Weakly Convex Regularization},
journal = {CoRR},
volume = {abs/1708.02059},
year = {2017},
url = {http://arxiv.org/abs/1708.02059},
eprinttype = {arXiv},
eprint = {1708.02059},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04764,
author = {Yanxi Chen and
Gen Li and
Yuantao Gu},
title = {Active Orthogonal Matching Pursuit for Sparse Subspace Clustering},
journal = {CoRR},
volume = {abs/1708.04764},
year = {2017},
url = {http://arxiv.org/abs/1708.04764},
eprinttype = {arXiv},
eprint = {1708.04764},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01782,
author = {Gen Li and
Jingkai Yan and
Yuantao Gu},
title = {On the Outage Probability Conjecture for {MIMO} Channels},
journal = {CoRR},
volume = {abs/1711.01782},
year = {2017},
url = {http://arxiv.org/abs/1711.01782},
eprinttype = {arXiv},
eprint = {1711.01782},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01712,
author = {Gen Li and
Yuchen Jiao and
Yuantao Gu},
title = {Linear Convergence of An Iterative Phase Retrieval Algorithm with
Data Reuse},
journal = {CoRR},
volume = {abs/1712.01712},
year = {2017},
url = {http://arxiv.org/abs/1712.01712},
eprinttype = {arXiv},
eprint = {1712.01712},
timestamp = {Tue, 18 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/ZhuBLG16,
author = {Jiang Zhu and
Rick S. Blum and
Xiaokang Lin and
Yuantao Gu},
title = {Robust Transmit Beamforming for Parameter Estimation Using Distributed
Sensors},
journal = {{IEEE} Commun. Lett.},
volume = {20},
number = {7},
pages = {1329--1332},
year = {2016},
url = {https://doi.org/10.1109/LCOMM.2016.2565662},
doi = {10.1109/LCOMM.2016.2565662},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/ZhuBLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/WangCG16,
author = {Xiaohan Wang and
Jiaxuan Chen and
Yuantao Gu},
title = {Local measurement and reconstruction for noisy bandlimited graph signals},
journal = {Signal Process.},
volume = {129},
pages = {119--129},
year = {2016},
url = {https://doi.org/10.1016/j.sigpro.2016.05.037},
doi = {10.1016/J.SIGPRO.2016.05.037},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/WangCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ShenCGS16,
author = {Xinyue Shen and
Laming Chen and
Yuantao Gu and
Hing{-}Cheung So},
title = {Square-Root Lasso With Nonconvex Regularization: An {ADMM} Approach},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {7},
pages = {934--938},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2567482},
doi = {10.1109/LSP.2016.2567482},
timestamp = {Thu, 27 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ShenCGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ShenDGB16,
author = {Xinyue Shen and
Steven Diamond and
Yuantao Gu and
Stephen P. Boyd},
title = {Disciplined convex-concave programming},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {1009--1014},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7798400},
doi = {10.1109/CDC.2016.7798400},
timestamp = {Fri, 04 Mar 2022 13:29:43 +0100},
biburl = {https://dblp.org/rec/conf/cdc/ShenDGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WangG16,
author = {Xiudong Wang and
Yuantao Gu},
title = {Out-of-label suppression dictionary learning with cluster regularization},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {307--311},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7905853},
doi = {10.1109/GLOBALSIP.2016.7905853},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/WangG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShenKG16,
author = {Xinyue Shen and
Hamid Krim and
Yuantao Gu},
title = {Beyond union of subspaces: Subspace pursuit on Grassmann manifold
for data representation},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4079--4083},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472444},
doi = {10.1109/ICASSP.2016.7472444},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShenKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/GuCLWLZ16,
author = {Yuantao Gu and
Zhaoqun Chen and
Pengfei Liu and
Xiaohan Wang and
Yating Liu and
Junli Zheng},
title = {More exercises, higher score: {A} case study by using online teaching
assistant system},
booktitle = {2016 {IEEE} International Conference on Digital Signal Processing,
{DSP} 2016, Beijing, China, October 16-18, 2016},
pages = {537--541},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICDSP.2016.7868615},
doi = {10.1109/ICDSP.2016.7868615},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/GuCLWLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/QiuWLG16,
author = {Kai Qiu and
Xiaohan Wang and
Tiejian Li and
Yuantao Gu},
title = {Graph-based reconstruction of time-varying spatial signals},
booktitle = {2016 {IEEE} International Conference on Digital Signal Processing,
{DSP} 2016, Beijing, China, October 16-18, 2016},
pages = {355--359},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICDSP.2016.7868578},
doi = {10.1109/ICDSP.2016.7868578},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/QiuWLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/SongCG16,
author = {Ruiyang Song and
Laming Chen and
Yuantao Gu},
title = {Performance estimation of sparse signal recovery under Bernoulli random
projection with oracle information},
booktitle = {2016 {IEEE} International Conference on Digital Signal Processing,
{DSP} 2016, Beijing, China, October 16-18, 2016},
pages = {695--699},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICDSP.2016.7868648},
doi = {10.1109/ICDSP.2016.7868648},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/SongCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangCBG16,
author = {Jinye Zhang and
Laming Chen and
Petros T. Boufounos and
Yuantao Gu},
title = {Cross Validation in Compressive Sensing and its Application of {OMP-CV}
Algorithm},
journal = {CoRR},
volume = {abs/1602.06373},
year = {2016},
url = {http://arxiv.org/abs/1602.06373},
eprinttype = {arXiv},
eprint = {1602.06373},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangCBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnsm/LiuYWWG15,
author = {Hongquan Liu and
Hongfeng Yang and
Yehua Wang and
Bing Wang and
Yuantao Gu},
title = {{CAR:} Coding-Aware Opportunistic Routing for Unicast Traffic in Wireless
Mesh Networks},
journal = {J. Netw. Syst. Manag.},
volume = {23},
number = {4},
pages = {1104--1124},
year = {2015},
url = {https://doi.org/10.1007/s10922-014-9333-5},
doi = {10.1007/S10922-014-9333-5},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnsm/LiuYWWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WangWG15,
author = {Xiaohan Wang and
Mengdi Wang and
Yuantao Gu},
title = {A Distributed Tracking Algorithm for Reconstruction of Graph Signals},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {9},
number = {4},
pages = {728--740},
year = {2015},
url = {https://doi.org/10.1109/JSTSP.2015.2403799},
doi = {10.1109/JSTSP.2015.2403799},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/WangWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ChenG15,
author = {Laming Chen and
Yuantao Gu},
title = {On the Null Space Constant for {\(\mathscr{l}\)}\({}_{\mbox{p}}\)
Minimization},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {10},
pages = {1600--1603},
year = {2015},
url = {https://doi.org/10.1109/LSP.2015.2416003},
doi = {10.1109/LSP.2015.2416003},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ChenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ShenG15,
author = {Xinyue Shen and
Yuantao Gu},
title = {Restricted Isometry Property of Subspace Projection Matrix Under Random
Compression},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {9},
pages = {1326--1330},
year = {2015},
url = {https://doi.org/10.1109/LSP.2015.2402206},
doi = {10.1109/LSP.2015.2402206},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ShenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LiuJG15,
author = {Jingbo Liu and
Jian Jin and
Yuantao Gu},
title = {Robustness of Sparse Recovery via F-Minimization: {A} Topological
Viewpoint},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {7},
pages = {3996--4014},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2438302},
doi = {10.1109/TIT.2015.2438302},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/LiuJG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiangG15,
author = {Shuyang Jiang and
Yuantao Gu},
title = {Block-Sparsity-Induced Adaptive Filter for Multi-Clustering System
Identification},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {20},
pages = {5318--5330},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2453133},
doi = {10.1109/TSP.2015.2453133},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JiangG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WangLG15,
author = {Xiaohan Wang and
Pengfei Liu and
Yuantao Gu},
title = {Local-Set-Based Graph Signal Reconstruction},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {9},
pages = {2432--2444},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2411217},
doi = {10.1109/TSP.2015.2411217},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WangLG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZhuLBG15,
author = {Jiang Zhu and
Xiaokang Lin and
Rick S. Blum and
Yuantao Gu},
title = {Parameter Estimation From Quantized Observations in Multiplicative
Noise Environments},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {15},
pages = {4037--4050},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2436359},
doi = {10.1109/TSP.2015.2436359},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ZhuLBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/LiGL15,
author = {Gen Li and
Yuantao Gu and
Yue M. Lu},
title = {Phase retrieval using iterative projections: Dynamics in the large
systems limit},
booktitle = {53rd Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2015, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, September 29 - October 2, 2015},
pages = {1114--1118},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ALLERTON.2015.7447133},
doi = {10.1109/ALLERTON.2015.7447133},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/LiGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ChenG15,
author = {Laming Chen and
Yuantao Gu},
title = {Fast sparse recovery via non-convex optimization},
booktitle = {2015 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2015, Orlando, FL, USA, December 14-16, 2015},
pages = {1275--1279},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GlobalSIP.2015.7418403},
doi = {10.1109/GLOBALSIP.2015.7418403},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/ChenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/LiuWG15,
author = {Pengfei Liu and
Xiaohan Wang and
Yuantao Gu},
title = {Optimizing spectral diversity for graph signal coarsening},
booktitle = {2015 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2015, Orlando, FL, USA, December 14-16, 2015},
pages = {858--862},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GlobalSIP.2015.7418319},
doi = {10.1109/GLOBALSIP.2015.7418319},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/LiuWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ShenG15,
author = {Xinyue Shen and
Yuantao Gu},
title = {Anti-sparse representation for continuous function by dual atomic
norm with application in {OFDM}},
booktitle = {2015 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2015, Orlando, FL, USA, December 14-16, 2015},
pages = {270--274},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GlobalSIP.2015.7418199},
doi = {10.1109/GLOBALSIP.2015.7418199},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/ShenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WangCG15,
author = {Xiaohan Wang and
Jiaxuan Chen and
Yuantao Gu},
title = {Generalized graph signal sampling and reconstruction},
booktitle = {2015 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2015, Orlando, FL, USA, December 14-16, 2015},
pages = {567--571},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GlobalSIP.2015.7418259},
doi = {10.1109/GLOBALSIP.2015.7418259},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/WangCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenG15,
author = {Laming Chen and
Yuantao Gu},
title = {Local and global optimality of {LP} minimization for sparse recovery},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3596--3600},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178641},
doi = {10.1109/ICASSP.2015.7178641},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuGW15,
author = {Jialin Liu and
Yuantao Gu and
Mengdi Wang},
title = {Averaging random projection: {A} fast online solution for large-scale
constrained stochastic optimization},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3586--3590},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178639},
doi = {10.1109/ICASSP.2015.7178639},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiuGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MaoWG15,
author = {Xianghui Mao and
Xiaohan Wang and
Yuantao Gu},
title = {Downsampling for sparse subspace clustering},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3806--3810},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178683},
doi = {10.1109/ICASSP.2015.7178683},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MaoWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShenG15,
author = {Xinyue Shen and
Yuantao Gu},
title = {Subspace projection matrix completion on Grassmann manifold},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3297--3301},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178581},
doi = {10.1109/ICASSP.2015.7178581},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhouCG15,
author = {Jiawei Zhou and
Laming Chen and
Yuantao Gu},
title = {Dynamic zero-point attracting projection for time-varying sparse signal
recovery},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {5485--5489},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7179020},
doi = {10.1109/ICASSP.2015.7179020},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhouCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenG15,
author = {Laming Chen and
Yuantao Gu},
title = {On the Null Space Constant for l\({}_{\mbox{p}}\) Minimization},
journal = {CoRR},
volume = {abs/1503.00426},
year = {2015},
url = {http://arxiv.org/abs/1503.00426},
eprinttype = {arXiv},
eprint = {1503.00426},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShenG15,
author = {Xinyue Shen and
Yuantao Gu},
title = {Restricted Isometry Property of Subspace Projection Matrix Under Random
Compression},
journal = {CoRR},
volume = {abs/1502.02245},
year = {2015},
url = {http://arxiv.org/abs/1502.02245},
eprinttype = {arXiv},
eprint = {1502.02245},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangCG15,
author = {Xiaohan Wang and
Jiaxuan Chen and
Yuantao Gu},
title = {Local Measurement and Reconstruction for Noisy Graph Signals},
journal = {CoRR},
volume = {abs/1504.01456},
year = {2015},
url = {http://arxiv.org/abs/1504.01456},
eprinttype = {arXiv},
eprint = {1504.01456},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangCLG15,
author = {Mengdi Wang and
Yichen Chen and
Jialin Liu and
Yuantao Gu},
title = {Random Multi-Constraint Projection: Stochastic Gradient Methods for
Convex Optimization with Many Constraints},
journal = {CoRR},
volume = {abs/1511.03760},
year = {2015},
url = {http://arxiv.org/abs/1511.03760},
eprinttype = {arXiv},
eprint = {1511.03760},
timestamp = {Tue, 17 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangCLG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangWG15,
author = {Xiaohan Wang and
Mengdi Wang and
Yuantao Gu},
title = {A Distributed Tracking Algorithm for Reconstruction of Graph Signals},
journal = {CoRR},
volume = {abs/1502.02973},
year = {2015},
url = {http://arxiv.org/abs/1502.02973},
eprinttype = {arXiv},
eprint = {1502.02973},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenG14,
author = {Laming Chen and
Yuantao Gu},
title = {The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {15},
pages = {3754--3767},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2330349},
doi = {10.1109/TSP.2014.2330349},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZhuWLG14,
author = {Jiang Zhu and
Xiaohan Wang and
Xiaokang Lin and
Yuantao Gu},
title = {Maximum Likelihood Estimation From Sign Measurements With Sensing
Matrix Perturbation},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {15},
pages = {3741--3753},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2330350},
doi = {10.1109/TSP.2014.2330350},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ZhuWLG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/LiuWG14,
author = {Pengfei Liu and
Xiaohan Wang and
Yuantao Gu},
title = {Graph signal coarsening: Dimensionality reduction in irregular domain},
booktitle = {2014 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014},
pages = {798--802},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GlobalSIP.2014.7032229},
doi = {10.1109/GLOBALSIP.2014.7032229},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/LiuWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/MaoG14,
author = {Xianghui Mao and
Yuantao Gu},
title = {Compressed subspace clustering: {A} case study},
booktitle = {2014 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014},
pages = {453--457},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GlobalSIP.2014.7032158},
doi = {10.1109/GLOBALSIP.2014.7032158},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/MaoG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WangLG14,
author = {Xiaohan Wang and
Pengfei Liu and
Yuantao Gu},
title = {Iterative reconstruction of graph signal in low-frequency subspace},
booktitle = {2014 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014},
pages = {448--452},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GlobalSIP.2014.7032157},
doi = {10.1109/GLOBALSIP.2014.7032157},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/WangLG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenG14,
author = {Laming Chen and
Yuantao Gu},
title = {The convergence guarantees of a non-convex approach for sparse recovery
using regularized least squares},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {3350--3354},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854221},
doi = {10.1109/ICASSP.2014.6854221},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GuW14,
author = {Yuantao Gu and
Mengdi Wang},
title = {Learning distributed jointly sparse systems by collaborative {LMS}},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {7228--7232},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855003},
doi = {10.1109/ICASSP.2014.6855003},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GuW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuWG14,
author = {Pengfei Liu and
Xiaohan Wang and
Yuantao Gu},
title = {Coarsening graph signal with spectral invariance},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {1070--1074},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853761},
doi = {10.1109/ICASSP.2014.6853761},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiuWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShenRG14,
author = {Xinyue Shen and
Justin K. Romberg and
Yuantao Gu},
title = {Robust off-grid recovery from compressed measurements},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {3355--3359},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854222},
doi = {10.1109/ICASSP.2014.6854222},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShenRG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YinSG14,
author = {Dong Yin and
Hing{-}Cheung So and
Yuantao Gu},
title = {Sparse constraint affine projection algorithm with parallel implementation
and application in compressive sensing},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {7238--7242},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855005},
doi = {10.1109/ICASSP.2014.6855005},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YinSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangCBG14,
author = {Jinye Zhang and
Laming Chen and
Petros T. Boufounos and
Yuantao Gu},
title = {On the theoretical analysis of cross validation in compressive sensing},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {3370--3374},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854225},
doi = {10.1109/ICASSP.2014.6854225},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangCBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/ChenG14,
author = {Laming Chen and
Yuantao Gu},
title = {Robust recovery of low-rank matrices via non-convex optimization},
booktitle = {19th International Conference on Digital Signal Processing, {DSP}
2014, Hong Kong, China, August 20-23, 2014},
pages = {355--360},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICDSP.2014.6900686},
doi = {10.1109/ICDSP.2014.6900686},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/ChenG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/ChenG14a,
author = {Laming Chen and
Yuantao Gu},
title = {Robust sparse recovery via non-convex optimization},
booktitle = {19th International Conference on Digital Signal Processing, {DSP}
2014, Hong Kong, China, August 20-23, 2014},
pages = {742--747},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICDSP.2014.6900763},
doi = {10.1109/ICDSP.2014.6900763},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/ChenG14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/LiuWCCG14,
author = {Pengfei Liu and
Xiaohan Wang and
Xiangqian Che and
Zhaoqun Chen and
Yuantao Gu},
title = {Defense against sybil attacks in directed social networks},
booktitle = {19th International Conference on Digital Signal Processing, {DSP}
2014, Hong Kong, China, August 20-23, 2014},
pages = {239--243},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICDSP.2014.6900836},
doi = {10.1109/ICDSP.2014.6900836},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/LiuWCCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/KouZX14,
author = {Yuantao Kou and
Ruixue Zhao and
Guojian Xian},
editor = {Daoliang Li and
Yingyi Chen},
title = {Research on Construction of Agricultural Domain Knowledge Service
Platform Based on Ontology},
booktitle = {Computer and Computing Technologies in Agriculture {VIII} - 8th {IFIP}
{WG} 5.14 International Conference, {CCTA} 2014, Beijing, China, September
16-19, 2014, Revised Selected Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {452},
pages = {565--574},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-19620-6\_63},
doi = {10.1007/978-3-319-19620-6\_63},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/KouZX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/XianZMKZ14,
author = {Guojian Xian and
Ruixue Zhao and
Xianxue Meng and
Yuantao Kou and
Liang Zhu},
editor = {Daoliang Li and
Yingyi Chen},
title = {Linking and Consuming Agricultural Big Data with Linked Data and {KOS}},
booktitle = {Computer and Computing Technologies in Agriculture {VIII} - 8th {IFIP}
{WG} 5.14 International Conference, {CCTA} 2014, Beijing, China, September
16-19, 2014, Revised Selected Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {452},
pages = {546--555},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-19620-6\_61},
doi = {10.1007/978-3-319-19620-6\_61},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/XianZMKZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ZhaoKDGY14,
author = {Ruixue Zhao and
Yuantao Kou and
Ruopeng Du and
Liangliang Gu and
Honglei Yang},
editor = {Daoliang Li and
Yingyi Chen},
title = {Research on Construction of Cloud Service Platform of Sci-tech Information
for Agricultural Research System},
booktitle = {Computer and Computing Technologies in Agriculture {VIII} - 8th {IFIP}
{WG} 5.14 International Conference, {CCTA} 2014, Beijing, China, September
16-19, 2014, Revised Selected Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {452},
pages = {556--564},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-19620-6\_62},
doi = {10.1007/978-3-319-19620-6\_62},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/ZhaoKDGY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiangG14,
author = {Shuyang Jiang and
Yuantao Gu},
title = {Block-Sparsity-Induced Adaptive Filter for Multi-Clustering System
Identification},
journal = {CoRR},
volume = {abs/1410.5024},
year = {2014},
url = {http://arxiv.org/abs/1410.5024},
eprinttype = {arXiv},
eprint = {1410.5024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JiangG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangLG14,
author = {Xiaohan Wang and
Pengfei Liu and
Yuantao Gu},
title = {Local-set-based Graph Signal Reconstruction},
journal = {CoRR},
volume = {abs/1410.3944},
year = {2014},
url = {http://arxiv.org/abs/1410.3944},
eprinttype = {arXiv},
eprint = {1410.3944},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangLG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-com/ChengGL13,
author = {Yong{-}sheng Cheng and
Yuantao Gu and
Xiaokang Lin},
title = {Combined power control and link selection in deviceto-device enabled
cellular systems},
journal = {{IET} Commun.},
volume = {7},
number = {12},
pages = {1221--1230},
year = {2013},
url = {https://doi.org/10.1049/iet-com.2012.0769},
doi = {10.1049/IET-COM.2012.0769},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-com/ChengGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-spr/JinQG13,
author = {Jian Jin and
Qing Qu and
Yuantao Gu},
title = {Robust zero-point attraction least mean square algorithm on near sparse
system identification},
journal = {{IET} Signal Process.},
volume = {7},
number = {3},
pages = {210--218},
year = {2013},
url = {https://doi.org/10.1049/iet-spr.2012.0125},
doi = {10.1049/IET-SPR.2012.0125},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-spr/JinQG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WangCLG13,
author = {Xiaohan Wang and
Zhaoqun Chen and
Pengfei Liu and
Yuantao Gu},
title = {Edge Balance Ratio: Power Law From Vertices to Edges in Directed Complex
Network},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {7},
number = {2},
pages = {184--194},
year = {2013},
url = {https://doi.org/10.1109/JSTSP.2013.2245299},
doi = {10.1109/JSTSP.2013.2245299},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/WangCLG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenG13,
author = {Laming Chen and
Yuantao Gu},
title = {Oracle-Order Recovery Performance of Greedy Pursuits With Replacement
Against General Perturbations},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {18},
pages = {4625--4636},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2272551},
doi = {10.1109/TSP.2013.2272551},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DingCG13,
author = {Jie Ding and
Laming Chen and
Yuantao Gu},
title = {Perturbation Analysis of Orthogonal Matching Pursuit},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {2},
pages = {398--410},
year = {2013},
url = {https://doi.org/10.1109/TSP.2012.2222377},
doi = {10.1109/TSP.2012.2222377},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/DingCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TangCG13,
author = {Yujie Tang and
Laming Chen and
Yuantao Gu},
title = {On the Performance Bound of Sparse Estimation With Sensing Matrix
Perturbation},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {17},
pages = {4372--4386},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2271481},
doi = {10.1109/TSP.2013.2271481},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/TangCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinasip/WangCG13,
author = {Yaming Wang and
Laming Chen and
Yuantao Gu},
title = {On estimating the loss of signal-to-noise ratio in compressive sensing
based systems},
booktitle = {2013 {IEEE} China Summit and International Conference on Signal and
Information Processing, ChinaSIP 2013, Beijing, China, July 6-10,
2013},
pages = {54--57},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ChinaSIP.2013.6625296},
doi = {10.1109/CHINASIP.2013.6625296},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/chinasip/WangCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenG13a,
author = {Laming Chen and
Yuantao Gu},
title = {From least squares to sparse: {A} non-convex approach with guarantee},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {5875--5879},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638791},
doi = {10.1109/ICASSP.2013.6638791},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenG13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenG13b,
author = {Laming Chen and
Yuantao Gu},
title = {Backtracking matching pursuit with supplement set of arbitrary size},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6541--6545},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638926},
doi = {10.1109/ICASSP.2013.6638926},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenG13b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Gu13,
author = {Yuantao Gu},
title = {A greedy approach to Linear Prediction with sparse residuals},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {8154--8158},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639254},
doi = {10.1109/ICASSP.2013.6639254},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Gu13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XiangG13,
author = {Zhimin Xiang and
Yuantao Gu},
title = {Adaptive speech enhancement using sparse prior information},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {7025--7029},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639024},
doi = {10.1109/ICASSP.2013.6639024},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XiangG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LiuJG13,
author = {Jingbo Liu and
Jian Jin and
Yuantao Gu},
title = {Relation between exact and robust recovery for F-minimization: {A}
topological viewpoint},
booktitle = {Proceedings of the 2013 {IEEE} International Symposium on Information
Theory, Istanbul, Turkey, July 7-12, 2013},
pages = {859--863},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISIT.2013.6620348},
doi = {10.1109/ISIT.2013.6620348},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/LiuJG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuWG13,
author = {Jiang Zhu and
Xiaohan Wang and
Yuantao Gu},
title = {Maximum Likelihood Estimation from Sign Measurements with Sensing
Matrix Perturbation},
journal = {CoRR},
volume = {abs/1312.2183},
year = {2013},
url = {http://arxiv.org/abs/1312.2183},
eprinttype = {arXiv},
eprint = {1312.2183},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0093,
author = {Jingbo Liu and
Jian Jin and
Yuantao Gu},
title = {Robustness of Sparse Recovery via {\textdollar}F{\textdollar}-minimization:
{A} Topological Viewpoint},
journal = {CoRR},
volume = {abs/1301.0093},
year = {2013},
url = {http://arxiv.org/abs/1301.0093},
eprinttype = {arXiv},
eprint = {1301.0093},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-2251,
author = {Yang You and
Jian Jin and
Wei Duan and
Ningning Liu and
Yuantao Gu and
Jian Yang},
title = {Zero-point attracting projection algorithm for sequential compressive
sensing},
journal = {CoRR},
volume = {abs/1303.2251},
year = {2013},
url = {http://arxiv.org/abs/1303.2251},
eprinttype = {arXiv},
eprint = {1303.2251},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-2251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-2255,
author = {Jian Jin and
Qing Qu and
Yuantao Gu},
title = {A Robust Zero-point Attraction {LMS} Algorithm on Near Sparse System
Identification},
journal = {CoRR},
volume = {abs/1303.2255},
year = {2013},
url = {http://arxiv.org/abs/1303.2255},
eprinttype = {arXiv},
eprint = {1303.2255},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-2255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-2257,
author = {Jian Jin and
Yuantao Gu and
Shunliang Mei},
title = {A stochastic gradient approach on compressive sensing signal reconstruction
based on adaptive filtering framework},
journal = {CoRR},
volume = {abs/1303.2257},
year = {2013},
url = {http://arxiv.org/abs/1303.2257},
eprinttype = {arXiv},
eprint = {1303.2257},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-2257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-2261,
author = {Yuantao Gu and
Jian Jin and
Shunliang Mei},
title = {l{\_}0 Norm Constraint {LMS} Algorithm for Sparse System Identification},
journal = {CoRR},
volume = {abs/1303.2261},
year = {2013},
url = {http://arxiv.org/abs/1303.2261},
eprinttype = {arXiv},
eprint = {1303.2261},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-2261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieiceee/YouJDLGY12,
author = {Yang You and
Jian Jin and
Wei Duan and
Ningning Liu and
Yuantao Gu and
Jian Yang},
title = {Zero-point attracting projection algorithm for sequential compressive
sensing},
journal = {{IEICE} Electron. Express},
volume = {9},
number = {4},
pages = {314--319},
year = {2012},
url = {https://doi.org/10.1587/elex.9.314},
doi = {10.1587/ELEX.9.314},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieiceee/YouJDLGY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/YouCGFD12,
author = {Yang You and
Laming Chen and
Yuantao Gu and
Wei Feng and
Hui Dai},
title = {Retrieval of sparse solutions of multiple-measurement vectors via
zero-point attracting projection},
journal = {Signal Process.},
volume = {92},
number = {12},
pages = {3075--3079},
year = {2012},
url = {https://doi.org/10.1016/j.sigpro.2012.06.006},
doi = {10.1016/J.SIGPRO.2012.06.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/YouCGFD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SuJGW12,
author = {Guolong Su and
Jian Jin and
Yuantao Gu and
Jian Wang},
title = {Performance Analysis of {\textdollar}l{\_}0{\textdollar} Norm Constraint
Least Mean Square Algorithm},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {5},
pages = {2223--2235},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2184537},
doi = {10.1109/TSP.2012.2184537},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SuJGW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WangGC12,
author = {Xiaohan Wang and
Yuantao Gu and
Laming Chen},
title = {Proof of Convergence and Performance Analysis for Sparse Recovery
via Zero-Point Attracting Projection},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {8},
pages = {4081--4093},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2195660},
doi = {10.1109/TSP.2012.2195660},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WangGC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DingCG12,
author = {Jie Ding and
Laming Chen and
Yuantao Gu},
title = {Robustness of orthogonal matching pursuit for multiple measurement
vectors in noisy scenario},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3813--3816},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288748},
doi = {10.1109/ICASSP.2012.6288748},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DingCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuJG12,
author = {Jingbo Liu and
Jian Jin and
Yuantao Gu},
title = {Efficient recovery of block sparse signals via zero-point attracting
projection},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3333--3336},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288629},
doi = {10.1109/ICASSP.2012.6288629},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiuJG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangCG12,
author = {Yaming Wang and
Laming Chen and
Yuantao Gu},
title = {Quantization reference voltage of the Modulated Wideband Converter},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3681--3684},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288715},
doi = {10.1109/ICASSP.2012.6288715},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WangCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/ChenCG12,
author = {Laming Chen and
Jiong Chen and
Yuantao Gu},
title = {Greedy pursuits: Stability of recovery performance against general
perturbations},
booktitle = {International Conference on Computing, Networking and Communications,
{ICNC} 2012, Maui, HI, USA, January 30 - February 2, 2012},
pages = {897--901},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICCNC.2012.6167554},
doi = {10.1109/ICCNC.2012.6167554},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/iccnc/ChenCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/DingCG12,
author = {Jie Ding and
Laming Chen and
Yuantao Gu},
title = {Performance analysis of Orthogonal Matching Pursuit under general
perturbations},
booktitle = {International Conference on Computing, Networking and Communications,
{ICNC} 2012, Maui, HI, USA, January 30 - February 2, 2012},
pages = {892--896},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICCNC.2012.6167553},
doi = {10.1109/ICCNC.2012.6167553},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccnc/DingCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenG12,
author = {Laming Chen and
Yuantao Gu},
title = {The Convergence Guarantees of a Non-convex Approach for Sparse Recovery},
journal = {CoRR},
volume = {abs/1211.7089},
year = {2012},
url = {http://arxiv.org/abs/1211.7089},
eprinttype = {arXiv},
eprint = {1211.7089},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1521,
author = {Laming Chen and
Yuantao Gu},
title = {Near-oracle Recovery Performance of Greedy Pursuits with Replacement
against General Perturbations},
journal = {CoRR},
volume = {abs/1203.1521},
year = {2012},
url = {http://arxiv.org/abs/1203.1521},
eprinttype = {arXiv},
eprint = {1203.1521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1535,
author = {Guolong Su and
Jian Jin and
Yuantao Gu and
Jian Wang},
title = {Performance Analysis of {\textdollar}l{\_}0{\textdollar} Norm Constraint
Least Mean Square Algorithm},
journal = {CoRR},
volume = {abs/1203.1535},
year = {2012},
url = {http://arxiv.org/abs/1203.1535},
eprinttype = {arXiv},
eprint = {1203.1535},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1538,
author = {Xiaohan Wang and
Yuantao Gu and
Laming Chen},
title = {Proof of Convergence and Performance Analysis for Sparse Recovery
via Zero-point Attracting Projection},
journal = {CoRR},
volume = {abs/1203.1538},
year = {2012},
url = {http://arxiv.org/abs/1203.1538},
eprinttype = {arXiv},
eprint = {1203.1538},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1548,
author = {Yang You and
Laming Chen and
Yuantao Gu and
Wei Feng and
Hui Dai},
title = {Retrieve Sparse Solution of Multiple-Measurement Vectors via Zero-point
Attracting Projection},
journal = {CoRR},
volume = {abs/1203.1548},
year = {2012},
url = {http://arxiv.org/abs/1203.1548},
eprinttype = {arXiv},
eprint = {1203.1548},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1711,
author = {Yaming Wang and
Laming Chen and
Yuantao Gu},
title = {Quantization Reference Voltage of the Modulated Wideband Converter},
journal = {CoRR},
volume = {abs/1203.1711},
year = {2012},
url = {http://arxiv.org/abs/1203.1711},
eprinttype = {arXiv},
eprint = {1203.1711},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1714,
author = {Jingbo Liu and
Jian Jin and
Yuantao Gu},
title = {Efficient Recovery of Block Sparse Signals via Zero-point Attracting
Projection},
journal = {CoRR},
volume = {abs/1203.1714},
year = {2012},
url = {http://arxiv.org/abs/1203.1714},
eprinttype = {arXiv},
eprint = {1203.1714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-6401,
author = {Yujie Tang and
Laming Chen and
Yuantao Gu},
title = {On the Performance Bound of Sparse Estimation with Sensing Matrix
Perturbation},
journal = {CoRR},
volume = {abs/1211.6401},
year = {2012},
url = {http://arxiv.org/abs/1211.6401},
eprinttype = {arXiv},
eprint = {1211.6401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-6401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-6636,
author = {Xiaohan Wang and
Zhaoqun Chen and
Pengfei Liu and
Yuantao Gu},
title = {Edge Balance Ratio: Power Law from Vertices to Edges in Directed Complex
Network},
journal = {CoRR},
volume = {abs/1211.6636},
year = {2012},
url = {http://arxiv.org/abs/1211.6636},
eprinttype = {arXiv},
eprint = {1211.6636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-6636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0167,
author = {Zhaoqun Chen and
Pengfei Liu and
Xiaohan Wang and
Yuantao Gu},
title = {Follow Whom? Chinese Users Have Different Choice},
journal = {CoRR},
volume = {abs/1212.0167},
year = {2012},
url = {http://arxiv.org/abs/1212.0167},
eprinttype = {arXiv},
eprint = {1212.0167},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msn/LiuCG11,
author = {Hongquan Liu and
Jiong Chen and
Yuantao Gu},
editor = {Junliang Chen and
Huadong Ma and
Ivan Stojmenovic},
title = {A New Mechanism to Incorporate Network Coding Into {TCP} in Multi-radio
Multi-channel Wireless Mesh Networks},
booktitle = {Seventh International Conference on Mobile Ad-hoc and Sensor Networks,
{MSN} 2011, Beijing, China, December 16-18, 2011},
pages = {256--260},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/MSN.2011.7},
doi = {10.1109/MSN.2011.7},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msn/LiuCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/YueCGWS11,
author = {Siyu Yue and
Jiong Chen and
Yuantao Gu and
Chenye Wu and
Yiyu Shi},
title = {Dual-pricing policy for controller-side strategies in demand side
management},
booktitle = {{IEEE} Second International Conference on Smart Grid Communications,
SmartGridComm 2011, Brussels, Belgium, October 17-20, 2011},
pages = {357--362},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/SmartGridComm.2011.6102347},
doi = {10.1109/SMARTGRIDCOMM.2011.6102347},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smartgridcomm/YueCGWS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcsp/ChenHYCG11,
author = {Yuan Chen and
Fei He and
Jian Yan and
Xiang Chen and
Yuantao Gu},
title = {A smart tracking-based jamming scheme for signals with periodic synchronization
sequences},
booktitle = {2011 International Conference on Wireless Communications {\&}
Signal Processing, {WCSP} 2011, Nanjing, China, November 9-11, 2011},
pages = {1--5},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/WCSP.2011.6096786},
doi = {10.1109/WCSP.2011.6096786},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcsp/ChenHYCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-3373,
author = {Jie Ding and
Laming Chen and
Yuantao Gu},
title = {Performance Analysis of Orthogonal Matching Pursuit under General
Perturbations},
journal = {CoRR},
volume = {abs/1106.3373},
year = {2011},
url = {http://arxiv.org/abs/1106.3373},
eprinttype = {arXiv},
eprint = {1106.3373},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-3373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-6390,
author = {Jie Ding and
Laming Chen and
Yuantao Gu},
title = {Performance of Orthogonal Matching Pursuit for Multiple Measurement
Vectors},
journal = {CoRR},
volume = {abs/1109.6390},
year = {2011},
url = {http://arxiv.org/abs/1109.6390},
eprinttype = {arXiv},
eprint = {1109.6390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-6390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/JinGM10,
author = {Jian Jin and
Yuantao Gu and
Shunliang Mei},
title = {A Stochastic Gradient Approach on Compressive Sensing Signal Reconstruction
Based on Adaptive Filtering Framework},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {4},
number = {2},
pages = {409--420},
year = {2010},
url = {https://doi.org/10.1109/JSTSP.2009.2039173},
doi = {10.1109/JSTSP.2009.2039173},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/JinGM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/SongZGGW10,
author = {Siming Song and
Feng Zhu and
Yuantao Gu and
Xin Guo and
Yuxin Wei},
title = {{SAUR:} {A} Service Aided {UWB} Routing for Wireless Mesh Networks},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2010, Cape Town, South Africa, 23-27 May 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICC.2010.5502392},
doi = {10.1109/ICC.2010.5502392},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/SongZGGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/GuJM09,
author = {Yuantao Gu and
Jian Jin and
Shunliang Mei},
title = {l\({}_{\mbox{0}}\) Norm Constraint {LMS} Algorithm for Sparse System
Identification},
journal = {{IEEE} Signal Process. Lett.},
volume = {16},
number = {9},
pages = {774--777},
year = {2009},
url = {https://doi.org/10.1109/LSP.2009.2024736},
doi = {10.1109/LSP.2009.2024736},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/GuJM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenGH09,
author = {Yilun Chen and
Yuantao Gu and
Alfred O. Hero III},
title = {Sparse {LMS} for system identification},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {3125--3128},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960286},
doi = {10.1109/ICASSP.2009.4960286},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ChenGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwmip/GuCJT06,
author = {Yuantao Gu and
Yilun Chen and
Zhengwei Jiang and
Kun Tang},
title = {Particle Filter Based Multi-Camera Integration for Face 3D-Pose Tracking},
journal = {Int. J. Wavelets Multiresolution Inf. Process.},
volume = {4},
number = {4},
pages = {677--690},
year = {2006},
url = {https://doi.org/10.1142/S0219691306001531},
doi = {10.1142/S0219691306001531},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwmip/GuCJT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GuCW06,
author = {Yuantao Gu and
Yilun Chen and
Jie Wang},
title = {Novel Color-Based Target Representation for Visual Object Tracking},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {201--204},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660314},
doi = {10.1109/ICASSP.2006.1660314},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GuCW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiGT06,
author = {Yancheng Li and
Yuantao Gu and
Kun Tang},
title = {Parallel Nlms Filters with Stochastic Active Taps and Step-Sizes for
Sparse System Identification},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {109--112},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660602},
doi = {10.1109/ICASSP.2006.1660602},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiGT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ChenYGY06,
author = {Yilun Chen and
Qiong Yang and
Yuantao Gu and
Jian Yang},
title = {Detection of Roads in {SAR} Images using Particle Filter},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2006, October 8-11, Atlanta, Georgia, {USA}},
pages = {2337--2340},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIP.2006.312855},
doi = {10.1109/ICIP.2006.312855},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/ChenYGY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/GuTC04,
author = {Yuantao Gu and
Kun Tang and
Huijuan Cui},
title = {Superior step-size theorem and its application - Parallel variable
step-size {LMS} filters algorithm},
journal = {Sci. China Ser. {F} Inf. Sci.},
volume = {47},
number = {2},
pages = {151--160},
year = {2004},
url = {https://doi.org/10.1360/02yf0108},
doi = {10.1360/02YF0108},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/GuTC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/GuTC04,
author = {Yuantao Gu and
Kun Tang and
Huijuan Cui},
title = {{LMS} algorithm with gradient descent filter length},
journal = {{IEEE} Signal Process. Lett.},
volume = {11},
number = {3},
pages = {305--307},
year = {2004},
url = {https://doi.org/10.1109/LSP.2003.822892},
doi = {10.1109/LSP.2003.822892},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/GuTC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarcv/WangGPV04,
author = {Jie Wang and
Yuantao Gu and
Konstantinos N. Plataniotis and
Anastasios N. Venetsanopoulos},
title = {Select eigenfaces for face recognition with one training sample per
subject},
booktitle = {8th International Conference on Control, Automation, Robotics and
Vision, {ICARCV} 2004, Kunming, China, 6-9 December 2004, Proceedings},
pages = {391--396},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICARCV.2004.1468857},
doi = {10.1109/ICARCV.2004.1468857},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icarcv/WangGPV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GuTC04,
author = {Yuantao Gu and
Kun Tang and
Huijuan Cui},
title = {Sufficient condition for tap-length gradient adaption of {LMS} algorithm},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {461--464},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326294},
doi = {10.1109/ICASSP.2004.1326294},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GuTC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/GuTCD03,
author = {Yuantao Gu and
Kun Tang and
Huijuan Cui and
Wen Du},
title = {Optimal variable step-size {LMS} model and algorithm with independence
assumption},
journal = {Sci. China Ser. {F} Inf. Sci.},
volume = {46},
number = {6},
pages = {409--419},
year = {2003},
url = {https://doi.org/10.1360/01yf0621},
doi = {10.1360/01YF0621},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/GuTCD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/GuTCD03,
author = {Yuantao Gu and
Kun Tang and
Huijuan Cui and
Wen Du},
title = {Convergence analysis of a deficient-length {LMS} filter and optimal-length
sequence to model exponential decay impulse response},
journal = {{IEEE} Signal Process. Lett.},
volume = {10},
number = {1},
pages = {4--7},
year = {2003},
url = {https://doi.org/10.1109/LSP.2002.806704},
doi = {10.1109/LSP.2002.806704},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/GuTCD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-11-11 23:25 CET from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
