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Homepage of Tianyu Qiu (English, 中文) |
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| Ph.D. candidate | ||||
| Department of Electronic Science,School of Electronic Science and Engineering (National Model Microelectronics College), Xiamen University. | ||||
| Email: tianyuqiu@stu.xmu.edu.cn, 475303185@qq.com | ||||
| Computational Sensing Group at Xiamen University | ||||
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Biosketch |
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Tianyu Qiu is a PhD candidate of Department of Electronic Science at Xiamen University in China. |
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Magnetic resonance spectroscopy reconstruction |
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Signal processing |
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Physics of magnetic resonance | |||||||||
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Graduate Student (Sept. 2016-Current) Advisor: Prof. Xiaobo Qu. Department of Electronic Science, Xiamen University, China. |
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B.S. (Sept. 2012 - June 2016) |
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| Engaged Projects | ||||||||||
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National Natural Science Foundation of China (No. 61971361) (01/2020-12/2023) | |||||||||
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National Natural Science Foundation of China (No. 61811530021) (01/2018-12/2020) | |||||||||
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National Natural Science Foundation of China (No. 61571380) (01/2016-12/2019) | |||||||||
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Natural Science Foundation of Fujian Province of China (No. 2015J01346) (04/2015-4/2018) | |||||||||
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Fundamental Research Funds for the Central Universities (No. 20720150109), President Fund of Xiamen University (01/2015-12/2017) | |||||||||
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06/2016, Academic Innovation Award, College of Physics Science and Technology. | |||||||||
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06/2014, Excellent member of social practice team, Xiamen University. | |||||||||
| (1) Journal Papers | ||||||||||
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Tianyu Qiu, Wenjing Liao, Yihui Huang, Jinyu Wu, Di Guo, Dongbao Liu, Xin Wang, Jian-Feng Cai, Bingwen Hu, Xiaobo Qu*, An automatic denoising method for NMR spectroscopy based on low-rank Hankel model, IEEE Transactions on Instrumentation & Measurement, vol. 70, pp. 1-12, 2021. (SCI, JCR 2, IF 4.02)[Code] | |||||||||
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Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Jiaxi Ying, Di Guo, Zhong Chen, Xiaobo Qu*, Low rank enhanced matrix recovery of hybrid time and frequency data in fast magnetic resonance spectroscopy, IEEE Transactions on Biomedical Engineering, 65(4): 809-820, 2018. (SCI, JCR 2, IF 3.58) | |||||||||
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Xiaobo Qu*, Tianyu Qiu, Di Guo, Hengfa Lu, Jiaxi Ying, Ming Shen, Bingwen Hu, Vladislav Orekhov, Zhong Chen, High-fidelity spectroscopy reconstruction in accelerated NMR, Chemical Communications ,54(78): 10958-10961, 2018. (SCI, JCR 1, TOP Journal, IF 6.16) | |||||||||
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Xiaobo Qu*, Yihui Huang, Hengfa Lu,Tianyu Qiu, Di Guo, Vladislav Orekhov, Zhong Chen*. Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning, Angewandte Chemie International Edition, DOI: 10.1002/anie.201908162,2019. (SCI, JCR 1, TOP Journal, IF 12.26) | |||||||||
| (2) Conference Papers | ||||||||||
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Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Jiaxi Ying, Di Guo, Zhong Chen, Xiaobo Qu*, A low rank hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy, in the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society-EMBC'17, pp. 3269-3272, July 11-15, Jeju Island, Korea, 2017. | |||||||||
| (3) Conference abstracts | ||||||||||
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Tianyu Qiu, Wenjing Liao, Di Guo, Zhangren Tu, Bingwen Hu, and Xiaobo Qu*, Magnetic Resonance Spectroscopy Denoising with the Automatic Regularization Parameter Estimation in Low-Rank Hankel Matrix Reconstruction, International Society for Magnetic Resonance in Medicine 28th Scientific Meeting-ISMRM’20, Sydney, Australia, April 18-23, 2020, pp. 4428. | |||||||||
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Xiaobo Qu*, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Tatiana Agback, Vladislav Orekhov,and Zhong Chen. Deep Learning-based Fast Magnetic Resonance Spectroscopy, International Society for Magnetic Resonance in Medicine 28th Scientific Meeting-ISMRM’20, Sydney, Australia, April 18-23, 2020, pp. 4182. | |||||||||
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Hengfa Lu, Xinlin Zhang, Hengfa Lu,Tianyu Qiu, Jian Yang, Di Guo, Zhong Chen, Xiaobo Qu*.A low rank Hankel matrix reconstruction approach to recover hybrid time and frequency data in non-uniformly sampled magnetic resonance spectroscopy, International Society for Magnetic Resonance in Medicine 25th Scientific Meeting-ISMRM’17，Honolulu, USA,, April 22-27, 2017, pp. 1418. | |||||||||
| (4) Preprints | ||||||||||
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Tianyu Qiu, Wenjing Liao, Di Guo, Dongbao Liu, Xin Wang, Xiaobo Qu*,Gaussian noise removal with exponential functions and spectral norm of weighted Hankel matrices，arXiv:2001.11815, 2020. | |||||||||
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Tianyu Qiu, Amir Jahangiri, Xiao Han, Dmitry Lesovoy, Tatiana Agback, Peter Agback, Adnane Achour, Xiaobo Qu*, Vladislav Orekhov*, Resolution enhancement of NMR by decoupling with low-rank Hankel model, arXiv:2212.01144, 2022.[Code] | |||||||||