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Homepage of Chunyan Xiong(English, 中文) |
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| Doctoral Candidate | ||||
| Institute of Electromagnetics acoustics,School of Electronic Science and Engineering (National Model Microelectronics College), Xiamen University. | ||||
| Email: xiongchunyan@stu.xmu.edu.cn | ||||
| Computational Sensing Group, a part of Research Center of Magnetic Resonance and Medical Imaging at Xiamen University. | ||||
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Biosketch |
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Chunyan Xiong is a doctoral candidate of Institute of Electromagnetic Acoustics at Xiamen University in China |
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Convex Optimization, Magnetic Resonance Imaging, Machine Learning | |
Partial Differential Equation | ||||||
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Doctoral Candidate (Sept. 2020-Current) |
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Graduate Student (Sept. 2017-June 2020) |
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B.S. (Sept. 2013-June 2017) |
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| Professional Skills | |||||||||
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Mastered programming languages: Python，Matlab | ||||||||
| Selected Awards | |||||||||
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06/2020，Class of 2020 outstanding Graduates | ||||||||
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10/2019，First prize of the third Fujian Book Review Contest | ||||||||
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12/2019，Second-class Scholarship for Postgraduates | ||||||||
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12/2018，Second-class Scholarship for Postgraduates | ||||||||
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5/2017，Outstanding Graduate of 2017 | ||||||||
| (1) Journal Articles | |||||||||
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Chunyan Xiong, Mengxue Zhang, Tong Wei, Yihui Huang, Jian Cao, Qingrui Cai, Zhong Chen, and Xiaobo Qu, Theoretical Convergence Analysis of Deep Fully Connected Soft-Thresholding Network, IEEE Transactions on Neural Networks and Learning Systems, vol. 37, no. 2, pp. 951-965, Feb. 2026, doi: 10.1109/TNNLS.2025.3614196. (JCR 1, TOP, IF 10.2). | ||||||||
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Chunyan Xiong, Chaoxing Zhang, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, and Xiaobo Qu, Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-Thresholding, IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 2, pp. 3423-3435, Feb. 2025, doi: 10.1109/TNNLS.2024.3353795. (JCR 1, TOP, IF 10.2). | ||||||||
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Chunyan Xiong, Shuhong Chen*, Global Attractors for Non-Newtonian Equations on BCS-BEC Crossover, ScienceAsia, vol. 51, no. 4, pp. 1-10, 2025. (JCR 3, IF 0.6) | ||||||||
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Chunyan Xiong, Shuhong Chen*, Dynamical Behaviour of the Time-Dependent Ginzburg-Landau Equation for Atomic Fermi Gases Near the BCS-BEC Crossover, Current Science, vol. 129, no. 10, pp. 900-908, Nov. 25, 2025, doi: 10.18520/cs/v129/i10/900-908. (JCR 3, IF 1.1) | ||||||||
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Chunyan Xiong, Shuhong Chen*, Global Attractors of Non-Newtonian Fluids Near the BCS-BEC Crossover, Mathematical Physics, Analysis and Geometry, vol. 23, no. 24, pp. 1-20, 2020. (JCR 2, IF 0.9) | ||||||||
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Chunyan Xiong, Shuhong Chen*, Dynamical Behavior of General Time Dependent Ginzburg-Landau Theorem on BCS-BEC Crossover, Communications in Nonlinear Science and Numerical Simulation, (JCR 1, IF 3.8) (To be submitted) | ||||||||
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Wanqi Hu, Huiting Liu, Dicheng Chen, Tianyu Qiu, Hongwei Sun, Chunyan Xiong, Jianzhong Lin, Di Guo, Hao Chen*, and Xiaobo Qu*, Coil Combination of Multichannel Single Voxel Magnetic Resonance Spectroscopy with Repeatedly Sampled in Vivo Data, Molecules, vol. 26, no. 13, pp. 3896, 2021. (SCI, JCR 3, IF 3.27) | ||||||||
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Xinglong Liang, Tianyu Zhang, Miguel Braga, Luyi Han, Maarten Donswijk, Jiaju Huang, Jinhong Song, Chunyao Lu, Xin Wang, Yuan Gao, Chunyan Xiong, Yue Sun, Jun Xu, Jonas Teuwen, Wouter Vogel, Tao Tan, and Ritse Mann, Multi-omics Deep Learning Improves FDG PET-CT-Based Long-Term Prognostication of Breast Cancer, npj Precision Oncology, vol. 10, article 74, 2026, doi: 10.1038/s41698-026-01283-7. (JCR 1, TOP, IF 8.0) | ||||||||
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Mengxue Zhang, Qingrui Cai, Yinyin Chen, Hang Jin, Jianjun Zhou, Qiu Guo, Peijun Zhao, Xingxing Zhang, Yuyu Xia, Xianwang Jiang, Qin Xu, Chunyan Xiong, Yirong Zhou, Chengyan Wang, Xiaobo Qu*, Error Bound Analysis of Physics-Informed Neural Networks Driven T2 Quantification in Cardiac Magnetic Resonance Imaging, Medical Image Analysis, (JCR 1, Top, IF 11.8) (Under review) | ||||||||
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Chunyan Xiong, Shuhong Chen, Global Attractors of the Ginzburg-Landau Equations in the Fermion-Boson Model, Journal of Xiamen University (Natural Science), 2020, 59(01): 94-100.[in Chinese] | ||||||||
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Chunyan Xiong, Shuhong Chen, Global Attractors of Weak Solutions to the Ginzburg-Landau Equations, Journal of Minnan Normal University (Natural Science Edition), 2019, 32(03): 1-8.[in Chinese] | ||||||||
| (2) Academic Monograph | |||||||||
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Shuhong Chen, Chunyan Xiong, and Shuai Liu, Dynamical Behavior Across the Crossover Between Superfluids and Bose-Einstein Condensates (2020).[in Chinese] | ||||||||
| (3) Participated Projects | |||||||||
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Magnetic Resonance Spectroscopic Imaging (Jan. 2022 - Dec. 2024) Participant (not listed as named personnel), National Natural Science Foundation of China Excellent Young Scientists Fund Project (No. 62122064) RMB 2 million |
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Fast Magnetic Resonance Imaging and Its Applications Based on Sparse Representation and Deep Learning (Jan. 2020 - Dec. 2023) Participant (not listed as named personnel), National Natural Science Foundation of China General Program Project (No. 61971361) RMB 650,000 |
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| (5) Academic Service | |||||||||
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Reviewer for the major international conference in neural networks, the International Joint Conference on Neural Networks (IJCNN); review topic: large language models for healthcare. | ||||||||