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熊春燕的个人主页 (English, 中文) |
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| 博士研究生 | ||||
| 厦门大学 电子科学与技术学院(国家示范性微电子学院)电磁声学研究院 | ||||
| Email: xiongchunyan@stu.xmu.edu.cn | ||||
| 研究小组：计算感知@磁共振医学成像研究中心 | ||||
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个人简历 |
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厦门大学电磁声学研究院博士研究生 |
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凸优化、磁共振成像、机器学习、图像处理 | |
偏微分方程 | ||||||
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博士研究生 (2020年9月-至今) |
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本科 (2013年9月-2017年6月) |
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| 专业技能 | |||||||||
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掌握的编程语言：Python、Matlab | ||||||||
| 获奖 | |||||||||
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2020年6月，2020届优秀毕业生 | ||||||||
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2019年10月，福建省第三届书评大赛一等奖 | ||||||||
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2019年12月，研究生二等奖学金 | ||||||||
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2018年12月，研究生二等奖学金 | ||||||||
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2017年5月，2017届优秀应届毕业生 | ||||||||
| （1）期刊论文 | |||||||||
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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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熊春燕, 陈淑红, 费米子-玻色子模型中金兹堡-朗道方程组的整体吸引子, 厦门大学学报（自然科学版）, 2020, 59(01): 94-100. | ||||||||
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熊春燕, 陈淑红, Ginzburg-Landau 方程组弱解的整体吸引子, 闽南师范大学学报（自然科学版）, 2019, 32(03): 1-8. | ||||||||
| （2）学术专著 | |||||||||
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陈淑红 , 熊春燕,刘帅著《超流体和玻色爱因斯坦凝聚间跨越的动力学行为》(2020). | ||||||||
| （3）参与项目 | |||||||||
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计算磁共振波谱成像（2022 年 1 月-2024 年 12 月） 参与（未挂名），国家自然科学基金优秀青年科学基金项目（No. 62122064） 200 万 |
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基于稀疏表示的深度学习快速磁共振成像及应用（2020 年 1 月-2023 年 12 月） 参与（未挂名），国家自然科学基金面上项目（No. 61971361） 65 万 |
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| （5）学术服务 | |||||||||
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担任神经网络领域重要国际会议 International Joint Conference on Neural Networks 审稿人， 主题内容：健康医疗大语言模型 | ||||||||