李钦松

讲师 硕士生导师

入职时间：2022-09-01

所在单位：大数据研究院

职务：讲师

学历：博士研究生毕业

办公地点：中南大学校本部逸夫楼

性别：男

学位：理学博士学位

在职信息：在职

毕业院校：中南大学

学科：计算机科学与技术

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个人简介

李钦松，博士，中南大学大数据研究院讲师、硕士生导师。研究方向为三维形状分析与医学影像处理，在CVPR、TVCG、TNNLS、CGF 等国际权威期刊及会议发表学术论文30 余篇，以第一和通讯作者（含共同）发表论文15篇。主持国家及湖南省自然科学基金青年项目各1项，参与多项国家级、省部级科研项目。作为主要参与人获中国自动化学会科技进步二等奖、湖南省科学技术进步二等奖各1项。邮箱：qinsli.cg@csu.edu.cn


学术论文 (详细见谷歌学术个人档案）

‘#’:（共同）一作；‘*’:（共同）通讯

  1. Qinsong Li, Shengjun Liu*, Ling Hu*, Xinru Liu. Shape Correspondence Using Anisotropic Chebyshev Spectral CNNs [C]//IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. (CCF-A)

  2. Ling Hu#, Qinsong Li#, Shengjun Liu*, Xinru Liu. Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation.[C]// IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF-A)

  3.  Feifan Luo#, Qinsong Li#, Ling Hu, Haibo Wang, Haojun Xu, Xinru Liu,  Shengjun Liu*, Hongyang Chen*. Deep Frequency Awareness Functional Maps for Robust Shape Matching [J]. IEEE Transactions on Visualization and Computer Graphics, 2025. (CCF-A)

  4. Shengjun Liu, Haibo Wang, Dong-Ming Yan, Qinsong Li*, Feifan Luo, Zi Teng, Xinru Liu. Spectral Descriptors for 3D Deformable Shape  Matching: A Comparative Survey [J]. IEEE Transactions on Visualization and Computer Graphics, 2024. (CCF-A)

  5. Xiaoyan Kui, Haonan Yan, Qinsong Li*, Min Zhang, Liming Chen, Beiji Zou. ChebMixer: Efficient Graph Representation Learning With MLP Mixer [J]. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2025. (CCF-B，中科院一区TOP)

  6. Xiaoyan Kui, Bo Liu, Zanbo Sun, Qinsong Li*, Min Zhang, Wei Liang, Beiji Zou. Med-LVDM: Medical latent variational diffusion model for medical image translation [J]. Biomedical Signal Processing and Control, 2025. (JCR Q1)

  7. Xiaoyan Kui, Qianmu Xiao*, Qinsong Li, Zexin Ji, Jielin Zhang, Beiji Zou. Flip Distribution Alignment VAE for Multi-Phase MRI Synthesis. [C]// International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025. (CCF-B)

  8. Xiaoyan Kui, Shen Jiang*, Qinsong Li, Yifei Peng, Zhipeng Hu, Beiji Zou. Gl-MambaNet: A global-local hybrid Mamba network for medical image segmentation [J]. Neurocomputing, 2025. (JCR Q1)

  9. 奎晓燕, 杨康康, 孙赞博, 李钦松*, 张敏, 海泽儒, 梁伟, 邹北骥. TranECG：基于Transformer的多导联心电图异常检测 [J]. 计算机辅助设计与图形学学报, 2025. (CCF-中文A)

  10. Haojun Xu, Ling Hu, Qinsong Li, Shengjun Liu*, Dong-ming Yan, Xinru Liu. Point Geometrical Coulomb Force: An explicit and robust embedding for point cloud analysis. [J] Pattern Recognition, 2025. (CCF-B)

  11. Haojun Xu, Qinsong Li, Ling Hu, Shengjun Liu, Haibo Wang, Xinru Liu. SEDFMNet: A Simple and Efficient Unsupervised Functional Map for Shape Correspondence Based on Deconstruction [J]. Graphical Models, 2025. (CCF-B)

  12. Haibo Wang, Qinsong Li, Ling Hu, Haojun Xu, Jing Meng, Xinru Liu, Yu-Kun Lai, Shengjun Liu. TriAlign: revisiting deep functional map from map representation alignment perspectives [J]. The Visual Computer, 2025. （Proc. CGI'25） (CCF-C)

  13. Yulan Dai, Beiji Zou, Xiaoyan Kui*, Qinsong Li, Wei Zhao, Jun Liu, Miguel Bordallo López. Strong Multimodal Representation Learner through Cross-domain Distillation for Alzheimer’s Disease Classification.[C]// IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. (CCF-B)

  14. Qinsong Li*, Yueyu Guo*, Xinru Liu, Ling Hu, Feifan Luo#, Shengjun Liu#. Deformable shape matching with multiple complex spectral filter operator preservation [J]. The Visual Computer, 2024. （Proc. CGI'24） (CCF-C)

  15. Qinsong Li#, Ling Hu#, Shengjun Liu*, Dangfu Yang, Xinru Liu*.  Anisotropic Spectral Manifold Wavelet Descriptor [J]. Computer Graphics Forum, 2021. (CCF-B)

  16. Shengjun Liu, Hongyan Liu, Wang Chen, Dong-ming Yan, Ling Hu, Xinru Liu, Qinsong Li*. An Anisotropic Chebyshev Descriptor and its Optimization for Deformable Shape Correspondence [J]. Computational Visual Media, 2023.  (CCF-C, IF=18.3)

  17. Shengjun Liu, Haojun Xu, Dong-ming Yan, Ling Hu, Xinru Liu, Qinsong Li*. WTFM Layer: An Effective Map Extractor for Unsupervised Shape Correspondence [J].Computer Graphics Forum, 2023. (CCF-B)

  18. Shengjun Liu, Haibo Wang, Ling Hu, Qinsong Li*, Xinru Liu. Incremental functional maps for accurate and smooth shape correspondence [J]. The Visual Computer, 2022. (Proc. CGI'22)  (CCF-C)

  19. Ling Hu, Qinsong Li,  Shengjun Liu*, Dong-Ming Yan, Haojun Xu, Xinru Liu. RFMNet: Robust Deep Functional Maps for Unsupervised Shape Correspondence. [J] Graphical Models, 2023. (Proc. CVM 2023) (CCF-B)

  20. Shengjun Liu, Feifan Luo, Qinsong Li, Xinru Liu, Ling Hu.   AWEDD: A Descriptor Simultaneously Encoding Multiscale Extrinsic and Intrinsic Shape Features. [J] The Visual Computer, 2023. (CCF-C)

  21. Qinsong Li, Shengjun Liu*, Ling Hu*, Xinru Liu. Anisotropic Spectral Manifold Wavelet Descriptor for Deformable Shape Analysis and Matching [C]//Pacific Graphics: Short Papers. 2018. (CCF-B 会议短文）

  22. 胡玲，李钦松，刘圣军*，刘新儒. 三维模型匹配的谱图小波描述符[J]. 浙江大学学报(工学版). 2018. (Proc. Chinagraph 2018) (EI)

  23. 胡玲，李钦松，刘圣军*，郭啸. 基于信号稀疏优化的 3D 模型颜色纹理修复 [J]. 计算机辅助设计与图形学学报. 2017. (Proc. China CAD&CG 2017) (CCF中文-A, EI)

  24. Ling Hu, Qinsong Li, Shengjun Liu*, Xinru Liu, Zheng Wang*. Wavelet-based Polygon Soup Consolidation [J]. Computers and Graphics. 2017. (Proc. CAD/Graphics 2017) (CCF-C)

  • ……………………


发明专利

  1. 刘圣军, 李钦松, 胡玲, 刘新儒. 非刚性三维形状逐点对应方法及人体心脏运动仿真方法. 专利号: ZL202110627208.6

  2. 刘圣军, 徐浩钧, 李钦松, 胡玲, 刘新儒. 一种无监督形状对应方法及人体形状对应方法. 专利号: ZL202111069850.3

  3. 刘圣军, 李钦松, 胡玲, 刘新儒. 非刚性三维模型之间点点匹配的方法. 专利号: ZL 2019 1 1204811.2

教育经历

[1]   2018.9-2022.6

中南大学  |  数学  |  理学博士学位  |  博士研究生毕业

[2]   2015.9-2018.6

中南大学  |  数学  |  理学硕士学位  |  硕士研究生毕业
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[3]   2011.9-2015.6

中南大学  |  数学  |  理学学士学位  |  大学本科毕业

工作经历

[1]   2024.2-2024.8

教育部学位与研究生教育发展中心  |  论文质量监测处

[2]   2022.9-至今

中南大学  |  大数据研究院  |  讲师  |  在职

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