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@foxmail.com

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, Haonan Yan, Qinsong Li*, Lingxiao Liu,  Weixin Si, Wei Liang, Beiji Zou. WinGraphUNet: Advanced Windowed Graph Modeling with Remixed Contextual Learning for Efficient Medical Image Segmentation [J]. Knowledge-Based Systems, 2025. (中科院一区TOP）

7. 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)

8. 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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

15. 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)

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

17. 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)

18. 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)

19. 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)

20. 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)
    

21. 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)

22. 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）

23. 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)

24. 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)

25. 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)

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科研项目

1. 国家自然科学基金青年项目，62302530，基于复谱流形小波的非刚性形状高效对应，2024/01-2026/12，30万元，在研，主持

2. 湖南省自然科学基金青年项目，2023JJ40769，面向3D医学图形的非刚性对应方法研究，2023/01-2025/12，5万元，在研，主持

3. 国家自然科学基金重点项目，62536009，多模态医学大模型高效持续演进关键技术研究，2026/01-2030/12，229万元，在研，参与

4. 湖南省教育厅重点项目，24A0018，基于眼底影像的新生儿眼病早期筛查方法及应用，2025/01-2027/06，8万元，在研，参与

5. 湘江实验室重点项目，23XJ02005，多模态医疗影像转换方法与可解释性智能诊疗模型研究，2024/01-2025/12，50万元，在研，参与

6. 中南大学前沿交叉项目，2023QYJC020，多模态医疗影像成像机理与精准医疗关键技术研究，2023/01-2025/12，300万元，在研，参与

7. 国家自然科学基金面上项目，62172447，使用各向异性谱流形小波的非刚性形状对应，2022/01-2025/12，60万元，在研，参与

8. 湖南省自然科学基金杰出青年项目，2019JJ20027，三维模型数据优化与形状分析，2019/01-2021/12，50万元，已结题，参与

9. 湖南省教育厅研究生科研创新项目，CX20190092，深度学习在三维模型匹配中的应用，2019/01-2020/12，3万元，已结题，主持

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