于2022年11月之前在香港都会大学攻读博士学位，后在香港理工大学担任博士后职位，期间一直从事计算机图形学、计算机视觉及深度学习相关研究工作，以第一作者/通讯作者发表SCI检索论文8篇。多篇论文发表在仪器与测量领域期刊《IEEE Transactions on Instrumentation and Measurement》（一作2篇）和可视化与图形学期刊《The Visual Computer》（一作/通讯2篇）、《Journal of Electronic Imaging》（一作/通讯2篇）、《Multimedia Tools and Applications》（一作1篇）、数学领域期刊《Mathematics》（通讯1篇），上述研究成果被国内外同行多次引用和正面评价。此外，申请人还获批发明专利1项，实用新型专利3项。
个人科研成果： 代表性论著: [1] Dingkun Zhu Yingkui Zhang Zhiqi Li Weiming Wang Haoran Xie Mingqiang Wei Gary Cheng Fu-Lee Wang. Cascaded Normal Filtering Neural Network for Geometry-Aware Mesh Denoising of Measurement Surfaces. IEEE Transactions on Instrumentation and Measurement. 2021 70 1-13. [SCI JCR Q1 IF = 5.6].
[2] Dingkun Zhu Honghua Chen Weiming Wang Haoran Xie Gary Cheng Mingqiang Wei Jun Wang Fu-Lee Wang. Non-local Low-rank Point Cloud Denoising for 3D Measurement Surfaces. IEEE Transactions on Instrumentation and Measurement. 2022 71 1-14. [SCR JCR Q1 IF = 5.6].
[3] Dingkun Zhu Sen Deng WeimingWang Gary Cheng Fu-Lee Wang Haoran Xie. HDRD-Net:High-resolution Detail-recovering Image Deraining Network. Multimedia Tools and Applications. 2022 81(20) 1221. [SCI JCR Q2 IF = 3.6].
[4] Dingkun Zhu Chengyu Zheng Weiming Wang Haoran Xie Gary Cheng Fu Lee Wang Mingqiang Wei. Rapid Fault Extraction from Seismic Images via Deep Learning. Journal of Electronic Imaging. 2022 31(5) 051423. [SCI JCR Q4 IF = 1.1].
[5] Dingkun Zhu Weiming Wang Xue Xue Gary Cheng Fu Lee Wang. Structure-Preserving Image Smoothing via Contrastive Learning. The Visual Computer. (2023). https://doi.org/ 10.1007/s0 0371-023-02897-9. [SCI JCR Q2 IF =3.5].
[6] Fu Lee Wang Dingkun Zhu Haoran Xie Weiming Wang Gary Cheng. 3D Surface Mesh Optimization and Centerline Extraction of Vasculatures for Endovascular Intervention Simulation. Journal of Electronic Imaging. 2022 31 033038. [SCI JCR Q4 IF = 1.1].
[7] Zhong Huang Baian Chen Dingkun Zhu. ImGeo-VoteNet: image and geometry co-supported VoteNet for RGB-D object detection. The Visual Computer (2023). https://doi.org/ 10.1007/s00371-023-02815-z. [SCI JCR Q2 IF = 3.5]. (通讯作者)
[8] Yanchao Zhang Yinuo Zheng Dingkun Zhu Qiaoyun Wu Hansheng Zeng Lipeng Gu Xiangping Bryce Zhai. Point-Rich: Enriching Sparse Light Detection and Ranging Point Clouds for Accurate Three-Dimensional Object Detection. Mathematics (2023) 11(23):4809. https://doi.org/10.3390/math11234809. (SCI JCR Q4 IF =2.4). (共同通讯作者)
[9] Lipeng Gu Xuefeng Yan Liangliang Nan Dingkun Zhu Honghua Chen Weiming Wang Mingqiang Wei. PointeNet: A Lightweight Framework for Effective and Efficient Point Cloud Analysis. Computer Aided Geometric Design. 2024 1-13. [SCI JCR Q3 IF = 1.5]. (通讯作者)
[10]魏明强 张家修 朱定坤 郭延文. 面向大型飞机外形的三角网格表征学习方法 2023.12.29，CN202311263784.2 （发明专利）