查志远

2015.08-2018.06 南京大学 信息与通信工程专业 博士

2025.01-至今 tyc122cc太阳成集团 “唐敖庆学者”领军教授A岗 博导

2024.04-2024.12 tyc122cc太阳成集团 唐敖庆英才教授 博导

2023.07-2024.04 新加坡南洋理工大学 高级研究员

2019.08-2023.06 新加坡南洋理工大学 研究员

2018.08-2020.10 电子科技大学 博士后（合作导师：朱策教授）

研究方向：多模态图像处理、计算成像、机器学习、人工智能

研究内容：聚焦于信号处理、机器学习与人工智能领域的前沿算法研究，旨在解决图像与视频等多媒体内容在现实世界场景中的处理与分析问题。

1. 国际图像处理顶级期刊IEEE Transactions on Image Processing 编委(CCF A、中科院1区、影响因子：13.70)

2. 国际视频处理顶级期刊IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 编委(中科院1区、CCF B、影响因子：11.10)

3. 国际模式识别顶级期刊Pattern Recognition (PR)编委 (中科院1区、CCF B、影响因子：7.6)

4. 国际信号处理顶级期刊IEEE Journal of Selected Topics in Signal Processing首席客座编委 (中科院1区、影响因子：13.70)

5. 国际知名期刊Signal Processing编委(中科院2区、CCF C、影响因子：3.60)

6. 国际知名期刊The Visual Computer的编委(中科院3区、CCF C、影响因子：2.90)

7. 国际知名期刊Machine Intelligence Research青年编委(中科院2区、影响因子：8.70)

8. IEEE计算成像技术委员会委员

信息与系统(本科生)

计算机视觉(研究生)

欢迎有志青年报考我的研究生，需要具备扎实的数学基础、程序设计能力（包括但不限于MATLAB、C/C++、Python等）与英文读写能力。本人每年招收博士研究生2名，硕士研究生3-4名。

潘思睿(2024级硕士研究生)：以第一作者发表2篇国际地球科学领域顶级期刊IEEE Transactions on Geoscience and Remote Sensing (中科院1区Top期刊，影响因子为8.6)。荣获tyc122cc太阳成集团比亚迪奖学金(3万元)。

陈兀迪(2025级硕博士研究生)：以第一作者发表1篇国际人工智能顶级会议Annual Conference on Neural Information Processing Systems(CCF A，公司首篇)。以第一作者发表1篇国际图像处理顶级期刊IEEE Transactions on Image Processing(CCF A、中科院1区、影响因子：13.70)。

明陈顾(2025级硕士研究生)：荣获第六届CSIG图像图形技术挑战赛—华为终端：2025“Camera学术之星”影像算法技术竞赛-暗光场景图像细节增强赛道一等奖(3万元)。

1. 国家自然科学基金海外人才项目，负责人。

2. 混合噪声场景下多类型高维图像复原理论及方法研究，国家自然科学基金委员面上项目，负责人。

3. 多模态遥感模型鲁棒性理论与方法研究，人力资源和社会保障部，负责人。

4. 微光场景下遥感图像复原理论与方法研究，吉林省科学技术厅重点研发项目，负责人。

查志远，国家级青年人才，tyc122cc太阳成集团“唐敖庆学者”领军教授A岗，博士生导师，吉林省“长白英才计划”青年人才，IEEE/CCF/CSIG 高级会员。目前从多模态图像处理、计算成像、机器学习与人工智能方面的研究工作。

主要学术论文：

1. Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou and Ce Zhu, "Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling," IEEE Signal Processing Magazine (SPM), vol. 40, no. 1, pp. 32-44, Jan. 2023. (中科院1区)

2. Wudi Chen, Zhiyuan Zha*, Shigang Wang, Liaqat Ali, Bihan Wen, Xin Yuan, Jiantao Zhou and Ce Zhu. “Texture-Consistent 3D Scene Style Transfer via Transformer-Guided Neural Radiance Fields”, IEEE Transactions on Image Processing (TIP), 2025. (中科院1区、CCF A)(*通讯作者)

3. Wudi Chen, Zhiyuan Zha*, Shigang Wang, Bihan Wen, Xin Yuan, Jiantao Zhou, zipei fan, Gang Yan, Ce Zhu. “KaRF: Weakly-Supervised Kolmogorov-Arnold Networks-based Radiance Fields for Local Color Editing”, 39th Annual Conference on Neural Information Processing Systems (NeurIPS), San Diego, USA, 2025. (*通讯作者，CCF A)

4. Sirui Pan, Zhiyuan Zha*, Shigang Wang, Yue Li, Zipei Fan, Gang Yan, Binh T. Nguyen, Bihan Wen and Ce Zhu. “Triply Laplacian Scale Mixture Modeling for Seismic Data Noise Suppression”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025. (中科院1区) (*通讯作者)

5. Sirui Pan, Zhiyuan Zha*, Shigang Wang, Bihan Wen, Zipei Fan, Gang Yan, Binh T. Nguyen and Yue Li. “Joint Tensor Ring Decomposition and Unidirectional Total Variation for Seismic Data Denoising”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025. (中科院1区) (*通讯作者)

6. Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang and Ce Zhu, "A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization", IEEE Transactions on Image Processing (TIP), vol. 29, pp. 5094-5109, 2020. (中科院1区、CCF A)

7. Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou and Ce Zhu, "Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models", IEEE Transactions on Image Processing (TIP), vol. 30, pp. 5223-5238, 2021. (中科院1区、CCF A)

8. Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang and Ce Zhu", From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration", IEEE Transactions on Image Processing (TIP), vol. 29, pp. 3254-3269, 2020. (中科院1区、CCF A)

9. Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu and Bihan Wen, "Image Restoration via Simultaneous Nonlocal Self-similarity Priors", IEEE Transactions on Image Processing (TIP), vol. 29, pp. 8561-8576, 2020. (中科院1区、CCF A)

10. Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou and Ce Zhu, "Triply Complementary Priors for Image Restoration", IEEE Transactions on Image Processing (TIP), vol. 30, pp. 5819-5834, 2021. (中科院1区、CCF A)

11. Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou and Ce Zhu, "Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration", IEEE Transactions on Image Processing (TIP), vol. 29, pp. 8960-8975, 2020. (中科院1区、CCF A)

12. Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou and Ce Zhu, "Image Restoration Using Joint Patch-Group-Based Sparse Representation", IEEE Transactions on Image Processing (TIP), vol. 29, pp. 7735-7750, 2020. (中科院1区、CCF A)

13. Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu and Alex Chichung Kot", A Hybrid Structural Sparsification Error Model for Image Restoration", IEEE Transactions on Neural Networks and Learning System (TNNLS), vol. 33, no. 9, pp. 4451-4465, Sept. 2022. (中科院1区)

14. Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu and Alex Chichung Kot, "Low-Rankness Guided Group Sparse Representation for Image Restoration", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 34, no. 10, pp. 7593-7607, Oct. 2023. (中科院1区)

15. Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang and Ce Zhu, "Nonconvex Structural Sparsity Residual Constraint for Image Restoration", IEEE Transactions on Cybernetics (TCYB), vol. 52, no. 11, pp. 12440-12453, Nov. 2022. (中科院1区)

16. Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang and Ce Zhu, "Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction", IEEE Transactions on Cybernetics (TCYB), doi: 10.1109/TCYB.2023.3251730, 2024. (中科院1区)

17. Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Yilong Lu and Ce Zhu. "Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising", IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 61, pp. 1-16, 2023. (中科院1区)

荣誉奖项：

1. 荣获2017年IEEE多媒体旗舰会议IEEE International Conference on Multimedia and Expo 最佳论文铂金奖（第一作者，前 0.8%, 共 850篇投稿，CCF B类会议）

2. 荣获2020年IEEE多媒体旗舰会议IEEE International Conference on Multimedia and Expo 最佳论文亚军奖（第一作者，前 0.8%, 共 834篇投稿，CCF B类会议）