郑建炜

郑建炜，博导，教授，主要从事智能建模、数据分析、AI4Science等方面研究。主持国家自然科学基金2项，国家重点研发计划课题1项，浙江省“领雁”计划课题1项，省自然科学基金重点项目1项，省自然科学基金一般项目3项，企业委托课题6项；获得浙江省科技进步二等奖、吴文俊人工智能科技进步一等奖、中国发明协会发明创造二等奖、中国产学研合作创新成果优秀奖；

入选2025年全球前2%顶尖科学家榜单，以第一或通信作者身份在TNNLS、TIP、NeurIPS、CVPR、AAAI、ACM MM、TGRS、TCSVT、TMM、Pattern Recognition、计算机学报、软件学报、自动化学报等国内外知名学术期刊与会议中发表论文100余篇，其中高被引论文4篇，热点论文1篇，获国际会议最佳论文和最佳墙报奖各1项；出版发行专著1部；第一作者获得国家授权发明专利30余项，实用新型专利2项，软件著作权30余项；担任浙江省电力大数据和人工智能专委会副主任、中国国际大学生创新大赛专家、浙江省大学生人工智能竞赛执行委员、国家自然科学基金委员会通讯评审专家、浙江广东等省基金委通讯评审专家，曾任浙江省计算机学会人工智能专委会委员、杭州市人工智能学会理事。

GitHub主页：https://zhengjianwei2.github.io/

部分第一或通信作者学术论文（星号*指通讯作者）

Wenbin Lu, Yihan Chen, Junnan Xu, Wei Li, Junwei Zhu, Jianwei Zheng*. Solving Partial Differential Equations via Radon Neural Operator. In Proc. of NeurIPS, 2025. (CCF A会议)

Junwei Zhu, Honghui Xu, Wei Li, Jaiwei Jiang, Zhi Liu, Jianwei Zheng*. Arbitrary-scale Fusion Operator for High-resolution Hyperspectral Imaging. IEEE Transactions on Multimedia, 2025. (IF:9.7, 中科院1区, CCF B)

Wei Li#, Junwei Zhu#, Honghui xu, Jiawei Jiang, Jianwei Zheng*. SpecSolver: Solving Spatial-Spectral Fusion via Semantic Transformer. In Proc. ACMMM, 2025. (CCF A会议)

Junwei Zhu, Wei Li, Honghui Xu, Jiawei Jiang, Zhi Liu*, Jianwei Zheng*. Arbitrary-scale Fusion Neural Operator. In Proc. ACMMM, 2025. (CCF A会议, Oral)

Honghui Xu, Chuangjie Fang, Yibin Wang, Jie Wu, Jianwei Zheng*. Laboring on Less Labors: RPCA Paradigm for Pan-sharpening. In Proc. ICCV, 2025. (CCF A会议)

Jiawei Jiang, Jiacheng Chen, Honghui Xu, Yuhang He, Jianwei Zheng*. Information-coupled MRI acceleration via Multi-modal Mapping and Progressive Masking. Pattern Recognition, 171(2026): 112061. (IF: 7.6, 中科院1区, CCF B)

Yitong Lin, Jiaying He, Jiahe Chen, Xinnan Zhu, Jianwei Zheng*, and Tao Bo*. BioGraphFusion: Graph Knowledge Embedding for Biological Completion and Reasoning. Bioinformatics, 2025, 41(7): btaf408. (IF: 5.4, 中科院2区, CCF B)

Honghui Xu#, Yueqian Quan#, Mengjie Qin, Yibin Wang, Chuangjie Fang, Yan Li, and Jianwei Zheng*. Nonlinear Learnable Triple-Domain Transform Tensor Nuclear Norm for Hyperspectral Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing, 63: 5514117, 2025, DOI: 10.1109/TGRS.2025.3568627. (IF: 8.6, 中科院1区)

Jianwei Zheng, Guojiang Shen, Wei Li, Jiawei Jiang*. Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking. In Proc. of the AAAI Conf. on Artificial Intelligence, 2025. (CCF A会议)

Wei Li#, Jiawei Jiang#, Jie Wu, Kaihao Yu, Jianwei Zheng*. LMO: Linear Mamba operator for MRI Reconstruction. In Proc. CVPR, 2025. (CCF A会议)

Jianwei Zheng, Wei Li, Ni Xu, Junwei Zhu, Xiaoxu Lin, Xiaoqin Zhang*. Alias-Free Mamba Neural Operator. In Proc. of NeurIPS 2024. (CCF A会议)

Yibin Wang, Weizhong Zhang, Jianwei Zheng*, Cheng Jin*. High Fidelity Person-centric Subject-to-Image Synthesis. in Proc. of CVPR, 2024. (CCF A会议)

Jianwei Zheng, Ping Yang, Xi Yang*, Shengyong Chen*. Truncated low-rank and total p variation constrained data completion and its Moreau approximation algorithm. IEEE Transactions on Image Processing, 2020, 29: 7861-7874. (IF: 11.041, 中科院1区, CCF A类期刊)

Jianwei Zheng, Ping Yang, Shengyong Chen*, Guojiang Shen, and Wanliang Wang. Iterative reconstrained group sparse recognition with adaptive weights learning. IEEE Transactions on Image Processing, 2018, 26(5): 2408-2423. (IF: 11.041, 中科院1区, CCF A类期刊)

Jiawei Jiang, Yuchao Feng, Jiacheng Chen, Dongyan Guo, Jianwei Zheng*. Latent-space unfolding for MRI reconstruction. ACM MM 2023, DOI: 10.1145/3581783.3613771. (CCF A会议)

Yuchao Feng, Yanyan Shao, Honghui xu, Jinshan Xu, Jianwei Zheng*. A lightweight collective-attention network for change detection. ACM MM 2023. DOI: 10.1145/3581783.3613773. (CCF A会议)

Jie Wu, Yuchao Feng, Honghui Xu, Chuanmeng Zhu, Jianwei Zheng*. SyFormer: Structure-Guided Synergism Transformer for Large-Portion Image Inpainting.  AAAI 2024. (CCF A会议)

Jiawei Jiang, Jianwei Zheng*. Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction. AAAI 2024. (CCF A会议)

Jianwei Zheng, Yuchao Feng, Cong Bai, Jinglin Zhang*. Hyperspectral classification using mixed convolutions and covariance pooling. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(1): 522-534. (Highly Cited Paper, IF: 8.125, 中科院1区, CCF B类期刊)

Yuchao Feng, Jiawei Jiang, Honghui Xu, Jianwei Zheng*. Change Detection on Remote Sensing Data using Dual-branch Multi-level Inter-temporal Network. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-15. (Hot Paper, Highly Cited Paper, IF: 8.125, 中科院1区, CCF B类期刊)

Yuchao Feng, Honghui Xu, Jiawei Jiang, Hao Liu, Jianwei Zheng*. ICIF-Net: Intra-scale Cross-interaction and Inter-scale Feature Fusion Network For Bi-temporal Remote Sensing Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 4410213. (Highly Cited Paper, IF: 8.125, 中科院1区, CCF B类期刊)

Jianwei Zheng, Ni Xu, Wei Li, Jiawei Jiang, and Xiaoqin Zhang*. Semantic-Spatial Attention for Refined Object Placement in Text-to-Image Synthesis. IEEE Transactions on Multimedia, 2025. (IF:8.4, 中科院1区, CCF B)

Jianwei Zheng, Kechen Lou, Xi Yang*, Cong Bai*, and Jinhui Tang. Weighted mixed-norm regularized regression for robust target identification. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(12): 3788-3802. (IF: 14.255, 中科院1区, CCF B类期刊)

Honghui Xu, Chuangjie Fang, Yilin Ge, Yubin Gu, and Jianwei Zheng*. Cascade-Transform-based Tensor Nuclear Norm for Hyperspectral Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing, 2025, DOI: 10.1109/TGRS.2024. 3508456. (IF: 7.5, 中科院1区, CCF B)

Jianwei Zheng, Anhao Shao, Yidong Yan, Jie Wu, Meiyu Zhang*. Remote Sensing Semantic Segmentation via Boundary Supervision Aided Multi-scale Channel-wise Cross Attention Network. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 4405814.(IF: 8.2, 中科院1区, CCF B类期刊)

Jianwei Zheng, Mengjie Qin, Xiaolong Zhou*, Jiafa Mao*, and Hongchuan Yu. Efficient implementation of truncated reweighting low-rank matrix approximation. IEEE Transactions on Industrial Informatics, 2020, 16(1): 488-500. (IF: 11.648,中科院1区)

Honghui Xu, Jianwei Zheng*, Xiaomin Yao, Yuchao Feng, Shengyong Chen. Fast tensor nuclear norm for structured low-rank inpainting. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(2): 538-552. (IF: 5.859, 中科院1区, CCF B类期刊)

Yueqian Quan, Honghui Xu, Renfang Wang, Qiu Guan*, Jianwei Zheng*. ORSI Salient Object Detection via Progressive Semantic Flow and Uncertainty-aware Refinement. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5608013. (IF: 8.2, 中科院1区, CCF B类期刊)

Jiawei Jiang, Zihan He, Yueqian Quan, Jie Wu, Jianwei Zheng*. PGIUN:Physics-Guided Implicit Unrolling Network for Accelerated MRI. IEEE Transactions on Computational Imaging, 2024, DOI: 10.1109/TCI.2024.3422840. (IF 4.2 , 中科院2区)

Yubin Gu, Honghui Xu, Yueqian Quan, Wanjun Chen, and Jianwei Zheng*. ORSI Salient Object Detection via Bidimensional Attention and Full-stage Semantic Guidance. IEEE Transactions on Geoscience and Remote Sensing, 2023, DOI: 10.1109/TGRS.2023.3243769 (IF: 8.125, 中科院1区, CCF B类期刊)

Yuchao Feng, Mengjie, Qin, Jiawei Jiang, Jintao Lai, and Jianwei Zheng*. Axial-shunted Spatial-temporal Conversation for Change Detection. ACM Transactions on Multimedia Computing Communications and Applications, 2025. (IF: 5.2, 中科院3区, CCF B)

Jianwei Zheng, Yu Liu, Yuchao Feng, Honghui Xu, Meiyu Zhang*. Contrastive Attention-guided Multi-level Feature Registration for Reference-based Image Super-resolution. ACM Transactions on Multimedia Computing Communications and Applications, 2023. (IF 5.1, 中科院2区, CCF B类期刊)

Yiting Jin, Jie Wu, Wanliang Wang, Yidong Yan, Jiawei Jiang, Jianwei Zheng*. Cascading Blend Network for Image Inpainting. ACM Transactions on Multimedia Computing Communications and Applications, 2023. (IF 5.1, 中科院2区, CCF B类期刊)

Honghui Xu, Chuangjie Fang, Renfang Wang, Shengyong Chen, Jianwei Zheng*. Dual-Enhanced High-Order Self-Learning TSVD for Robust Principal Component Analysis. IEEE Transactions on Artificial Intelligence, 2024.

Jiacheng Chen, Fei Wu, Jianwei Zheng*. Multi-Contrast MRI Reconstruction via Information-growth Holistic Unfolding Network. IEEE Transactions on Instrumentation & Measurement, 2024. (IF 5.6, 中科院2区)

Jianwei Zheng, Yidong Yan, Liang Zhao, Xiang Pan*. CGMA-Net: Cross-level Guidance and Multi-scale Aggregation Network for Polyp Segmentation. IEEE Journal of Biomedical and Health Informatics, 2024, 28(3): 1424-1435. DOI: 10.1109/JBHI.2023.3345479. (IF 7.7, 中科院1区, CCF C类期刊)

Jianwei Zheng, Ping Yang, Guojiang Shen*, Shengyong Chen, Wei Zhang*. Enhanced low-rank constraint for temporal subspace clustering and its acceleration scheme. Pattern Recognition, 111 (2021) 107678. (IF: 8.518, 中科院1区, CCF B类期刊)

Jianwei Zheng, Mengjie Qin, Honghui Xu, Yuchao Feng, Peijun Chen*, Shengyong Chen. Tensor completion using patch-wise high order Hankelization and randomized tensor ring initialization. Engineering Applications of Artificial Intelligence, 2021, 106 (2021) 104472. (IF: 7.802, 中科院1区, CCF C类期刊)

Jianwei Zheng, Yidong Yan, Liang Zhao, Xiang Pan*. CGMA-Net: Cross-level Guidance and Multi-scale Aggregation Network for Polyp Segmentation. IEEE Journal of Biomedical and Health Informatics, 2024, DOI: 10.1109/JBHI.2023.3345479. (IF 7.7, 中科院1区, CCF C类期刊)

Jiahe Chen, Jianwei Zheng*, Shen Wang, and Jiahe Ying. Decoupled Competitive Framework for Semi-supervised Medical Image Segmentation. In Proc. of the 27th European Conference on Artificial Intelligence (ECAI-2024). (CCF B会议)

Honghui Xu, Queqian Quan, Chuangjie Fang, Jianwei Zheng*. Robust Principal Component Analysis via High-Order self-learning Transform Tensor Nuclear Norm. In Proc. of ICME, 2024. (CCF B会议)

Jiawei Jiang, Jiacheng Chen, Honghui Xu, Yuchao Feng, Jianwei Zheng*. GA-HQS: MRI Reconstruction via a Generically Accelerated Unfolding Approach. In Proc. of  IEEE ICME, 2023. (CCF B类会议)

Yuchao Feng, Honghui Xu, Jiawei Jiang, Jianwei Zheng*. Compact Intertemporal Coupling Network for Remote Sensing Change Detection. In Proc. of IEEE ICME, 2023. (CCF B类会议)

Yibin Wang, Yuchao Feng, Jie Wu, Honghui Xu, Jianwei Zheng*. CA-GAN: Object Placement via Coalescing Attention Based Generative Adversarial Network. In Proc. of IEEE ICME, 2023. (CCF B类会议)

Yibin Wang, Haixia Long, Qianwei Zhou, Jianwei Zheng*. GCN-based Autism Spectrum Disorder Diagnosis via Convolutional Restructuring Attention. In Proc. of CogSci, 2023. (CCF B类会议)

Yan Li, Qiuju Chen, Chuangjie Fang, Ni Xu, Honghui Xu, and Jianwei Zheng*. Pipeline-Centered Neighboring Network for Deep        Unfolding Pansharpening. IEEE International Conference on Acoustics, Speech and Signal Processing, 2025. (CCF B会议)

Jiawei Jiang, Yuchao Feng, Honghui Xu, Jianwei Zheng*. Low-dose CT Reconstrction via Optimization-inspired GAN. IEEE International Conference on Acoustics, Speech and Signal Processing, 2023. (CCF B类会议)

Yuchao Feng, Jiawei Jiang, Honghui Xu, Jianwei Zheng*. Building Change Detection using Cross-temporal Feature Interaction Network. IEEE International Conference on Acoustics, Speech and Signal Processing, 2023. (CCF B类会议)

Yibin Wang, Haixia Long, Qianwei Zhou, Tao Bo, Jianwei Zheng*. PLSNet: Position-aware GCN-based Autism Spectrum Disorder Diagnosis via FC Learning and ROIs Sifting. Computers in Biology and Medicine, 2023, 163: 107184. (IF 7.7, 中科院1区)

Yanhong Yang, Jianwei Zheng*, Shengyong Chen*, and Meiyu Zhang. Hyperspectral image restoration via local low-rank matrix recovery and moreau-enhanced total variation. IEEE Geoscience and Remote Sensing Letters, 2020, 17(6): 1037-1041. (IF: 5.343, 中科院2区, CCF C类期刊)

Jianwei Zheng, Yueqian Quan, Hang Zheng, Yibin Wang, Xiang Pan*. ORSI Salient Object Detection via Cross-scale Interaction and Enlarged Receptive Field. IEEE Geoscience and Remote Sensing Letters, 2023, 20: 6003205. (IF: 5.343, 中科院2区, CCF C类期刊)

Honghui Xu, Mengjie Qin, Yidong Yan, Yueqian Quan, Jianwei Zheng*. Nonlocal B-spline Representation of Tensor Decomposition for Hyperspectral Inpainting. Signal Processing, 2023, 206: 108888. (IF: 4.729, 中科院2区, CCF C类期刊)

Jiawei Jiang, Yile Xu, Honghui Xu, Guojiang Shen, Jianwei Zheng*. Multi-dimensional Visual Data Completion via Weighted Hybrid Graph-Laplacian. Signal Processing, 2024, 216: 109305. (IF 4.4, 中科院2区，CCF C类期刊)

Yibin Wang, Haixia Long, Bo Tao, Jianwei Zheng*. Residual Graph Transformer for Autism Spectrum Disorder Prediction. Computer  Methods and Programs in Biomedicine, 2024, DOI: 10.1016/j.cmpb.2024.108065. (IF 6.1, 中科院2区)

Jianwei Zheng, Hao Liu, Yuchao Feng, Jinshan Xu, Liang Zhao*. CASF-Net: Cross-attention and Cross-scale Fusion Network for Medical Segmentation. Computer Methods and Programs in Biomedicine, 2023, 229: 107307. (IF: 7.027, 中科院2区)

Honghui Xu, , Jiawei Jiang, Yuchao Feng, Yiting Jin, Jianwei Zheng*. Tensor Completion via Hybrid Shallow-and-Deep Priors. Applied Intelligence, 2023, DOI: 10.1007/s10489-022-04331-4 (IF: 5.019, 中科院2区, CCF C类期刊)

Jiawei Jiang, Yuchao Feng, Honghui Xu, Guojiang Shen, Jianwei Zheng*. Hyperspectral and Multispectral Data Fusion via Joint Local-Nonlocal Modeling and Truncation Operator. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 5880-5893.  (IF: 4.715, 中科院2区)

Honghui Xu, Mengjie Qin, Shengsyong Chen, Yuhui Zheng, and Jianwei Zheng*. Hyperspectral- multispectral fusion via tensor ring and subspace decompositions, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 8823-8837. (IF:4.715, 中科院2区)

Jianwei Zheng, Jiawei Jiang, Honghui Xu, Zhi Liu*, Fei Gao. Manifold based nonlocal second-order regularization for Hyperspectral inpainting. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 224-236. (IF:4.715, 中科院2区)

Yuchao Feng, Jianwei Zheng*, Mengjie Qin, Cong Bai, and Jinglin Zhang. 3D Octave and 2D Vanilla Mixed Convolutional Neural Network for Hyperspectral Classification with Limited Samples, Remote Sensing, 2021, 13, 4407. https://doi.org/10.3390/rs13214407. (IF: 5.349, 中科院2区)

Jianwei Zheng, Yubin Gu, Yuchao Feng, Jinshan Xu, Meiyu Zhang*. Boosting Feature-Aware Network for Salient Object Detection. In Int. Conf. Artificial Neural Networks-ICANN, Bristol, UK, 6-9 September, 2022, pp: 14-26. (Springer, Cham, Oral, CCF C类会议)

徐宏辉, 郑建炜*, 秦梦洁, 陈婉君. 结构化矩阵优化的高光谱噪声去除算法, 计算机辅助设计与图形学学报, 2021, 33(1): 68-80.

徐宏辉, 郑建炜*, 秦梦洁, 陈婉君. 结构化矩阵优化的高光谱噪声去除算法, 计算机辅助设计与图形学学报, 2021, 33(1): 68-80.

郑建炜, 周鑫杰, 徐宏辉, 秦梦洁, 白琮*. 张量环因子非凸秩约束的高光谱超解析. 光子学报, 2022, 51(2): 0210003.

第一作者授权发明专利

1.郑建炜, 冯宇超, 陈婉君, 蒋嘉伟, 周鑫杰, 徐宏辉. 一种基于3维和2维混合卷积的高光谱遥感图像分类方法, 授权号: ZL202010066659.2, 2023.03.17.

2.郑建炜, 杨弘, 陈婉君. 一种基于非凸低秩低梯度的深度图像修复方法, 授权号: ZL202010028825.X, 2022.07.27.

3.郑建炜, 路程, 秦梦洁, 张晶晶, 杨弘, 陈婉君, 李宏凯. 一种基于加权混合范数回归的鲁棒人脸识别方法, 授权号: ZL201810203153.4, 2021.12.07.

4.郑建炜, 秦梦洁, 路程, 张晶晶, 杨弘, 陈婉君. 基于加权非凸正则化和迭代重约束低秩表示的动态视频分割方法, 授权号: ZL201810789186.1, 2021.07.27.

5.郑建炜, 秦梦洁, 陈婉君, 徐宏辉, 路程. 一种基于低秩引量补全与离散全变分的图像修复方法, 授权号: ZL201910536041.5, 2021.02.19.

6.郑建炜, 路程, 杨平, 秦梦洁, 杨弘, 陈婉君. 一种基于特征选择与光滑表示聚类的视频动态目标提取方法, 授权号: ZL201711030113.6, 2020.10.02.

7.郑建炜, 杨平, 杨小涵, 潘振杰, 陈婉君.一种基于图像块聚类字典训练的图像去噪去模糊方法, 授权号: ZL201710665044.X, 2020.06.23.

8.郑建炜, 邱虹, 鞠振宇, 李宏凯, 杨平, 陈婉君. 一种联合平滑矩阵多变量椭圆分布的鲁棒人脸识别方法, 授权号: ZL201710623041.X, 2020.04.24

9.郑建炜, 鞠振宇, 邱虹, 杨平, 康帆, 陈婉君, 王万良. 一种基于关联矩阵自学习及显式秩约束的医学图像分割方法, 授权号: ZL201710099811.5, 2019.09.03

10.郑建炜, 李卓蓉, 鞠振宇, 杨平, 邱虹, 陈婉君. 一种联合拉斯正则项和特征自学习的水流图像分簇方法, 授权号: ZL201610604588.0, 2019.07.26

11.郑建炜, 杨平, 邱虹, 陈婉君. 一种迭代重约束组稀疏表示分类的人脸识别方法, 授权号: ZL201610642240.0, 2019.04.09, 中华人民共和国国家知识产权局

12.郑建炜, 黄琼芳, 杨平, 邱虹, 王万良. 基于自适应加权组稀疏表达的水电机组噪声异常诊断方法, 授权号: ZL201610107539.6, 2019.03.15, 中华人民共和国国家知识产权局

13.郑建炜, 邱虹, 杨平, 陈婉君, 陈宇, 蒋一波, 王万良, 金亦挺. 一种基于局部保持非负矩阵分解的增量学习人脸识别方法, 授权号: ZL201310301539.6, 2016. 12, 中华人民共和国国家知识产权局

14.郑建炜, 黄琼芳, 邱虹, 王万良, 蒋一波. 基于核的判别随机近邻嵌入分析的人脸识别方法, 授权号: ZL201310125325.8, 2016.06, 中华人民共和国国家知识产权局

主持纵向教学科研项目:

1.国家自然科学基金面上项目(62276232): 《面向视觉数据重构的显隐式知识联合建模研究》, 2023.01.01-2026.12.31, 70万, 在研, 负责人

2.浙江省“十四五”研究生教学改革项目：《机器学习与模式识别》课堂教学改革探索与实践，2023.01-2024.12, 2万, 在研, 负责人

3.浙江省“领雁”研发攻关计划项目子课题, 《高（快）速道路路空立体感知与协同管控关键技术研究与应用》, 2023.01-2026.12,  在研,负责人

4.国家重点研发计划政府间重点专项项目子课题(2018YFE0126100): 《基于气象卫星影像的典型灾害天气智能解译关键技术研究与应用示范》, 2020.01-2022.12, 50万, 结题, 负责人

5.国家自然科学基金青年项目(61602413): 《特征自学习的鲁棒非凸非光滑稀疏表示分类算法研究》, 2017.01.01-2019.12.31, 23.8万, 结题, 负责人

6.浙江省自然科学基金面上项目(LY19F030016): 《联合动量更新与属性揭示的非凸约束型数据重构算法研究》, 2019.01.01-2021.12.31, 10万, 结题（全优）, 负责人

7.浙江省自然科学基金面上项目(LY15F030014): 《复杂异构数据的邻域模式分析及分簇降维可视化研究》, 2015.01.01-2017.12.31, 8万, 结题（两优一良）, 负责人

8.浙江省自然科学基金青年项目(LQ12F03011): 《面向多类别模式辨识的流形降维算法研究》, 2012.01.01-2013.12.31, 5万, 结题（优秀）, 负责人

9.浙江工业大学自然科学基金(2011XY020): 《提升判别性能的流形嵌入降维技术研究》, 2011-2012, 0.8万, 结题, 负责人

10.浙江工业大学研究生教改专项:《基于VBA的计算机学科研究生学位论文模板的设计与实现》, 2015.12-2016.03, 0.4万, 结题, 负责人

主持横向科研项目:

1.绍兴精宸智能科技有限公司(KYY-HX-20200555)：《新型材料成型加工智能装备研发》，2020.08.01-2022.12.31，100万，在研

2.杭州游氧网络科技有限公司课题(KYY-HX-20190181)：《多媒体数据缺失信息补全与预测系统设计与开发》，2019.04.10-2020.12.31，50万，结题

3.杭州英联科技有限公司课题(KYY-HX-20170742)：《继电保护装置虚拟仿真教学软件的设计与开发》, 2017.09-2018.12, 100万, 结题

4.杭州宇维科技有限公司课题(KYY-HX-20170147)：《电网企业运营指标关联性算法与预测算法研究开发》, 2017.04-2017.08, 12万, 结题

杭州三阳投资管理有限公司课题(KYY-HX-20170842)：《军民融合咨询服务项目》, 2017.10.01-2017.12.31, 5万, 结题

本科生课程：Web应用开发、自动控制原理、J2ME手机程序开发

研究生课程：现代计算机控制原理、Machine Learning、Pattern Recognition

指导本科生以第一作者发表学术论文20余篇；指导硕博士获国家奖学金30余人次。

学生科技立项（第一指导教师）：

1.2025年国家级大学生创新训练项目：AI赋能的机翼气动优化设计——基于神经算子的高精度流场模拟与性能提升，学生负责人：陆文彬

2.2025年国家级大学生创新训练项目：分数演化引导的部分扩散轻量化视觉逆问题求解研究，学生负责人：汪宸聿

3.2025年国家级大学生创新训练项目：“澜能星驭”：基于视觉识别与自主导航的智能水面清洁机器人系统研究，学生负责人：施沁怡

4.2025年省级大学生创新训练项目：微癌智检：乳腺癌精准早筛与辅助分析创新平台，学生负责人：杨静怡

5.2024年校级大学生创新创业训练项目：针对半监督医学图像分割的解耦竞争框架，学生负责人：陈家和

6.2023浙江省新苗人才计划(省厅级项目)：基于多模态辅助先验约束的特征交互图像修复算法研究，学生：吴杰、全玥芊、许愿、李卫、徐妮

7.2021浙江省新苗人才计划(省厅级项目)：面向高阶视觉数据重构的混合先验约束建模与优化，学生：徐宏辉、蒋嘉伟、冯宇超、秦梦洁

8.2021年国家级创新创业训练计划：先验属性引导的张量型视觉数据重构算法研究，学生：叶飞、卫晨超、徐溶锴

9.2019浙江省大学生创新训练计划项目：基于低秩逼近和莫罗增强型香农全差分的图像去噪方法研究，学生：夏弘毅

2025--第五届高校教师教学创新大赛国家三等奖，特等奖

2025--浙江工业大学首届卓越示范研究生导学团队负责

2024--浙江工业大学健行荣誉导师

2023--浙江工业大学本科生优秀导师

2022--浙江工业大学校级优秀班主任、指导学生服务外包大赛获东部区域三等奖

2019--浙江工业大学 “我心目中的好导师”、指导学生服务外包大赛获浙江省三等奖

2018--浙江工业大学本科生优秀导师、指导学生服务外包大赛获国家二等奖

2017--浙江工业大学校级优秀班主任、指导学生电子商务大赛获浙江省二等奖

2016--浙江工业大学校级优秀教师、指导学生服务外包大赛获国家三等奖

2015--浙江工业大学 “我心目中的好导师”、

2014--指导学生服务外包大赛获浙江省一等奖

2013--浙江工业大学校级优秀指导教师

2012--浙江工业大学校级优秀班主任

担任浙江省计算机学会人工智能专委会委员、杭州市人工智能学会理事、国家自然科学基金委员会通讯评审专家、浙江广州等省基金委通讯评审专家。担任审稿人：《IEEE Transactions on Neural Networks and Learning Systems》、《IEEE Transactions on Industrial Informatics》、《IEEE Transactions on Cybernetics》、《IEEE Transactions on Emerging Topics in Computational Intelligence》、《Neurocomputing》、《IEEE Signal Processing Letters》、《IEEE Access》、《EURASIP Journal on Wireless Communications and Networking》、《PCM2018》、《计算机学报》、《电子学报》、《控制理论与应用》、《模式识别与人工智能》、《天津大学学报》等数十个。