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博士,研究员,博士生导师,北航无人系统研究院智能信息技术首席,“智能无人飞行系统先进技术”工信部重点实验室副主任。2008年获北京市优秀青年工程师称号,2010年入选教育部新世纪优秀人才计划,获2016年度国防科技进步特等奖(排名4/15)、2017年度国家科技进步一等奖(排名4/30),教育部地球空间对地观测技术协同创新中心骨干成员,北航第九届学术委员会委员、无人系统研究院学术委员会副主任。


多年来一直从事无人机系统技术研究和型号研制工作,作为国家重点型号副总设计师负责无人机通信组网、情报信息处理、指挥控制、任务载荷、系统总体接口与技术状态管理工作,牵头研制的无人机地面指挥控制系统、多路数据融合系统已列装部队。在此基础上,围绕无人机多源载荷信息获取、信息传输与处理、以及指挥控制等方面的重大应用需求,进行预先技术攻关,主持了国家自然科学基金重点基金、国家重点研发计划课题、科技部新一代人工智能(2030)重大项目课题、装备预研基金、国防基础科研等重点科研项目。


近些年面向国家战略需求、立足国际学术前沿,研究方向包括电磁感知、机器视觉、决策规划与人工智能系统等,在国内外高水平学术期刊与会议(包括IEEE Trans. 、IJCV、PR等顶级期刊和CVPRECCVAAAI等顶级会议)上发表SCI/EI论文110余篇,获得授权国家发明专利50余项/成果转化21项,以第一主编完成国家军用标准《无人机遥测遥控系统通用规范》,以第一主译完成译著《战争中的无人机》,以副主译完成译著《无人机手册》第 1 卷和第 3 卷。依托学校研究生教育发展基金,探索依托重大项目进行研究生培养新模式和前沿教学实践,共累计培养硕士研究生40余名、博士研究生14名(已毕业6名),其中多数毕业生投身航空航天、高等院校、通信互联网等重要领域科研院所,多名学生具有公派联合培养和出国交流访问经历。


每年招收多名博士研究生硕士研究生、本科实习生,能够提供充足的科研指导、经费支持和国内外交流机会,欢迎对相关方向感兴趣的优秀同学联系申报。

招生院系为电子信息工程学院信息与通信工程(学术)、电子信息(专业),有意向的同学请提前联系王玉峰老师:wyfeng@buaa.edu.cn,并抄送:ding@buaa.edu.cn



近五年代表性成果:

[16] Yufeng Wang, Shuangkang Fang, Huangyu Zhang, Hongguang Li, Zehao Zhang, Xianlin Zeng, and Wenrui Ding. UAV-ENeRF: Text-driven UAV Scene Editing with Neural Radiance Fields[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024.(SCI Q1遥感领域顶级期刊)

[15] Yalong Jiang, Wenrui Ding, Hongguang Li, and Zheru Chi. Multi-person Pose Tracking with Sparse Key-point Flow Estimation and Hierarchical Graph Distance Minimization[J]. IEEE Transactions on Image Processing (TIP), 2024. SCI Q1图像处理顶级期刊)

[14] Yizhe Luo, Yufeng Wang, Yaolin Lei, Chenchen Wang, Dduona Zhang and Wenrui Ding. Decentralized User Allocation and Dynamic Service for Multi-UAV-Enabled MEC System[J]. IEEE Transactions on Vehicular Technology (TVT), 2023. (SCI Q1,交通领域顶级期刊)

[13] Duona Zhang, Yuanyao Lu, Yundong Li, Wenrui Ding, and Baochang Zhang. Frequency Learning Attention Networks based on Deep Learning for Automatic Modulation Classification in Wireless Communication[J]. Pattern Recognition, 2023: 109345. (SCI Q1,模式识别顶级期刊)

[12] Xingrun Xing, Yangguang Li, Wei Li, Wenrui Ding, Yalong Jiang, Yufeng Wang, Jing Shao, Chunlei Liu, and Xianglong Liu. Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies[C]. European Conference on Computer Vision (ECCV), 2022. (计算机视觉顶级会议) 

[11] Duona Zhang, Yuanyao Lu, Yundong Li, Wenrui Ding, and Baochang Zhang. High-Order Convolutional Attention Networks for Automatic Modulation Classification in Communication[J]. IEEE Transactions on Wireless Communications (TWC), 2022. (SCI Q1,通信领域顶级期刊)

[10] Chunlei Liu, Wenrui Ding, Peng Chen, Bohan Zhuang, Yufeng Wang, Yang Zhao, Baochang Zhang, and Yuqi Han. RB-Net: Training Highly Accurate and Efficient Binary Neural Networks with Reshaped Point-wise Convolution and Balanced Activation[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. (SCI Q1,视频处理顶级期刊)

[9] Xianlin Zeng, Yalong Jiang, Wenrui Ding, Hongguang Li, Yafeng Hao, and Zifeng Qiu. A Hierarchical Spatio-Temporal Graph Convolutional Neural Network for Anomaly Detection in Videos[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021. (SCI Q1,视频处理顶级期刊)

[8] Yizhe Luo, Wenrui Ding, and Baochang Zhang. Optimization of Task Scheduling and Dynamic Service Strategy for Multi-UAV-Enabled Mobile-Edge Computing System[J]. IEEE Transactions on Cognitive Communications and Networking (TCCN), 2021, 7(3): 970-984. (SCI Q1,通信领域顶级期刊)

[7] Duona Zhang, Wenrui Ding, Baochang Zhang, Chunhui Liu, Jungong Han, and David Doermann. Learning Modulation Filter Networks for Weak Signal Detection in Noise[J]. Pattern Recognition, 2021, 109: 107590. (SCI Q1,模式识别顶级期刊)

[6] Yue Li, Wenrui Ding, Chunlei Liu, Baochang Zhang, and Guodong Guo. TRQ: Ternary Neural Networks With Residual Quantization[C]. the AAAI Conference on Artificial Intelligence (AAAI), 2021. (CCF A类,人工智能顶级会议)

[5] Chunlei Liu, Wenrui Ding, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Guodong Guo, and David Doermann. Rectified Binary Convolutional Networks with Generative Adversarial Learning[J]. International Journal of Computer Vision (IJCV), 2021, 129(4): 998-1012. (SCI Q1,计算机视觉顶级期刊)

[4] Yizhe Luo, Wenrui Ding, Baochang Zhang, Wenqian Huang, and Chunhui Liu. Optimization of Bits Allocation and Path Planning with Trajectory Constraint in UAV-enabled Mobile Edge Computing System[J]. Chinese Journal of Aeronautics (CJA), 2020, 33(10): 2716-2727. (SCI Q1,航空领域顶级期刊)

[3] Xiyang Liu, Jie Yang, Wenrui Ding, Tieqiang Wang, Zhijin Wang, and Junjun Xiong. Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting[C]. European Conference on Computer Vision (ECCV), 2020. (计算机视觉顶级会议)

[2] Chunlei Liu, Wenrui Ding, Xin Xia, Baochang Zhang, et al. Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation[C]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (CCF A类,计算机视觉顶级会议)

[1] Yufeng Wang, Wenrui Ding, Baochang Zhang, Hongguang Li, and Shuo Liu. Superpixel Labeling Priors and MRF for Aerial Video Segmentation[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019, 30(8):2590-2603. (SCI Q1,视频处理顶级期刊)