个人简历

教育经历\r
2001.9 -- 2006.12 北京航空航天大学 信息与通信工程 博士研究生毕业 工学博士学位\r
1999.9 -- 2001.9 北京航空航天大学 信息与通信工程 硕士毕业 硕士学位\r
1990.9 -- 1994.6 北京航空航天大学 计算机科学与技术 大学本科毕业 学士\r
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工作经历\r
2016.5 -- 至今 北京航空航天大学 无人系统研究院 智能无人飞行系统工信部重点实验室副主任 研究员\r
2010.8 -- 2016.4 北京航空航天大学 无人驾驶飞行器设计研究所 国家重点型号副总设计师 研究员\r
1994.7 -- 2010.7 北京航空航天大学 无人驾驶飞行器设计研究所 高级工程师

研究领域

电磁感知，包括无线通信、认知无线电、抗干扰通信等\r
机器视觉，包括多源图像处理、视觉目标检测、场景解析应用等\r
先进无人系统，包括数据挖掘、边缘计算、决策规划等""

近期论文

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)\r
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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) \r
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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)\r
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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)\r
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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)\r
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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）\r
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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)\r
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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)\r
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Chunlei Liu, Peng Chen, Bohan Zhuang, Chunhua Shen, Baochang Zhang, and Wenrui Ding. SA-BNN: State-Aware Binary Neural Network[C]. the AAAI Conference on Artificial Intelligence (AAAI), 2021. (CCF A类，人工智能顶级会议)\r
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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)\r
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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, 2020, 33(10): 2716-2727. (SCI Q1)\r
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Chunlei Liu, Wenrui Ding, Yuan Hu, Xin Xia, Baochang Zhang, JianZhuang Liu, and David Doermann. Circulant Binary Convolutional Networks for Object Recognition[J]. IEEE Journal of Selected Topics in Signal Processing, 2020, 14(4): 884-893. (SCI Q1)\r
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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)
1）中国指挥与控制学会无人机系统专业委员会副主任；
2）中国高科技产业化研究会智能信息处理产业化分会理事