徐勇军-中国科学院大学-UCAS

基本信息

徐勇军男博导中国科学院计算技术研究所
电子邮件： xyj@ict.ac.cn
通信地址：北京海淀区科学院南路6号中科院计算所
邮政编码： 100190

研究领域

人工智能系统、大数据处理技术、传感器网络

招生信息

欢迎有志于投身于国家重大任务、团队意识强、能独挡一面的同学报名。

招生专业

081201-计算机系统结构
081203-计算机应用技术

教育背景

2001-09--2006-07 中科院研究生院博士
1997-09--2001-07 西安邮电学院大学本科

学历

博士研究生

学位

博士

工作经历

2016.7～现在中国科学院计算技术研究所

工作简历

2016-10~现在, 中国科学院计算技术研究所, 正研究员级高工/主任
2006-07~2016-10,中国科学院计算技术研究所, 副研究员

专利与奖励

先后获得国家发明专利40余项。

奖励信息

（1）中国指挥与控制学会科学技术奖, 二等奖, 其他, 2020
（2）中科院关键技术人才, 部委级, 2017
（3） “卢嘉锡”青年人才奖, , 院级, 2013

专利成果

[1] 王琪, 何晨涛, 黄建辉, 徐勇军. 基于深度强化学习的实时集中式无线网络调度方法和设备. CN: CN114189937A, 2022-03-15.

[2] 王琪, 何晨涛, 黄建辉, 徐勇军. 基于深度强化学习的实时分布式无线网络调度方法和系统. CN: CN114173418A, 2022-03-11.

[3] 吴济文, 赵二虎, 徐勇军, 肖思莹, 安晓静. 一种规模易扩展的嵌入式智能计算系统. CN: CN113868177A, 2021-12-31.

[4] 赵二虎, 徐勇军, 吴济文, 李超, 安竹林. 面向物端数据处理的嵌入式智能计算机系统. CN: CN110727634B, 2021-10-29.

[5] 吴济文, 赵二虎, 徐勇军, 马鼎, 肖思莹, 安晓静. 一种通信与调试设备电路及应用其的嵌入式智能计算系统. CN: CN113326218A, 2021-08-31.

[6] 孙涛, 吴琳, 徐勇军, 王飞. 一种基于嵌入-混合的轨迹数据增强及轨迹识别方法. CN: CN112949628A, 2021-06-11.

[7] 徐勇军, 孙涛, 王飞, 吴琳. 一种轨迹识别模型训练方法及轨迹识别方法. CN: CN112766339A, 2021-05-07.

[8] 蔡林航, 安竹林, 徐勇军. 一种神经网络通道剪枝方法、存储介质及电子设备. CN: CN112734029A, 2021-04-30.

[9] 李超, 徐勇军. 一种用于深度神经网络交互信息量化的方法. CN: CN111737466A, 2020-10-02.

[10] 刁博宇, 王琪, 李超, 安竹林, 徐勇军. 基于最近邻居回归的时序水声信道质量预测方法和系统. CN: CN109831264B, 2020-07-24.

[11] 朱徽, 徐勇军, 安竹林, 杨传广, 赵二虎. 一种卷积神经网络拓扑方法. CN: CN111340179A, 2020-06-26.

[12] 宫禄齐, 徐勇军, 李超. 一种生成学生网络模型的方法. CN: CN111291836A, 2020-06-16.

[13] 钱塘文, 徐勇军, 王飞, 陈菲娅. 一种大规模移动对象的轨迹快速预测方法、介质和设备. CN: CN111291280A, 2020-06-16.

[14] 朱徽, 徐勇军, 安竹林, 许开强, 刁博宇. 一种搜索卷积神经网络的方法. CN: CN111242268A, 2020-06-05.

[15] 赵二虎, 徐勇军, 吴济文, 李超, 安竹林. 面向物端数据处理的嵌入式智能计算机架构. CN: CN110727634A, 2020-01-24.

[16] 王琪, 何晨涛, 刘建敏, 徐勇军, 徐亦达. 无人系统网络智能跨层数据传输方法及系统. CN: CN110519020A, 2019-11-29.

[17] 杜一凡, 王飞, 徐勇军. 车载自组织网络中车辆的使用者的注册、认证及更新方法. CN: CN110225481A, 2019-09-10.

[18] 王飞, 杜一凡, 徐勇军. 车载自组织网络中的消息广播、接收及追踪方法. CN: CN110087197A, 2019-08-02.

[19] 徐亦达, 王琪, 徐勇军, 刘建敏. 一种分布式工业无线网介质访问控制方法及系统. CN: CN110062476A, 2019-07-26.

[20] 刁博宇, 李超, 安竹林, 徐勇军. 水下传感网的水声信道质量动态评估和预测方法及系统. CN: CN109842888A, 2019-06-04.

[21] 刁博宇, 王琪, 李超, 安竹林, 徐勇军. 基于最近邻居回归的时序水声信道质量预测算法和系统. CN: CN109831264A, 2019-05-31.

[22] 赵二虎, 王守中, 徐勇军, 张统, 王鹏. 基于双目视觉的危化品事故处理剂投送靶向定位方法. CN: CN109636851A, 2019-04-16.

[23] 赵二虎, 王守中, 徐勇军, 张统, 王鹏. 基于双目视觉的危化品泄漏检测方法. CN: CN109598755A, 2019-04-09.

[24] 王琪, 刘建敏, 徐勇军, 徐亦达. 无人机自组网自适应路由方法和系统. CN: CN109587751A, 2019-04-05.

[25] 徐亦达, 李超, 刁博宇, 安竹林, 徐勇军. 一种基于深度学习模型的链路评估方法和系统. CN: CN109543818A, 2019-03-29.

[26] 徐亦达, 李超, 徐勇军, 刁博宇, 王琪, 安竹林. 一种适用于长延迟SIC网络的链路调度方法和系统. CN: CN107682924A, 2018-02-09.

[27] 王琪, 徐勇军, 徐亦达, 陈昭. 一种针对6TiSCH多跳无线网络的静态链路调度方法. CN: CN107277884A, 2017-10-20.

[28] 王琪, 徐勇军, 刁博宇, 安竹林. 一种针对6TiSCH多跳无线网络的动态链路调度方法. CN: CN107257261A, 2017-10-17.

[29] 陈昭, 王磊, 刁博宇, 徐勇军. 面向海量轨迹点数据的时空索引构建方法. CN: CN107220285A, 2017-09-29.

[30] 杜周全, 徐启建, 张杰, 徐勇军, 安竹林. 适用于轻量级加密算法的动态S盒构造方法及系统. CN: CN105681026A, 2016-06-15.

[31] 李超, 李晓维, 徐勇军, 安竹林. 一种水下无线传感器网络媒体介质访问控制方法. CN: CN104619005A, 2015-05-13.

[32] 李超, 徐勇军, 安竹林, 李晓维. 适用于水下无线传感器网络的媒体访问控制方法及系统. CN: CN104080122A, 2014-10-01.

[33] 李超, 徐勇军, 安竹林, 李晓维. 水下传感器网络的媒体介质访问控制协议方法及系统. CN: CN104066116A, 2014-09-24.

[34] 李超, 李晓维, 徐勇军, 安竹林. 一种基于水下无线传感器网络的自适应媒体访问控制方法及其系统. CN: CN103974343A, 2014-08-06.

[35] 李超, 王鹏, 安竹林, 徐勇军. 一种智能充电防丢包及其制造方法. CN: CN103944216A, 2014-07-23.

[36] 赵惟, 赵亮, 张文瀛, 徐勇军, 刁博宇, 李海英. 一种无线传感器网络的通信方法及传感器节点. CN: CN103648141A, 2014-03-19.

[37] 赵惟, 赵亮, 张文瀛, 徐勇军, 刁博宇, 左据陆, 陈迎新. 一种传感器的配置方法、服务器及系统. CN: CN103634148A, 2014-03-12.

[38] 李超, 徐勇军, 安竹林, 唐宏. 一种无人系统分布式一致性编队控制方法及其系统. CN: CN103412564A, 2013-11-27.

[39] 王海龙, 刁博宇, 张杰, 徐勇军, 唐宏. 一种适用于无线视频传感网的低复杂度视频压缩传输方法. CN: CN103369325A, 2013-10-23.

[40] 唐宏, 吴琳, 张杰, 徐勇军, 王海龙. 一种机器人与手机协作跟踪行人的方法. CN: CN103345752A, 2013-10-09.

[41] 张杰, 吴琳, 徐勇军, 唐宏, 王海龙. 一种基于惯性传感器短时频谱分析的计步方法. CN: CN103344249A, 2013-10-09.

[42] 吴琳, 徐勇军, 安竹林, 黄晁. 一种通过加速度传感器计算步行速度的移动终端及方法. CN: CN103323615A, 2013-09-25.

[43] 王飞, 徐勇军, 吴现斌, 刁博宇, 黄晁. 一种无线传感网双因子认证方法和装置及其网络. CN: CN103313246A, 2013-09-18.

[44] 王飞, 吴琳, 徐勇军, 安竹林, 黄晁. 一种基于加密模糊关键字的机会网络路由方法及系统. CN: CN103297962A, 2013-09-11.

[45] 赵登昌, 徐勇军, 安竹林, 黄晁. 一种无线传感器网络的时间同步方法及系统. CN: CN103281772A, 2013-09-04.

[46] 李培培, 徐勇军. 无线传感器网络的移动多播路由方法. CN: CN103260132A, 2013-08-21.

[47] 穆国强, 赵惟, 徐勇军, 安竹林, 李长力, 郭达, 沈渃. 一种物联网资源管理系统. CN: CN103117881A, 2013-05-22.

[48] 洪学海, 徐勇军, 安竹林, 林伟. 基于物理脉冲耦合的无线传感器网络时间同步方法. CN: CN102811480A, 2012-12-05.

[49] 李超, 赵登昌, 徐朝农, 徐勇军, 骆祖莹. 一种微型FAT文件系统及其数据快速访问方法. CN: CN102110145A, 2011-06-29.

[50] 周君, 徐勇军, 李晓维. 一种引入代理装置的RFID系统及其双向认证方法. CN: CN101950367A, 2011-01-19.

[51] 黄希, 崔莉, 徐勇军. 一种井下定位系统及方法. CN: CN101350132B, 2011-01-12.

[52] 赵磊, 朱红松, 徐勇军, 李晓维. 一种无线传感器网络数据转发方法及系统. CN: CN101645829A, 2010-02-10.

[53] 周全, 朱红松, 徐勇军, 李晓维. 一种在传感器网络中的定位方法及定位装置. CN: CN101634699A, 2010-01-27.

[54] 阚保强, 谢磊, 徐勇军, 李晓维. 面向无线传感器网络节点应用的射频前端装置. CN: CN100461677C, 2009-02-11.

[55] 朱红松, 赵磊, 杨宇, 徐勇军, 李晓维. 一种基于精细梯度策略的数据转发方法及系统. CN: CN101321129A, 2008-12-10.

[56] 赵磊, 阚保强, 夏鹏, 徐勇军, 李晓维. 一种无线传感器网络网关设备. CN: CN101009619A, 2007-08-01.

[57] 蒋文丰, 夏鹏, 孙路, 徐勇军, 李晓维. 一种基于路由邻居表建立无线传感器网络路由的方法. CN: CN101005422A, 2007-07-25.

[58] 夏鹏, 杨宇, 孔剑瑞, 徐勇军, 李晓维. 一种基于自组织网络的无线报警系统及方法. CN: CN101000708A, 2007-07-18.

[59] 谢磊, 朱红松, 徐勇军, 李晓维. 一种传感器网络中对密钥进行分配和管理的方法. CN: CN1996833A, 2007-07-11.

[60] 朱红松, 谢磊, 徐朝农, 赵磊, 杨宇, 徐勇军, 李晓维. 在传感器网络中形成精细汇聚梯度的方法. CN: CN1988509A, 2007-06-27.

[61] 徐朝农, 朱红松, 谢磊, 徐勇军, 李晓维. 一种提高无线传感器网络时间同步精度的方法. CN: CN1972182A, 2007-05-30.

[62] 高建良, 何子键, 徐勇军, 李晓维. 使用乘加加指令实现长数据乘法的装置及方法. CN: CN1963746A, 2007-05-16.

[63] 卢业伟, 杨宇, 夏鹏, 徐勇军, 李晓维. 一种实现无线传感器网络可视化的方法. CN: CN1964284A, 2007-05-16.

[64] 何子键, 徐勇军, 谢磊, 李晓维. 一种可编程安全处理器. CN: CN1959694A, 2007-05-09.

[65] 赵兵, 杨宇, 徐勇军, 李晓维. 一种LED灯光无线控制系统. CN: CN1949949A, 2007-04-18.

[66] 张广梅, 徐勇军, 李晓维. 一种面向动态资源管理的软件故障模型及检测方法. CN: CN1310151C, 2007-04-11.

[67] 刘领一, 沈培福, 吕涛, 徐勇军, 李晓维. 无线传感器网络处理器片内进程管理方法. CN: CN1794658A, 2006-06-28.

[68] 徐勇军, 李晓维. 一种具有并行结构的大规模数字电路最大功耗估计方法. CN: CN1209809C, 2005-07-06.

[69] 韩银和, 徐勇军, 李晓维. 超大规模集成电路测试通道压缩方法及电路. 中国: CN1548974, 2004-11-24.

出版信息

1. 李晓维、徐勇军、任丰原，《无线传感器网络技术》，ISBN：9787564012274，北京理工大学出版社，出版时间：2007.8。

2. 徐勇军、任勇、徐朝农、安竹林，《物联网实验教程》，ISBN：9787111341475，机械工业出版社，出版时间：2011.5。

3. 徐勇军、刘禹、王峰，《物联网关键技术》，ISBN：9787121175596，电子工业出版社，出版时间：2012.6

发表论文

[1] Yang, Chuanguang, An, Zhulin, Helong Zhou, Fuzhen Zhuang, Yongjun Xu, Qian Zhang. Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, https://ieeexplore.ieee.org/document/10073628.
[2] Zhang, Zhao, Zhuang, Fuzhen, Zhu, Hengshu, Li, Chao, Xiong, Hui, He, Qing, Xu, Yongjun. Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2023, 35(4): 4321-4334, http://dx.doi.org/10.1109/TKDE.2021.3127951.
[3] Yuanzhou Yao, Zhao Zhang, Kaijia Yang, Huasheng Liang, Qiang Yan, Fuzheng Zhuang, Boyu Diao, Yongjun Xu, Chao Li. A Knowl- edge Enhanced Hierarchical Fusion Network for CTR Prediction under Account Search Senario in WeChat. International World Wide Web Conference（WWW 2023）null. 2023, [4] Yang, Chuanguang, An, Zhulin, Xu, Yongjun. Localizing Semantic Patches for Accelerating Image Classification. IEEE International Conference on Multimedia and Expo (ICME)null. 2022, https://ieeexplore.ieee.org/document/9859979.
[5] Shao, Zezhi, Zhang, Zhao, Wang, Fei, Xu, Yongjun. Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting. SIGKDDnull. 2022, http://arxiv.org/abs/2206.09113.
[6] Yang, Chuanguang, An, Zhulin, Zhou, Helong, Cai, Linhang, Zhi, Xiang, Wu, Jiwen, Xu, Yongjun, Zhang, Qian. MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition. European Conference on Computer Vision (ECCV)null. 2022, https://dl.acm.org/doi/abs/10.1007/978-3-031-20053-3_31.
[7] 孙涛, 王飞, 张钊, 吴琳, 徐勇军. Human Mobility Identification by Deep Behavior Relevant Location Representation. DASFAA 2022null. 2022, https://link.springer.com/chapter/10.1007/978-3-031-00126-0_33.
[8] 钱塘文, 张钊, 徐勇军, 王飞. Trajectory Prediction from Hierarchical Perspective. Proceedings of the 30th ACM International Conference on Multimedianull. 2022, https://dl.acm.org/doi/pdf/10.1145/3503161.3548092.
[9] Linhang Cai, Zhulin An, Chuanguang Yang, Yangchun Yan, Yongjun Xu. Prior Gradient Mask Guided Pruning-aware Fine-tuning. 36th AAAI Conference on Artificial Intelligence (AAAI)null. 2022, https://ojs.aaai.org/index.php/AAAI/article/view/19888.
[10] Yang, Chuanguang, Helong Zhou, An, Zhulin, Xue Jiang, Yongjun Xu, Qian Zhang. Cross-Image Relational Knowledge Distillation for Semantic Segmentation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)null. 2022, https://openaccess.thecvf.com/content/CVPR2022/papers/Yang_Cross-Image_Relational_Knowledge_Distillation_for_Semantic_Segmentation_CVPR_2022_paper.pdf.
[11] Chao LI, Kelu YAO, Jin WANG, Boyu DIAO, Yongjun XU, Quanshi ZHANG. Interpretable Generative Adversarial Networks. The 36th AAAI Conference on Artificial Intelligence（AAAI 2022）null. 2022, [12] 王琪, Chentao He, Katia Jaffrès-Runser, Jianhui Huang, Yongjun XU. Timely-throughput optimal Scheduling for Deadline-constrained Wireless Flows with Deep Reinforcement Learning. IEEE/ACM International Symposium on Quality of Service (IWQoS 2022)null. 2022, [13] Liu, Jianmin, Wang, Qi, Xu, Yongjun. AR-GAIL: Adaptive routing protocol for FANETs using generative adversarial imitation learning. COMPUTER NETWORKS[J]. 2022, 218: http://dx.doi.org/10.1016/j.comnet.2022.109382.
[14] WANG QI, Jianmin LIU, Katia Jaffrès-Runser, Yongqing WANG, Chentao He, Cunzhuang Liu, Yongjun XU. INCdeep: Intelligent Network Coding with Deep Reinforcement Learning. Proc. IEEE Conf. Comput. Commun (INFOCOM)null. 2021, [15] Linhang Cai, Zhulin An, Yongjun Xu. Soft and Hard Filter Pruning via Dimension Reduction. International Joint Conference on Neural Networks (IJCNN)null. 2021, https://ieeexplore.ieee.org/document/9534116.
[16] Jianmin Liu, Qi WANG, Yongjun Xu, Cunzhuang Liu. A Novel Distributed Method for Time-Critical Task Allocation Problems in Multi-UAV System. IEEE Int. Conf. Commun. (ICC)null. 2021, [17] 赵二虎, 吴济文, 查晶晶, 郭振, 徐勇军. 基于ARM+DLP+SRIO的嵌入式智能计算系统研究. 电子学报[J]. 2021, 49(3): 443-453, http://lib.cqvip.com/Qikan/Article/Detail?id=7104267499.
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发表著作

（1）无线传感器网络技术, Key Technology of Wireless Sensor Networks, 北京理工大学出版社, 2005-07, 第 2 作者
（2）物联网实验教程, 机械工业出版社, 2011-05, 第 1 作者
（3）物联网关键技术, Key Technology of Internet of the Things, 电子工业出版社, 2012-05, 第 1 作者