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概况
教育经历
1993年9月-1998年7月,清华大学计算机科学与技术专业,学士
1998年9月-2002年7月,清华大学计算机系统结构专业,工学博士
工作经历
2002年9月-2005年11月,清华大学深圳研究生院,讲师
2005年12月-2013年11月,清华大学深圳研究生院,副教授
2013年12月-2019年8月,清华大学深圳研究生院,教授
2019年8月至今,清华大学深圳国际研究生院,教授
学术兼职
ACM及中国计算机学会会员
深圳信息主管协会副会长
深圳信息行业专家委委员
深圳电脑学会理事
社会兼职
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教学课程
计算机网络体系结构,清华大学深圳国际研究生院
互联网思维与技术,清华大学深圳国际研究生院
下一代互联网,清华大学深圳国际研究生院
研究生指导
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研究领域
主要从事未来网络体系架构与传输协议、端到端智能传输控制、基于边缘计算的智能视频传输、基于深度学习的网络智能路由、基于深度学习的网络智能故障检测、网络智能流量识别与应用等领域的研究工作。主持完成10余项国家级科研项目,包括国家八六三项目、国家973课题、国家自然科学基金等。研究成果获得2012年中国电子学会科技进步一等奖,已经发表学术论文100余篇,主要的论文发表在NIPS、INFOCOM、ICDCS、IWQoS、ACM Multimedia等顶级会议及TON、TOIT、TNSM、COMNET、Information Science等权威期刊。学生多人次获得国家奖学金、清华大学优秀学位论文、清华大学优秀毕业生等,学生在2018全球智能网络竞赛中获得优秀团队奖。
主要项目
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代表性论文
[1] Jin-Yuan Chen, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia, and Cong-Zhi Zhao. A probabilistic model for se- mantic advertising. Knowledge and Information Systems, 59(2):387–412, 2019.
[2] Jia, Xuya, Dan Li, Jing Zhu, and Yong Jiang. “Metro: An Efficient Traffic Fast Rerouting Scheme With Low Overhead.” IEEE/ACM Transactions on Networking 27, no. 5 (October 2019): 2015–27.
[3] Jin-Yuan Chen, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia, and Cong-Zhi Zhao. A probabilistic model for se- mantic advertising. Knowledge and Information Systems, 59(2):387–412, 2019.
[4] Qing Li, Nanyang Huang, Dingmin Wang, Xiaowen Li, Yong Jiang, and Zhendong Song. “HQTimer: A Hybrid Q-Learning-Based Timeout Mechanism in Software-Defined Networks.” IEEE Transactions on Network and Service Management 16, no. 1 (March 2019): 153–66.
[5]. Qing Li*, Yang Liu, Zhijie Zhu, Hengtong Li, and Yong Jiang. “BOND: Flexible Failure Recovery in Software Defined Networks.” Computer Networks 149 (February 11, 2019): 1–12.
[6] Lei Wang, Qing Li*, Yong Jiang, Xuya Jia, and Jianping Wu, “Woodpecker: Detecting and Mitigating Link-Flooding Attacks via SDN.” Computer Networks 147 (December 24, 2018): 1–13.
[7] Jia, Xuya, Yong Jiang, Zehua Guo, Gengbiao Shen, and Lei Wang. “Intelligent Path Control for Energy-Saving in Hybrid SDN Networks.” Computer Networks 131 (February 11, 2018): 65–76.
[8] Lei Wang, Qing Li*, Richard Sinnott, Yong Jiang, and Jianping Wu, “An Intelligent Rule Management Scheme for Software Defined Networking.” Computer Networks 144 (October 24, 2018): 77–88.
[9] Qing Li, Xin He, Mingwei Xu, Yong Jiang and Lei Wang, “Unified Middlebox Model Design and Deployment with Dynamic Resources,” IEEE Transactions on Network and Service Management, 2018.
[10] Qing Li, Lei Wang, Yong Jiang, Mingwei Xu, and Jianping Wu. “A Fast and Incremental Update Scheme for SDN Based on a Relation Graph.” Computer Networks, Softwarization and Caching in NGN, 125 (October 9, 2017): 41–52.
[11] Qing Li, Mingwei Xu, Qi Li, Dan Wang, Yong Jiang, Shu-Tao Xia. “Scale the Internet Routing Table by Generalized next Hops of Strict Partial Order.” Information Sciences 412 (Oct. 1, 2017): 101–15.
[12] Xuya Jia, Qing Li*, Yong Jiang, Zehua Guo, and Jie Sun. “A Low Overhead Flow-Holding Algorithm in Software-Defined Networks.” Computer Networks 124 (September 4, 2017): 170–80.
[13] Qing Li, Yong Jiang, Yalei Tan, and Mingwei Xu. “Improving the Transmission Control Efficiency in Content Centric Networks.” Computer Communications 109 (September 1, 2017): 76–88.
[14] Qing Li, Zongyi Zhao, Mingwei Xu, Yong Jiang, and Yuan Yang. “A Smart Routing Scheme for Named Data Networks.” Computer Communications 103 (May 1, 2017): 83–93.
[15] Qing Li, Yong Jiang, Pengfei Duan, Mingwei Xu, and Xi Xiao. “Quokka: Latency-Aware Middlebox Scheduling with Dynamic Resource Allocation.” Journal of Network and Computer Applications 78 (January 15, 2017): 253–66.
[16] Qing Li, Mingwei Xu, Dan Wang, Jun Li, Yong Jiang, and Jiahai Yang. “Nexthop-Selectable FIB Aggregation: An Instant Approach for Internet Routing Scalability.” Elsevier Computer Communications 67 (August 1, 2015): 11–22.
[17] Qing Li, Kun Zhao, Yong Jiang, Mingwei Xu, and Shu-Tao Xia. “SARD: A Smart Approach of Rule Division for Fast Flow-Level Consistent Update in SDN.” Elsevier Computer Networks, Software Defined Networks and Virtualization, 92, Part 2 (December 9, 2015): 287–99.
[18] Shu-Tao Xia, Xin-Ji Liu, Yong Jiang, and Hai-Tao Zheng. Deterministic constructions of binary measurement matrices from finite geometry. IEEE Transactions on Signal Processing, 63(4):1017–1029, 2014.
会议论文
[1] Qing Li, Nanyang Huang, Yong Jiang, Richard Sinnott, Mingwei Xu, Scale the Data Plane of Software-Defined Networks: a Lazy Rule Placement Approach, accepted by ICDCS 2020.
[2] Xuesong Chen, Xiyu Yan, Feng Zheng, Yong Jiang, Shu-Tao Xia, Yong Zhao, Rongrong Ji. “One-shot Adversarial Attacks on Visual Tracking with Dual Attention”. Accepted by IEEE/CVF Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, 2020
[3] Haoxiang Zhong, Xiyu Yan, Yong Jiang, Shu-Tao Xia. “IMPROVED REAL-TIME VISUAL TRACKING VIA ADVERSARIAL LEARNING”. Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
[4] Xiyu Yan, Xuesong Chen, Yong Jiang, Shu-Tao Xia, Yong Zhao, Feng Zheng. “HIJACKING TRACKER: A POWERFUL ADVERSARIAL ATTACK ON VISUAL TRACKING”. Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
[5] Xinyi Liu, Yang Bai, Yong Jiang, Shu-Tao Xia. “SELF-ADAPTIVE FEATURE FOOL”. Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
[6] Gengbiao Shen, Qing Li*, Yong Jiang, Richard Sinnott, Dong Lin, Zehua Guo, and Yi Wang. Chunk-Level Request-Grant-Transfer Mode for QoE-Sensitive Video Delivery in CDN, in IEEE/ACM IWQoS, Phoenix, USA, 2019.
[7] Huang S, Wang Z, Cui L, Yong Jiang. Fine-grained Fitting Experience Prediction: A 3D-slicing Attention Approach[C]//Proceedings of the 27th ACM International Conference on Multimedia. ACM MM, 2019: 953-961.
[8] Wanxin Shi, Qing Li*, Chao Wang, Gengbiao Shen, Weichao Li, Yu Wu, and Yong Jiang. LEAP: Learning-Based Smart Edge with Caching and Prefetching for Adaptive Video Streaming, in IEEE/ACM IWQoS, Phoenix, USA, 2019.
[9] Xiaoteng Ma, Qing Li*, Jimeng Chai, Xi Xiao, Shu-tao Xia, and Yong Jiang. Steward: Smart Edge based Joint QoE Optimization for Adaptive Video Streaming in ACM NOSSDAV, Amherst, MA, USA, 2019.
[10] Gengbiao Shen, Qing Li*, Shuo Ai, Yong Jiang, Mingwei Xu, and Xuya Jia. How Powerful Switches Should be Deployed: A Precise Estimation Based on Queuing Theory. In IEEE INFOCOM, Paris, France, 2019.
[11] Nanyang Huang, Qing Li*, Dong Lin, Xiaowen Li, Gengbiao Shen, and Yong Jiang. “Software-Defined Label Switching: Scalable Per-flow Control in SDN,” in IEEE/ACM International Symposium on Quality and Service (IWQoS), Banff, Canada, 2018. (Best Paper Award)
[12] Lei Wang, Qing Li*, Yang Liu, Yong Jiang, Jianping Wu. “Simplifying Network Updates in SDN and NFV Networks Using GUM,” in IEEE ICCCN, Hangzhou, China, 2018.
[13] Guang Yang, Yong Jiang, Qing Li, Xuya Jia, and Mingwei Xu. “Cross-Layer Self-Similar Coflow Scheduling for Machine Learning Clusters.” in IEEE ICCCN, Hangzhou, China, 2018.
[14] Chaobing Song, Shaobo Cui, Yong Jiang, and Shu- Tao Xia. Accelerated stochastic greedy coordinate de- scent by soft thresholding projection onto simplex. In Advances in Neural Information Processing Systems(NIPS), pages 4838–4847, 2017.
[15] Qing Li, Bin Gan, Guangwu Hu, Yong Jiang, Qingmin Liao, and Mingwei Xu. “MSRT: Multi-Source Request and Transmission in Content-Centric Networks,” in IEEE/ACM International Symposium on Quality and Service (IWQoS), Beijing, China, 2016.
[16] Qing Li, Lei Wang, Yong Jiang, Guangwu Hu, Mingwei Xu, and Qingmin Liao. “FICUS: Fast Incremental Consistent Update in SDN Based on Relation Graph,” in IEEE/ACM International Symposium on Quality and Service (IWQoS), Beijing, China, 2016.
代表性著作
主要专利成果
[1] 一种解决SDN流级别配置一致性更新的方法和装置,发明专利[中国],201410416521.5,李清,江勇,赵坤,2014.8.21(授权日期:2017.8.25,公开号:104202183A)
[2] 移动云计算迁移方法及系统,发明专利[中国],201410416522.X,李清,江勇,贺菊华,谭亚垒,2014.8.21(授权日期:2017.12.12,公开号:104202373A)
[3] 一种基于增量部署SDN网络的链路洪泛攻击的防御方法,发明专利[中国],201511029017.0,李清,王磊,江勇,2015.12.31(授权日期:2018.7.27,公开号:105516184A)[清华大学深圳研究生院]
[4] 内容中心网络的内容请求及传输方法和系统,发明专利[中国], 201510131520.0,李清,江勇,夏树涛,甘斌,2015.3.14(授权日期:2018.3.2,公开号:104780205A)
[5] 一种分布式软件定义网络及在其中动态控制控制器的方法,发明专利[中国],201510152981.6,李清,夏树涛 江勇,陈艳毓,赵宗义,2015.4.1(授权日期:2017.12.19,公开号:104754053A)
[6] 软件定义网络中的中间盒调度方法及系统,发明专利[中国],201510133399.5,李清,江勇,夏树涛,段鹏飞,2015.3.25(授权日期:2017.11.7,公开号:104796285A)
[7] 一种基于选择性缓存的内容中心网络动态路由方法,发明专利[中国],201510167265.5,李清,徐明伟,江勇,赵宗义,2015.4.9(授权日期:2017.8.25,公开号:104753797A)
[8] 一种基于优先级的数据中心网络传输层数据流传输方法,发明专利[中国],201610369912.5,李清,赵宗义,徐明伟,江勇,2016.5.31(授权日期:2018.11.2,公开号:105827540A)
[9] 一种基于CDN的直播流自适应方法和系统,发明专利[中国],201610356339.4,李清,甘斌,江勇,2016.5.25(授权日期:2019.3.26,公开号:106060605A)
[10] 一种中间件部署方法、装置及系统,发明专利[中国],201611110572.0,江勇,刘睿彤,李清,2016.12.2(授权日期:2019.4.30,公开号:106550049A)
[11] 一种服务链动态调度方法与装置,发明专利[中国],201810765659.4,江勇,刘璐,李清,2018.7.12. (公开号:108881046A)
[12] 一种面向机器学习架构的流量调度方案,发明专利[中国],201810569876.6,江勇,杨光,李清,2018.6.5.(公开号:108768876A)
[13] 一种数据中心网中混合式负载均衡方法,发明专利[中国],201810369090.X,江勇,宋紫嫣,李清,2018.4.23(公开号:108289064A)
[14] 一种延迟保证的NFV云平台动态扩缩容方法及系统,发明专利[中国],201910199568.3,江勇,艾硕,李清,2019.3.15(公开号:109995583A)
[15] 视频传输方法、系统、计算机设备和存储介质, 发明专利[中国], 201910530061.1, 李清, 石婉欣, 王潮, 林栋, 邓轻松, 2019.6.19.(公开号:110430440A)
[16] 一种图像超分辨方法和系统,发明专利[中国],201910439532.8,夏树涛,戴涛,李清,林栋,汪漪,2019.5.24(公开号:110175953A)
[17] 数据传输方法及装置、存储介质及电子设备,发明专利[中国],201910456765.9,江勇,马晓腾,李清,汪漪,夏树涛(受理)
[18] 数据包传输方法及相关装置,发明专利[中国],201911107825.2,江勇,祝轲轲,李清,宛考,李伟超,吴宇(受理)
其他成果
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荣誉奖项
IEEE/ACM IWQoS 2018 Best Paper(唯一)
2012年,中国电子学会科技进步一等奖
2008年、2013年,深圳市优秀教师