任勇 - 清华大学 - 电子工程系

个人简介

任勇，男，1963年出生，博士，清华大学电子工程系教授、博士生导师，现任清华大学电子系复杂工程系统实验室主任，清华大学海洋工程研究院副院长，清华大学天津高端装备研究院海洋信息与智能装备研究所所长，中国人工智能学会智能产品与产业工作委员会主任，中国航天钱学森创新委员会副主任，主要从事新型海洋信息网络、智能海工装备、下一代智慧医疗系统、人工智能理论与方法及其在信息网络与电子系统中的应用等相关研究。任勇教授曾主持自然基金、863、973、军口、国际合作、企业合作等项目共计50余项；出版专著3部，发表学术论文350余篇，其中SCI检索150余篇，最高影响因子23.7，引用5000余次；授权发明专利50余项。曾获省部级科学技术奖5项、全国发明展览会发明创业奖金奖、清华大学优秀教学成果奖2项、清华大学科技成果转化效益显著奖2项，国际旗舰会议最佳论文奖3项。教育经历 1990.9-1994.6 哈尔滨工业大学无线电工程系博士学位 1984.9-1987.6 哈尔滨工业大学无线电工程系硕士学位 1980.9-1984.7 哈尔滨工业大学无线电工程系学士学位工作经历 2001.1至今清华大学电子工程系教授 1997.5-2001.1 清华大学电子工程系副教授 1995.1-1997.4 清华大学电机系博士后 1992.1-1995.1 哈尔滨工业大学电子工程技术研究所副教授 1887.7-1992.1 哈尔滨工业大学电子工程技术研究所讲师曾获荣誉第24届发明奖金奖-发明创业奖项目奖-金奖（排名第一）中国电子学会技术发明一等奖（排名第一）(2020-04-15) 中国人工智能学会吴文俊人工智能技术发明一等奖（排名第一）(2018-04-15) 中国人工智能学会吴文俊人工智能科技进步一等奖（排名第二）(2020-04-15) IEEE国际无线通信与移动计算大会（IWCMC）最佳论文奖(2020-04-15) IEEE国际通信大会（ICC）最佳论文奖(2019-04-15) IEEE国际无线通信与移动计算大会（IWCMC）最佳论文奖(2019-04-15) IEEE通信协会绿色通信与计算专委会最佳期刊论文奖(2018-04-15) 第二届“空间信息网络”学术论坛最佳论文奖(2017-04-15) IEEE全球信号与信息处理大会（GlobalSIP）最佳学生论文奖(2015-04-15) IEEE全球通信会议（GLOBECOM）最佳论文奖(2013-04-15)

研究领域

新型海洋信息网络、智能海工装备、下一代智慧医疗系统、人工智能理论与方法及其应用等

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

专著任勇，姜春晓，杜军，王景璟. 空间信息网络体系架构及其应用. 北京：人民邮电出版社，2019年1月1日，315千字，ISBN: 978-7-115-46586-3. 任勇，徐蕾，姜春晓，王景璟，杜军. 非对称信息共享网络理论与技术. 北京：高等教育出版社，2019年6月11日，380千字，ISBN: 978-7-04-051855-9. L. Xu, Chunxiao Jiang, Y. Qian, and Yong Ren, "Data Privacy Games", Springer. J. Du, Chunxiao Jiang, E. Gelenbe, H. Zhang and Yong Ren "Traffic Offloading in Software Defined Ultra-Dense Networks" in "Ultra-dense Networks Principles and Applications", Cambridge University Press. 代表性论文 J. Wang, C. Jiang, H. Zhang, Yong Ren, K.-C. Chen, and L. Hanzo, “Thirty years of machine learning: The road to pareto-optimal wireless networks,” IEEE Communications Surveys & Tutorials, vol. 22, no. 3, pp. 1472–1514, 2020. Z. Fang, J. Wang, C. Jiang, Q. Zhang and Yong Ren, “AoI Inspired Collaborative Information Collection for AUV Assisted Internet of Underwater Things”, to appear in IEEE Internet of Things Journal. S. Guan, J. Wang, Z. Fang and Yong Ren,“On Solving Link-a-Pix Picture Puzzle“, to appear in IEEE Transactions on Games. R. Duan, J. Du, C. Jiang, and Yong Ren, "Value-Based Hierarchical Information Collection for AUV-Enabled Internet of Underwater Things", IEEE Internet of Things Journal, vol. 7, no. 10, pp. 9870-9883, Oct. 2020. X. Hou, Z. Ren, J. Wang, W. Cheng, Yong Ren, C-K. Chen and H. Zhang, “Reliable Computation Offloading for Edge Computing-Enabled Software-Defined IoV”, IEEE Internet of Things Journal, vol. 7, no. 8, pp. 7097-7111, Aug. 2020. J. Wang, C. Jiang, K. Zhang, X. Hou, Yong Ren and Y. Qian, "Distributed Q-Learning Aided Heterogeneous Network Association for Energy-Efficient IIoT", IEEE Transactions on Industrial Informatics, vol. 16, no. 4, pp. 2756-2764, Apr. 2020. R. Duan, J. Wang, H. Zhang, Yong Ren and L. Hanzo, ''Joint Multicast Beamforming and Relay Design for Maritime Communication Systems'', IEEE Transactions on Green Communications and Networking, vol. 4, no. 1, pp. 139-151, Mar. 2020. H. Zhang, C. Jiang, J. Wang, L. Wang, Yong Ren and L. Hanzo, "Multicast Beamforming Optimization in Cloud-Based Heterogeneous Terrestrial and Satellite Networks", IEEE Transactions on Vehicular Technology, vol. 69, no. 2, pp. 1766-1776, Feb. 2020. J. Wang, S. Guan, C. Jiang, D. Alanis, Yong Ren and L. Hanzo, "Network Association in Machine-Learning Aided Cognitive Radar and Communication Co-Design", IEEE Journal on Selected Areas in Communications, vol. 37, no. 10, pp. 2322-2336, Oct. 2019. F. Luo, C. Jiang, S. Yu, Y. Li, Yong Ren and Z. Liu, "Stability of Cloud-based UAV System Supporting Big Data Acquisition and Processing", IEEE Transactions on Cloud Computing, vol. 7, no. 3, pp. 866-877, Sep. 2019. R. Duan, J. Wang, C. Jiang, H. Yao, Yong Ren and Y. Qian, ''Resource Allocation for Multi-UAV Aided IoT NOMA Uplink Transmission Systems'', IEEE Internet of Things Journal, vol. 6, no. 4, pp. 7025-7037, Aug. 2019. T. Bai, J. Wang, Yong Ren and L. Hanzo, ''Energy-Efficient Computation Offloading for Secure UAV-Edge-Computing Systems'', IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 6074-6087, Jun. 2019. J. Du, C. Jiang, Z. Han, H. Zhang, S. Mumtaz, and Yong Ren, "Contract Mechanism and Performance Analysis for Data Transaction in Mobile Social Networks", IEEE Transactions on Network Science and Engineering, vol. 6, no. 2, pp. 103-115, Jun. 2019. J. Du, E. Gelenbe, C. Jiang, H. Zhang, Yong Ren and V. Poor, "Peer Prediction-Based Trust Assessment and Trustworthy Service Rating in Social Networks", IEEE Transactions on Information Forensics & Security, vol. 14, no. 6, pp. 1582-1594, Jun. 2019. R. Duan, J. Wang, C. Jiang, Yong Ren and L. Hanzo, "The Transmit-Energy vs Computation-Delay Trade-off in Gateway-Selection for Heterogeneous Cloud Aided Multi-UAV Systems", IEEE Transactions on Communications, vol. 64, no. 4, pp. 3026-3039, Apr. 2019. L. Xu, C. Jiang, Y. Chen, Yong Ren and K. J. R. Liu, "User Participation in Collaborative Filtering Based Recommendation Systems: A Game Theoretic Approach", IEEE Transactions on Cybernetics, vol. 49, no. 4, pp. 1339-1352, Apr. 2019. J. Wang, C. Jiang, Z. Wei, C. Pan, H. Zhang and Yong Ren, "Joint UAV Hovering Altitude and Power Control for Space-Air-Ground IoT Networks", IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1741-1753, Apr. 2019. J. Du, E. Gelenbe, C. Jiang, H. Zhang, Yong Ren and T. Quek, "Double Auction Mechanism Design for Video Caching in Heterogeneous Ultra-Dense Networks", IEEE Transactions on Wireless Communications, vol. 18, no. 3, pp. 1669-1683, Mar. 2019. J. Du, C. Jiang, E. Gelenbe, L. Xu, J. Li and Yong Ren. "Distributed Data Privacy Preservation in IoT Applications", IEEE Wireless Communications, vol. 25, no. 6, pp. 68 - 76, Dec. 2018. J. Du, C. Jiang, H. Zhang, Yong Ren and M. Guizani. "Auction Design and Analysis for SDN-Based Traffic Offloading in Hybrid Satellite-Terrestrial Networks", IEEE Journal on Selected Areas in Communications, vol. 36, no. 10, pp. 2202-2217, Oct. 2018. L. Xu, C. Jiang, N. He, Y. Qian, Yong Ren and J. Li, "Check in or Not? A Stochastic Game for Privacy Preserving in Point-of-Interest Recommendation System", IEEE Internet of Things Journal, vol. 5, no. 5, pp. 4178-4190, Oct. 2018. Y. Meng, C. Jiang, T. Quek, Z. Han, and Yong Ren, "Social Learning Based Inference for Crowdsensing in Mobile Social Networks", IEEE Transactions on Mobile Computing, vol. 17, no. 8, pp. 1966-1979, Aug. 2018. J. Du, C. Jiang, H. Zhang, X. Wang, Yong Ren and M. Debbah. "Secure Satellite-Terrestrial Transmission Over Incumbent Terrestrial Networks via Cooperative Beamforming", IEEE Journal on Selected Areas in Communications, vol. 36, no. 7, pp. 1367-1382, Jul. 2018. J. Wang, C. Jiang, Z. Han, Yong Ren and L. Hanzo, "Internet of Vehicles: Sensing Aided Transportation Information Collection and Diffusion", IEEE Transactions on Vehicular Technology, vol. 67, no. 5, pp. 3813-3825, May 2018. Z. Zhang, C. Jiang, S. Guo, Y. Qian, and Yong Ren, "Temporal Centrality-Balanced Traffic Management for Space Satellite Networks", IEEE Transactions on Vehicular Technology, vol. 67, no. 5, pp. 4427-4439, Apr. 2018. J. Wang, C. Jiang, K. Zhang, T. Q. S. Quek, Yong Ren and L. Hanzo, "Vehicular Sensing Networks in a Smart City: Principles, Technologies and Applications", IEEE Wireless Communications, vol. 25, no. 1, pp. 122-132, Feb. 2018. J. Du, C. Jiang, C. Chen, Yong Ren, and V. Poor, "Community-Structured Evolutionary Game for Privacy Protection in Social Networks", IEEE Transactions on Information Forensics & Security, vol. 13, no. 3, pp. 574-589, Mar. 2018. X. Zhang, J. Wang, C. Jiang, H. Li, Q. Guo, X. Wang and Yong Ren, “Hardware-in-the-Loop Simulation System for Space Information Networks”, Journal of Communications and Information Networks, vol. 2, no. 4, pp. 131-141, Dec. 2017. J. Du, E. Gelenbe, C. Jiang, H. Zhang and Yong Ren. "Contract Design for Traffic Offoading and Resource Allocation in Heterogeneous Ultra-Dense Networks", IEEE Journal on Selected Areas in Communications, vol. 35, no. 11, pp. 2457-2467, Nov. 2017. J. Wang, C. Jiang, Z. Han, Yong Ren and L. Hanzo, "Taking Drones to the Next Level: Cooperative Distributed Unmanned-Aerial-Vehicular Networks for Small and Mini Drones", IEEE Vehicular Technology Magazine, vol. 12, no. 3, pp. 73-82, Sep. 2017. C. Jiang, N. Beaulieu, Y. Li, Y. Zou, and Yong Ren, "DYWAMIT: Asynchronous Wideband Dynamic Spectrum Sensing and Access System", IEEE Systems Journal, vol. 11, no. 3, pp. 1777-1788, Sep. 2017. Y. Meng, C. Jiang, H. Chen and Yong Ren, "Cooperative Device-to-Device Communications -Social Networking Perspectives", IEEE Network, vol. 31, no. 3, pp. 38-44, Jun. 2017. J. Du, C. Jiang, J. Wang, S. Yu, Z. Han, and Yong Ren, "Resource Allocation in Space Multi-Access Systems", IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 2, pp. 598-618, Apr. 2017. C. Jiang, H. Zhang, Yong Ren, Z. Han, K. Chen, and L. Hanzo, "Machine Learning Paradigms for Next-Generation Wireless Networks", IEEE Wireless Communications, vol. 24, no. 2, pp. 98-105, Apr. 2017. (ESI高被引论文) C. Jiang, L. Kuang, Z. Han, Yong Ren, and L. Hanzo, "Information Credibility Modeling in Cooperative Networks: Equilibrium and Mechanism Design", IEEE Journal on Selected Areas in Communications, vol. 35, no. 2, pp. 432-448, Feb. 2017. L. Xu, C. Jiang, Y. Qian, Yong Ren, Y. Zhao and J. Li, "Dynamic Privacy Pricing: a Multi-armed Bandit Approach with Time-variant Rewards", IEEE Transactions on Information Forensics & Security, vol. 12, no. 2, pp. 271-285, Jan. 2017. C. Jiang, H. Zhang, Z. Han, Yong Ren, V. Leung, and L. Hanzo, "Information-Sharing Outage-Probability Analysis of Vehicular Networks", IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9479-9492, Dec. 2016. J. Wang, C. Jiang, Z. Han, Yong Ren and L. Hanzo, "Network Association Strategies for an Energy Harvesting Aided Super-WiFi Network Relying on Measured Solar Activity", IEEE Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 3785-3797, Dec. 2016. L. Xu, C. Jiang, Y. Shen, T. Quek, Z. Han and Yong Ren, "Energy Efficient D2D Communications: a Perspective of Mechanism Design", IEEE Transactions on Wireless Communications, vol. 15, no. 11, pp. 7272-7285, Nov. 2016. Y. Gan, C. Jiang, N. Beaulieu, J. Wang, and Yong Ren, "Secure Collaborative Spectrum Sensing: a Peer-Prediction Method", IEEE Transactions on Communications, vol. 64, no. 10, pp. 4283-4294, Oct. 2016. J. Wang, C. Jiang, Z. Bie, T. Q. S. Quek and Yong Ren, "Mobile Data Transactions in Device-to-Device Communication Networks: Pricing and Auction", IEEE Wireless Communications Letters, vol. 5, no. 3, pp. 300-303, Jun. 2016. Y. Shen, C. Jiang, T. Quek and Yong Re, "Location-Aware Device Communication Design: Exploration and Exploitation on Energy", IEEE Wireless Communications, vol. 23, no. 2, pp. 46-52, May 2016. J. Du, C. Jiang, Q. Guo, M. Guizani and Yong Ren. "Cooperative Earth Observation through Complex Space Information Networks", IEEE Wireless Communications, vol. 23, no. 2, pp. 136-144, May 2016. J. Wang, C. Jiang, H. Zhang, Yong Ren and V. Leung, "Aggressive Congestion Control Mechanism for Space Systems", IEEE Aerospace and Electronic Systems Magazine, vol. 31, no. 3, pp. 28-33, Mar. 2016. J. Du, C. Jiang, Y. Qian, Z. Han, and Yong Ren, "Resource Allocation with Video Traffic Prediction in Cloud-based Space Systems", IEEE Transactions on Multimedia, vol. 18, no. 5, pp. 820-830, Mar. 2016. L. Xu, C. Jiang, Yong Ren, and H. Chen, "Microblog Dimensionality Reduction: A Deep Learning Approach", IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 7, pp. 1779-1789, Mar. 2016. Y. Meng, C. Jiang, L. Xu, Yong Ren, and Z. Han, "User Association in Heterogeneous Networks: A Social Interaction Approach", IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9982-9993, Feb. 2016. L. Xu, C. Jiang, Y. Chen, J. Wang and Yong Ren, "A Framework for Categorizing and Applying Privacy-Preservation Techniques in Big Data Mining", IEEE Computer, vol. 49, no. 2, pp. 54-62, Feb. 2016. Y. Shen, C. Jiang, T. Quek and Yong Ren, "Device-to-Device-Assisted Communications in Cellular Networks: An Energy Efficient Approach in Downlink Video Sharing Scenario", IEEE Transactions on Wireless Communications, vol. 15, no. 2, pp. 1575-1587, Feb. 2016. J. Guo, X. Liu, C. Jiang, J. Cao and Yong Ren, "Distributed Fault-Tolerant Topology Control in Cooperative Wireless Ad Hoc Networks", IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 10, pp. 2699-2710, Oct. 2015. C. Jiang, X. Wang, J. Wang, H. Chen and Yong Ren, "Security in Space Information Networks", IEEE Communications Magazine, vol. 53, no. 8, pp. 82-88, Aug. 2015. L. Xu, C. Jiang, Y. Chen, Yong Ren and K. J. R. Liu, "Privacy or Utility in Data Collection? A Contract Theoretic Approach", IEEE Journal of Selected Topics in Signal Processing, vol. 9, no. 7, pp. 1256-1269, Apr. 2015. C. Jiang, N. Beaulieu, L. Zhang, Yong Ren, M. Peng and H. Chen, "Cognitive Radio Networks with Asynchronous Spectrum Sensing and Access", IEEE Network, vol. 29, no. 3, pp. 88-95, Jun. 2015. C. Jiang, Y. Chen, K. J. R. Liu and Yong Ren, "Network Economics in Cognitive Networks", IEEE Communications Magazine, vol. 53, no. 5, pp. 75-81, May 2015. F. Luo, C. Jiang, J. Du, J. Yuan, Yong Ren, S. Yu and M. Guizani, "A Distributed Gateway Selection Algorithm for UAV Networks", IEEE Transactions on Emerging Topics in Computing, vol. 3, no. 1, pp. 22-33, Dec. 2014. C. Jiang, Y. Chen, Yong Ren and K. J. R. Liu, "Maximizing Network Capacity with Optimal Source Selection: A Network Science Perspective", IEEE Signal Processing Letters, vol. 22, no. 7, pp. 938-942, Dec. 2014. C. Jiang, Y. Chen, K. J. R. Liu and Yong Ren, "Optimal Pricing Strategy for Operators in Cognitive Femtocell Networks", IEEE Transactions on Wireless Communications, vol. 13, no. 9, pp. 5288-5301, Jun. 2014. C. Jiang, H. Zhang, Yong Ren and H. Chen, "Energy-Efficient Non-cooperative Cognitive Radio Networks: Micro, Meso and Macro Views", IEEE Communications Magazine, vol. 52, no. 7, pp. 14-20, Jul. 2014. C. Jiang, Y. Chen, K. J. R. Liu and Yong Ren, "Renewal-Theoretical Dynamic Spectrum Access in Cognitive Radio Network with Unknown Primary Behavior", IEEE Journal on Selected Areas in Communications, vol. 31, no. 3, pp. 406-416, Feb. 2013. C. Jiang, N. He, Yong Ren, C. Chen and J. Ma, "uSD: Universal Sensor Entry Data Card", IEEE Transactions on Consumer Electronics, vol.56, no.03, pp. 1450-1456, Aug. 2010.

学术兼职

Vice director, Committee of Intellegent Products and Industry, CAAI Member, IEEE Member, IEICE 2003.4-2010.4 Graduate:Frontiers of Electronics and Communication 2003.4-2010.4 Undergraduate: Synthetic Practice of Smart Electronic System Design 2006.4-2010.4 Undergraduate:Signals and Systems