陈旭

所属研究所、院系: 
先进网络与计算系统研究所
职称: 
教授
E-mail: 
chenxu35@mail.sysu.edu.cn
办公地点: 
广州大学城外环东路132号中山大学数据科学与计算机学院A312
教师简介: 

2012年于香港中文大学信息工程系获得博士学位,2012年到2014年在美国亚利桑那州立大学网络信息实验室从事博士后研究,2014年到2016年,获世界著名的洪堡基金会资助成为洪堡学者,在德国拥有47位诺贝尔奖得主的哥廷根大学从事科研工作。2016年加入中山大学数据科学与计算机学院,任教授、博导,并入选第13批国家中组部“千人计划”青年项目、担任广东省“珠江人才计划”创新团队带头人。目前担任数字家庭互动应用国家地方联合工程实验室、广东省数字家庭互动应用工程实验室副主任。迄今在IEEE Journal on Selected Areas in Communications、IEEE/ACM Transactions on Networking、IEEE Transactions on Mobile Computing、 IEEE INFOCOM、IEEE ICDCS、ACM MOBIHOC、 ACM MM、Ubicom等国际高水平会议与权威期刊发表论文70余篇,ESI高被引论文4篇、热点论文1篇,并由国际知名出版社Springer出版科研专著2部。 获得IEEE ComSoc协会亚太区杰出青年学者奖、IEEE ComSoc Young Professional最佳论文奖、CCF A类国际会议IEEE INFOCOM的最佳论文亚军奖、IEEE通信协会旗舰会议ICC最佳论文奖以及国际会议IEEE ISI的最佳论文荣誉提名奖。获邀担任国际SCI期刊IEEE JSAC Series on Network Softwarization and Enablers、 IEEE Internet of Things Journal、IEEE Access Journal、EURASIP Journal on Wireless Communications and Networking、中国工程院院刊Frontiers of Information Technology & Electronic Engineering副编辑,Springer Handbook of Cognitive Radio领域编辑, 以及国际期刊International Journal of Big Data Intelligence专刊编委。担任国家重点研发计划“现代服务业”专项会评专家,国家“千人计划”专家联谊会信息科学与技术专业委员会成员,江苏省计算机网络技术重点实验室学术委员会成员,2017年度IEEE通信协会旗舰会议IEEE WCNC分会主席,2015年度国际会议ISVC专区主席, 以及2014年度国际会议NetCoop大会宣传主席,并多次出任包括国际会议ACM MOBIHOC,IEEE旗舰会议INFOCOM、GLOBECOM、ICC、WCNC等大会技术程序委员会成员。

News: 长期招收博士、硕士研究生,以及特聘科研人员(副研究员、研究员)、博士后。欢迎优秀本科生加入实验室,表现优秀者可以推荐至香港、美国、欧洲各地继续深造。本团队与腾讯微信研究团队保持长期合作,表现优秀的研究生可优先推荐工作。

研究领域: 
  • 边缘计算、移动端深度学习、智能物联网、智能网络与计算
  • 深度强化学习、集群人工智能、博弈论
  • 数据分析与处理、移动大数据、社交大数据
教育背景: 
  • 2017/10-至今:数字家庭互动应用国家地方联合工程实验室、广东省数字家庭互动应用工程实验室,副主任。
  • 2016/09-至今:中山大学,教授、博士生导师。
  • 2014/04-2016/08:德国哥廷根大学,洪堡学者、研究员。
  • 2012/08-2014/02:美国亚利桑那州立大学,博士后研究员。
  • 2008/08-2012/07:香港中文大学,博士学位。
  • 2004/09-2008/07 :华南理工大学,学士学位。
获奖及荣誉: 
  • 广东省“珠江人才计划”创新团队带头人,2018
  • 国家“千人计划”专家联谊会信息科学与技术专业委员会成员,2018至今
  • 江苏省计算机网络技术重点实验室学术委员会成员,2018至今
  • IEEE ComSoc协会亚太区杰出青年学者奖,2017
  • IEEE ComSoc Young Professional最佳论文奖,2017
  • 国家中组部“千人计划”青年项目人才 (优先资助),2017
  • 国家重点研发计划“现代服务业”专项会评专家,2017
  • 中山大学“百人计划”青年杰出人才,2016
  • 德国洪堡学者,2014
  • 香港青年科学家奖亚军荣誉,2014
  • IEEE ICC最佳论文奖, 2017
  • IEEE INFOCOM最佳论文亚军奖, 2014
  • IEEE ISI最佳论文荣誉提名奖, 2010
  • 香港中文大学Madam Woo Li Shiu Charm 纪念奖学金,2012
  • 美国亚利桑那州立大学工程学院“Key Contributor”荣誉获得者,2013
  • 香港中文大学全额奖学金,2008-2012
  • 广东省三好学生,2008
  • 全国大学生电子设计大赛国家一等奖,2007

 

主要学术兼职: 
  • IEEE Journal on Selected Areas in Communications, Series on Network Softwarization and Enablers副编辑 (SCI一区、CCF A类) 
  • IEEE Internet of Things Journal副编辑 (SCI一区) 
  • IEEE Access Journal副编辑  (SCI二区) 
  • EURASIP Journal on Wireless Communications and Networking副编辑
  • Frontiers of Information Technology & Electronic Engineering副编辑
  • Springer Handbook of Cognitive Radio领域编辑
  • International Journal of Big Data Intelligence专刊编委
代表性论著: 
  • [SIGCOMM-MECOMM] En Li, Zhi Zhou, Xu Chen*,“Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy,” The SIGCOMM Workshop on Mobile Edge Communications, Budapest, Hungary, August 21-23, 2018.
  • [TON] X. Chen, L. Jiao, W. Li and X. Fu, “Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing,” IEEE/ACM Transactions on Networking, Vol. 24, No. 5, pp. 2795 - 2808, Oct. 2016. (ESI Highly Cited Paper, ESI Hot Paper)
  • [TON] X. Gong, X. Chen*, K. Xing, D. Shin, M. Zhang, and J. Zhang, “From Social Group Utility Maximization to Personalized Location Privacy in Mobile Networks,” accepted by IEEE/ACM Transactions on Networking, Dec. 2016.
  • [TON] X. Chen, X. Gong, L. Yang and J. Zhang, “Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework,” IEEE/ACM Transactions on Networking , Vol. 24, No. 6, Dec. 2016.
  • [TON] X. Chen, X. Gong, L. Yang and J. Zhang, “Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access,” accepted by IEEE/ACM Transactions on Networking , March 2016. 
  • [TON] X. Chen, B. Proulx, X. Gong and J. Zhang, “Exploiting Social Ties for Cooperative D2D Communications: A Mobile Social Networking Case,” IEEE/ACM Transactions on Networking, Vol. 23, No. 5, pp. 1471-1484, Oct. 2015.(ESI Highly Cited Paper)
  • [TON]  C. Wu, X. Chen,  W. Zhu, and Y. Zhang, “Socially-Driven Learning-Based Prefetching in Mobile Online Social Networks,”accepted by IEEE/ACM Transactions on Networking, March 2017.
  • [TPDS] X. Chen, "Decentralized Computation Offloading for Mobile Cloud Computing,” IEEE Transactions on Parallel and Distributed Systems, Vol. 26, No. 4, pp. 974–983, April 2015.(ESI Highly Cited Paper)
  • [JSAC] X. Chen and J. Huang, “Database-assisted Distributed Spectrum Sharing,” IEEE Journal on Selected Areas in Communications, Vol. 31, No. 11, pp. 2349–2361, Nov. 2013.
  • [JSAC] X. Chen and J. Huang, “Distributed Spectrum Access with Spatial Reuse,” IEEE Journal on Selected Areas in Communications , Vol. 31, No. 3, pp. 593–603, March 2013.
  • [JSAC] X. Chen and J. Huang, “Spatial Spectrum Access Game,” IEEE Transactions on Mobile Computing, Vol. 14, No. 3, pp. 646 – 659, March 2015.
  • [JSAC] R. Southwell, X. Chen* and J. Huang, “Quality of Service Games for Spectrum Sharing,” IEEE Journal on Selected Areas in Communications, Vol. 32, No. 3, pp. 589–600, March 2014.
  • [JSAC] L. Pu, X. Chen*, J. Xu, X. Fu, “Crowd Foraging: A QoS-oriented Self-organized Mobile Crowdsourcing Framework over Opportunistic Networks,” accepted by IEEE Journal on Selected Areas in Communications, Jan. 2017.
  • [JSAC] L. Pu, X. Chen*, J. Xu, X. Fu, “D2D Fogging: An Energy-efficient and Incentive-aware Task Offloading Framework via Network-assisted D2D Collaboration,” IEEE Journal on Selected Areas in Communications , Vol. 34, No. 12, pp. 3887 – 3901, Dec. 2016.
  • [JSAC] X. Gong, L. Duan, X. Chen*, J. Zhang, “When Social Network Effect Meets Congestion Effect in Wireless Networks: Data Usage Equilibrium and Optimal Pricing,” accepted by IEEE Journal on Selected Areas in Communications, Nov. 2016. 
  • [JSAC] Xinlei Chen, Yulei Zhao, Yong Li, X. Chen, Ning Ge, Sheng Chen,Social Trust Aided D2D Communications: Performance Bound and Implementation Mechanism,” accepted by IEEE Journal on Selected Areas in Communications, Jan. 2018. 
  • [JSAC] Lingjun Pu, Lei Jiao, X. Chen*, Lin Wang,  and Jingdong Xu,Online Resource Allocation, Content Placement and Request Routing for Cost-efficient Edge Caching in Cloud Radio Access Networks,” accepted by IEEE Journal on Selected Areas in Communications, May 2018. 
  • [JSAC] Tao Ouyang, Zhi Zhou, and X. Chen*,Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing,” accepted by IEEE Journal on Selected Areas in Communications, Aug. 2018. 
  • [IoTJ] Yang Yang, KunlunWang, Guowei Zhang, Xu Chen, Xiliang Luo, and Ming-Tuo Zhou, “MEETS: Maximal Energy Efficient Task Scheduling in Homogeneous Fog Networks,”accepted by IEEE Internet of Things Journal, June 2018.
  • [WCM] X. Chen, L. Pu, L. Gao, W. Wu, and D. Wu, "Exploiting Massive D2D Collaboration for Energy-Efficient Mobile Edge Computing," IEEE Wireless Communications, Vol. 24, No. 4, pp. 64 - 71, Aug. 2017.
  • [NET] X. Chen, Z. Zhou, W. Wu,  D. Wu and J. Zhang, “Socially-Motivated Cooperative Mobile Edge Computing,”accpetted by IEEE Networks, Jan. 2018.
  • [NET] X. Chen, Qian Shi, Lei Yang, and Jie Xu, “ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications,”IEEE Networks, Vol. 32, No. 1, pp. 61--65, Jan.-Feb. 2018.
  • [NET] Konglin Zhu,Wenting Zhi, X. Chen, Lin Zhang, “Socially Motivated Data Caching in Ultra Dense Small Cell Networks,” IEEE Networks, Vol. 31, No. 4, pp. 42–48, August 2017. 
  • [TMC] X. Chen and J. Huang, “Spatial Spectrum Access Game,” IEEE Transactions on Mobile Computing, Vol. 14, No. 3, pp. 646 – 659, March 2015.
  • [TMC] X. Chen and J. Huang, “Imitation-based Social Spectrum Sharing,” IEEE Transactions on Mobile Computing, Vol. 14, No. 6, pp. 1189 - 1202, June 2015.
  • [TMC] X. Chen and J. Huang, “Evolutionarily Stable Spectrum Access,” IEEE Transactions on Mobile Computing, Vol. 12, No. 7, pp. 1281–1293, July 2013.
  • [TMC] X. Chen, J. Huang, and H. Li, “Adaptive Channel Recommendation for Opportunistic Spectrum Access,” IEEE Transactions on Mobile Computing, Vol. 12, No. 9, pp.1788–1800, Sept. 2013.
  • [TMC] Y. Cao, T. Jiang, X. Chen, and J. Zhang, “Social-Aware Video Multicast Based on Device-to-Device Communications,” IEEE Transactions on Mobile Computing , Vol. 15, No. 6, pp.1528-1539, June 2016. (ESI Highly Cited Paper)
  • [TSMC] X. Chen, “Police Patrol Optimization with Security Level Functions,” IEEE Transactions on System Man and Cybernetics: Systems , Vol. 43, No. 5, pp. 1042–1051, September 2013.
  • [TSMC] X. Chen, “Fast Patrol Route Planning in Dynamic Environments,” IEEE Transactions on System Man and Cybernetics (SMC) –Part A: Human and Systems, Vol. 42, No. 4, pp. 894–904, July 2012.
  • [TSG] L. Yang, X. Chen, J. Zhang, and H.V. Poor, “Cost-Effective and Privacy-Preserving Energy Management for Smart Meters,” IEEE Transactions on Smart Grid, Vol. 6, No. 1, pp. 486–495, Jan. 2015.
  • [TVT]  Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, and Xiaoming Fu, “Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing,” accepted by IEEE Transactions on Vehicular Technology, June 2018.
  • [TSIPN] X. Gong, X. Chen*, J. Zhang, and H.V. Poor, “ Exploiting Social Trust Assisted Reciprocity (STAR) towards Utility-Optimal Socially-aware Crowdsensing,” IEEE Transactions on Signal and Information Processing over Networks, Vol 1. No. 3, pp. 195 - 208, Sept. 2015.
  • [TETC] L. Pu, X. Chen*, J. Xu*, X. Fu, “Content Retrieval At the Edge: A Social-aware and Named Data Cooperative Framework,” accepted by IEEE Transactions on Emerging Topics in Computing, May 2016.
  • [MOBIHOC] X. Chen and J. Huang, “Spatial Spectrum Access Game: Nash Equilibria and Distributed Learning,” ACM International Symposium on Mobile Ad Hoc Networking and Computing, Hilton Head Island, South Carolina, USA, June, 2012.
  • [MOBIHOC] X. Chen, B. Proulx, X. Gong and J. Zhang, “Social Trust and Social Reciprocity Based Cooperative D2D Communications,” ACM International Symposium on Mobile Ad Hoc Networking and Computing, Bangalore, India, 29 July – 01 August, 2013.
  • [MOBIHOC] X. Gong, L. Duan, and X. Chen*, “When network effect meets congestion effect: Leveraging social services for wireless service,” ACMInternational Symposium on Mobile Ad Hoc Networking and Computing, Hangzhou, China, June 22–25, 2015.
  • [MOBIHOC] Guocheng Liao, Xu Chen, and Jianwei Huang, Social-Aware Privacy-Preserving Correlated Data Collection,”ACMInternational Symposium on Mobile Ad Hoc Networking and Computing, Los Angeles, United States, June 26–29, 2018.
  • [INFOCOM] X. Chen, X. Gong, L. Yang and J. Zhang, “A Social Group Utility Maximization Framework with Applications in Database Assisted Spectrum Access,” IEEE International Conference on Computer Communications, Toronto, Canada, 27 April – 02 May 2014.
  • [INFOCOM] L. Pu, X. Chen, J. Xu, and X. Fu, “Crowdlet: Optimal Worker Recruitment for Self-Organized Mobile Crowdsourcing,” IEEE International Conference on Computer Communications, San Francisco, USA, 10-15 April 2016.
  • [INFOCOM] C. Wu, X. Chen, Y. Zhou, N. Li, X. Fu, and Y. Zhang, “Spice: Socially-Driven Learning-Based Mobile Media Prefetching,” IEEE International Conference on Computer Communications, San Francisco, USA, 10-15 April 2016.
  • [INFOCOM] X. Gong, X. Chen, K. Xing, D. Shin, M. Zhang, and J. Zhang, “Personalized Location Privacy in Mobile Networks: A Social Group Utility Approach”, IEEE International Conference on Computer Communications, Hong Kong, 26 April – 01 May 2015.
  • [INFOCOM] Y. Cao, X. Chen, J. Zhang, and T. Jiang, “SoCast: Social Ties Based Cooperative Video Multicast,” IEEE International Conference on Computer Communications, Toronto, Canada, 27 April – 02 May 2014.
  • [INFOCOM] L. Yang, X. Chen, J. Zhang, and H.V. Poor, “Optimal Privacy-Preserving Energy Management for Smart Meters,” IEEE International Conference on Computer Communications, Toronto, Canada, 27 April – 02 May 2014.
  • [INFOCOM] J. Sun, X. Chen, J. Zhang, Y. Zhang, and J. Zhang, “SYNERGY: A Game-Theoretical Approach for Cooperative Key Generation in Wireless Networks,” IEEE International Conference on Computer Communications, Toronto, Canada, 27 April – 02 May 2014.
  • [INFOCOM] R. Southwell, X. Chen and J. Huang, “QoS Satisfaction Games for Spectrum Sharing,” IEEE International Conference on Computer Communications, Turin, Italy, April, 2013.
  • [INFOCOM] C. Wu, Y. Zhang, L. Zhang, B. Yang, X. Chen, W. Zhu, and L. Qiu. “ButterFly: Mobile Collaborative Rendering over GPUWorkload Migration ,” IEEE International Conference on Computer Communications, Atlanta, GA, USA, 1-4 May 2017.
  • [ICDCS] X. Chen and J. Huang, “Game Theoretic Analysis of Distributed Spectrum Sharing with Database,” IEEE International Conference on Distributed Computing Systems , Macau, China, June, 2012.
  • [IWQoSTao Ouyang, Zhi Zhou, Xu Chen*. “Follow Me at the Edge: Mobility-aware Dynamic Service Placement for Mobile Edge Computing,” IEEE/ACMInternational Symposium on Quality of Service, Banff, Alberta, Canada, 4-6 June 2018.
  • [ACM MM] C. Wu, J. Jia, W. Zhu, X. Chen, B. Yang, and Y. Zhang. “Affective Contextual Mobile Recommender System,” ACM Multimedia Conference, Amsterdam, The Netherlands, October 15-19, 2016.
  • [UbicompXiao Zhang,Wenzhong Li, Xu Chen, and Sanglu Lu. “MoodExplorer: Towards Compound Emotion Detection via Smartphone Sensing,” ACM International Joint Conference on Pervasive and Ubiquitous computing (Ubicomp), Singapore, 9-11 Oct., 2018