一、教师简介（含主要经历）
马倩，中山大学“****”副教授，硕士生导师。
2019/10-至今，中山大学，智能工程学院，副教授。
2018/06-2019/10，美国东北大学，电子与计算机工程系，博士后。
2017/04-2018/05，香港中文大学，信息工程系，博士后。
2015/09-2016/02，美国伊利诺伊大学厄巴纳香槟分校，电子与计算机工程系，访问****。
2012/08-2017/03，香港中文大学，信息工程系，博士。
2008/09-2012/06，北京邮电大学，通信工程专业，学士。
二、学科方向
1.分布式机器学习：联邦学习、强化学习
2.智能网络：边缘计算、边缘智能、智能物联网
3.群体智能：多智能体协同、激励机制设计、区块链
二、科研项目
[1]国家自然科学基金，非完备信息下边缘缓存协同优化与激励机制研究，2021年-2023年，主持；
[2]国家自然科学基金，面向智能服务的移动边缘智能网络及高效感知-接入-处理机制研究，2021年-2024年，主研；
[3]中山大学“****”科研启动经费，2019年-2022年，主持。
四、论著专利
[TON] Qian Ma, Edmund Yeh, and Jianwei Huang, “Selfish Caching Games on Directed Graphs,” IEEE/ACM Transactions on Networking, accepted, 2021.DOI: 10.1109/TNET.2020.**
[IoTJ] Rui Li, Qian Ma, Jie Gong, Zhi Zhou, and Xu Chen, “Age of Processing: Age-driven Status Sampling and Processing Offloading for Edge Computing-enabled Real-time IoT Applications,” IEEE Internet of Things Journal, accepted, 2021.
[PEVA] Yuezhou Liu, Yuanyuan Li, Qian Ma*, Stratis Ioannidis, and Edmund Yeh, “Fair Caching Networks,” Elsevier Journal Performance Evaluation, vol. 143, 2020.
[TON] Qian Ma, Lin Gao, Ya-Feng Liu, and Jianwei Huang, “Incentiving Wi-Fi Network Crowdsourcing: A Contract Theoretic Approach,” IEEE/ACM Transactions on Networking, vol. 26, no. 3, pp. 1035-1048, 2018.
[TMC] Qian Ma, Lin Gao, Ya-Feng Liu, and Jianwei Huang, “Economic Analysis of Crowdsourced Wireless Community Networks,” IEEE Transactions on Mobile Computing, vol. 16, no. 7, pp. 1856-1869, 2017.
[TMC] Qian Ma, Ya-Feng Liu, and Jianwei Huang, “Time and Location Aware Mobile Data Pricing,” IEEE Transactions on Mobile Computing, vol. 15, no. 10, pp. 2599-2613, 2016.
[MobiHoc] Qian Ma, Edmund Yeh, and Jianwei Huang, “How Bad is Selfish Caching,” ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Catania, Italy, July 2019.
[MobiHoc] Khashayar Kamran, Edmund Yeh, and Qian Ma, “DECO: Joint Computation, Forwarding and Data Placement in Data-Driven Computing Networks,” ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Catania, Italy, July 2019.
[MobiHoc] Qian Ma, Biying Shou, Jianwei Huang, and Tamer Basar, “Dynamic Pricing in the Presence of Participation-Dependent Social Learning,” ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Los Angeles, USA, June 2018.
[NetEcon] Qian Ma, Jianwei Huang, Tamer Basar, Ji Liu, and Xudong Chen, “Pricing for Sharing Economy with Reputation,” ACM NetEcon, Juan-les-Pins, France, June 2016.
[WiOpt] Qian Ma, Lin Gao, Ya-Feng Liu, and Jianwei Huang, “A Contract-Based Incentive Mechanism for Crowdsourced Wireless Community Networks,” IEEE International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), Tempe, USA, May 2016.
[WiOpt] Qian Ma, Lin Gao, Ya-Feng Liu, and Jianwei Huang, “A Game-Theoretic Analysis of User Behaviors in Crowdsourced Wireless Community Networks,” IEEE International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), Mumbai, India, May 2015. (Best Student Paper Award)
[ICC] Qian Ma, Ya-Feng Liu, and Jianwei Huang, “Time and Location Aware Mobile Data Pricing,” IEEE International Conference on Communications (ICC), Sydney, Australia, June 2014.
五、荣誉获奖情况
中山大学“****”副教授，2019
IEEE WiOpt Best Student Paper Award 2015
Global Scholarship for Research Excellence at CUHK 2015
Outstanding Teaching Assistant Award at CUHK 2014
Postgraduate Scholarship at CUHK 2012-2016
National Scholarship 2010, 2011
六、主要兼职
Technical Program Committee Member:
(1) ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2021
(2) IEEE International Conference on Communications (ICC), 2020
(3) IEEE Wireless Communications and Networking Conference (WCNC), 2017-2019
(4) IEEE International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2017-2018
七、社会服务
Technical Reviewer:
(1) IEEE Journal on Selected Areas on Communications (JSAC)
(2) IEEE/ACM Transactions on Networking (TON)
(3) IEEE Transactions on Mobile Computing (TMC)
(4) IEEE Transactions on Wireless Communications (TWC)
(5) IEEE Transactions on Communications (TCOM)
(6) Computer Networks (COMNET)
(7) IEEE INFOCOM, ICC, GLOBECOM, WCNC, ACM MobiHoc
八、联系方式
电子邮箱： maqian25@mail.sysu.edu.cn