Chen ying

陈莹

博士，教授

性别：女

出生年月：1990年9月

民族：汉

工作单位：北京信息科技大学计算机学院

专业：计算机科学与技术

邮箱：hialary2017@126.com

通讯地址：北京市朝阳区北四环中路35号北京信息科技大学

工作经历

2022/12-至今

北京信息科技大学

教授

2017/12-2022/12

北京信息科技大学

副教授

2017/09-2017/12

北京信息科技大学

讲师

教育背景

2012/09-2017/06

清华大学计算机科学与技术系

工学博士

导师：林闯

2015/08-2016/08

滑铁卢大学电子与计算机工程系

联合培养博士

导师: Xuemin (Sherman) Shen院士

2008/09-2012/06

北京邮电大学计算机科学与技术系

学士

一年海外经历

2015/08-2016/08

滑铁卢大学

联合培养博士

导师:Xuemin (Sherman) Shen院士

英语水平

通过大学英语四级、六级考试

海外一年科研生活经历

研究方向

深度强化学习

机器学习

移动计算

物联网

资源管理与任务调度

最优化理论

研究生培养

课题组研究生就业
1. 国企：中国移动研究院、中国电信、中国信科集团、中国核工业、中国银行、中信银行
2. IT公司：字节跳动、百度、美团、爱立信、完美世界
3. 深造：英国埃克塞特大学(University of Exeter，世界排名前200)、北京航空航天大学、北京科技大学、东南大学、合肥工业大学
代表性研究生第一作者论文
1. Xu J, Li D, Gu W, Chen Y*. UAV-assisted task offloading for IoT in smart buildings and environment via deep reinforcement learning[J]. Building and Environment,2022,222:109218（中科院一区，JCR一区）
2. Li K, Zhao J, Hu J, Chen Y*. Dynamic energy efficient task offloading and resource allocation for NOMA-enabled IoT in smart buildings and environment[J]. Building and Environment, 2022, 226: 109513（中科院一区，JCR一区）
3. F. Zhao, Y. Chen*, Y. Zhang, Z. Liu, and X. Chen, “Dynamic offloading and resource scheduling for mobile-edge computing with energy harvesting devices,” IEEE Trans. Netw. Service Manage., vol. 18, no. 2, pp. 2154-2165, jun. 2021. (中科院二区)
4. Lu Y, Chen X, Zhang Y, Chen Y*. Cost-Efficient Resources Scheduling for Mobile Edge Computing in Ultra-Dense Networks[J]. IEEE Transactions on Network and Service Management, 2022, 19(3): 3163-3173（中科院二区）
优秀硕士论文
1. 面向混合能源供应的移动边缘计算任务调度策略
  
  2022年
2. 面向多接入边缘计算的资源分配策略研究
  
  2022年
3. 移动边缘计算下的任务卸载方法研究
  
  2021年
4. 移动边缘计算中任务调度策略研究
  
  2020年
研究生奖学金
- 3名获得研究生国家奖学金第1名
- 1名获得研究生科技成果专项奖学金
- 5名获得学业一等奖学金

科研项目

横向科研项目2项
1. 自组织网络路由协议开发和测试项目，2022年，参与
2. 深圳宝安智慧公交建设项目，2023年，参与
纵向科研项目（其中人才类项目3项）
1. 国家重点研发计划课题，端边云协同智能计算关键技术及标准研究，2023年-2025年，参与
2. 北京市属高校优秀青年项目，面向物联网的移动边缘协同计算优化理论与关键技术研究，2023年-2025年，主持
3. 北京市科协青年托举人才项目，面向边缘计算的服务质量优化方法，2023年-2025年，主持
4. 国家自然科学基金青年项目，面向移动服务计算的服务质量随机优化方法研究，2020年-2022年，主持
5. 北京市优秀人才培养资助项目，基于边缘计算的大规模物联网服务调度方法研究，2020年-2021年，主持
6. 北京市教委科研项目，面向移动边缘计算的任务调度方法研究，2020年-2022年，主持
7. 北京信息科技大学重点研究培育项目，面向边缘计算的动态任务调度方法研究，2018年-2019年，主持

授权国家发明专利

车联网场景下请求内容放置的方法、装置及电子设备

2023年

第一发明人
多边缘服务器场景下计算卸载的决策方法及装置

2022年

第一发明人
一种基于移动边缘计算的物联网任务调度方法及系统

2022年

第一发明人
一种 5G 超密集组网资源分配方法及配置

2021年

第一发明人
一种多边缘云下服务请求动态调度方法及装置

2021年

第一发明人
云数据中心的请求调度方法和装置

2019年

第二发明人
一种基于相关性感知的多目标服务组合方法

2018年

第二发明人
在线分布式请求调度和服务管理方法及代理系统

2018年

第二发明人
一种基于随机博弈获取群智感知激励策略的方法及装置

2022年

第三发明人
一种基于窄带物联网的终端接入调度方法及装置

2022年

第三发明人
D2D无线缓存网络中的文件内容分配方法及装置

2021年

第三发明人
一种边缘计算中低开销的任务调度方法及装置

2020年

第三发明人
一种 D2D 路由选择方法

2021年

第四发明人

获奖情况

2023年

北京市科协青年托举人才

北京市科协
2023年

北京市属高校优秀青年

北京市教委
2018年

北京市优秀人才（青年骨干个人）

北京市委组织
2022年

Outstanding Contribution Award

EAI CollaborateCom (CCF 推荐国际会议)
2019年

Best Paper Award

IEEE SmartIoT 国际学术会议
2022年

优秀本科毕设指导老师

北京信息科技大学
2022年

优秀硕士毕设指导老师

北京信息科技大学
2020年

教育教学成果一等奖

北京信息科技大学
2017年

北京市优秀毕业生

北京
2017年

清华大学优秀博士学位论文

清华大学
2016年

Google PhD Fellowship

Google
2016年

Google女性工程师奖学金

Google
2015-2016年

国家留学基金委员会研究生奖学金

国家留学基金委员会

发表论文

期刊论文

Ying Chen, J. Zhao, J. Hu, et al. Distributed Task Offloading and Resource Purchasing in NOMA-enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches, ACM Transactions on Embedded Computing Systems, 2023, to be published.
Ying Chen, Jie Zhao, Yuan Wu, Jiwei Huang, and Xuemin (Sherman) Shen, Qoe-aware decentralized task offloading and resource allocation for end-edge-cloud systems: A game-theoretical approach, IEEE Transactions on Mobile Computing, 2022, to be published.
Ying Chen, Fengjun Zhao, Xin Chen, and Yuan Wu, Efficient multi-vehicle task offloading for mobile edge computing in 6g networks, IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 4584-4595, 2021.
Jiwei Huang, Bofeng Lv, Yuan Wu, Ying Chen*, and Xuemin (Sherman) Shen, Dynamic admission control and resource allocation for mobile edge computing enabled small cell network, IEEE Transactions on Vehicular Technology, vol. 71, no. 2, pp. 1964-1973, 2021.
Yangguang Lu, Xin Chen, Yongchao Zhang, and Ying Chen*, Cost-efficient resources scheduling for mobile edge computing in ultra-dense networks, IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 3163-3173, 2022.
Jiwei Huang, Han Gao, Shaohua Wan, and Ying Chen*, AoI-aware energy control and computation offloading for industrial IoT, Future Generation Computer Systems, vol. 139, pp. 29-37, 2023
Jiwei Huang, Ming Wang, Yuan Wu, Ying Chen*, and Xuemin (Sherman) Shen, Distributed Offloading in Overlapping Areas of Mobile-Edge Computing for Internet of Things, IEEE Internet of Things Journal, vol. 9, no. 15, pp. 13837-13847, 2022.
Ying Chen, Zhiyong Liu, Yongchao Zhang, Yuan Wu, Xin Chen, and Lian Zhao, Deep reinforcement learning-based dynamic resource management for mobile edge computing in industrial internet of things, IEEE Transactions on Industrial Informatics, vol. 17, no. 7, pp. 4925-4934, 2020.
Ying Chen, Ning Zhang, Yongchao Zhang, Xin Chen, Wen Wu, and Xuemin (Sherman) Shen, Energy efficient dynamic offloading in mobile edge computing for internet of things, IEEE Transactions on Cloud Computing, vol. 9, no. 3, pp. 1050-1060, 2019.
Ying Chen, Ning Zhang, Yongchao Zhang, Xin Chen, Wen Wu, and Xuemin (Sherman) Shen, TOFFEE: Task offloading and frequency scaling for energy efficiency of mobile devices in mobile edge computing, IEEE Transactions on Cloud Computing, vol. 9, no. 4, pp. 1634-1644, 2019.
Fengjun Zhao, Ying Chen*, Yongchao Zhang, Zhiyong Liu, and Xin Chen, Dynamic offloading and resource scheduling for mobile-edge computing with energy harvesting devices, IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 2154-2165, 2021.
Ying Chen, Yongchao Zhang, Yuan Wu, Lianyong Qi, Xin Chen, and Xuemin (Sherman) Shen, Joint task scheduling and energy management for heterogeneous mobile edge computing with hybrid energy supply, IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8419-8429, 2020.
Ying Chen, Ning Zhang, Yongchao Zhang, and Xin Chen, Dynamic computation offloading in edge computing for internet of things, IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4242-4251, 2018.
Ying Chen, Jiwei Huang, Chuang Lin, and Xuemin (Sherman) Shen, Multi-objective service composition with QoS dependencies, IEEE Transactions on Cloud Computing, vol. 7, no. 2, pp. 537-552, 2016.
Ying Chen, Chuang Lin, Jiwei Huang, Xudong Xiang, and Xuemin (Sherman) Shen, Energy efficient scheduling and management for large-scale services computing systems, IEEE Transactions on Services Computing, vol. 10, no. 2, pp. 217-230, 2015.
Ying Chen, Jiwei Huang, Chuang Lin, and Jie Hu, A partial selection methodology for efficient QoS-aware service composition, IEEE Transactions on Services Computing, vol. 8, no. 3, pp. 384-397, 2014.
Ying Chen, J. Hu, J. Zhao, and G. Min, QoS-aware computation offloading in LEO satellite edge computing for IoT: A game-theoretical approach, Chinese Journal of Electronics, 2023, to be published.
Ying Chen, Wei Gu, Jiajie Xu, Yongchao Zhang, and Geyong Min, Dynamic task offloading for digital twin-empowered mobile edge computing via deep reinforcement learning, China Communications, 2023, to be published.
Ying Chen, Hua Xing, Zhuo Ma, Xin Chen, and Jiwei Huang, Cost-efficient edge caching for NOMA-enabled IoT services, China Commun, 2022, to be published.
Ying Chen, Fengjun Zhao, Yangguang Lu, and Xin Chen, Dynamic task offloading for mobile edge computing with hybrid energy supply, Tsinghua Science and Technology, vol. 28, no. 3, pp. 421-432, 2022.

会议

Ying Chen, Chuang Lin, Jiwei Huang, and Xuemin (Sherman) Shen, Cost-effective request scheduling for greening cloud data centers, in 2016 IEEE International Conference on Services Computing (SCC), pp. 50-57, 2016.
Ying Chen, Jiwei Huang, and Chuang Lin, Partial selection: an efficient approach for QoS-aware web service composition, in 2014 IEEE International Conference on Web Services, pp. 1-8, 2014.
Ying Chen, Jiwei Huang, Xudong Xiang, and Chuang Lin, Energy efficient dynamic service selection for large-scale web service systems, in 2014 IEEE International Conference on Web Services, pp. 558-565, 2014.
Yongchao Zhang, Xin Chen, Ning Zhang, Ying Chen*, and Zhuo Li, Dynamic Radio Resource and Task Allocation for Wireless Powered Mobile Edge Computing System, in IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 1-6, 2019.
Yongchao Zhang, Xin Chen, Ying Chen*, Zhuo Li, and Jiwei Huang, Cost efficient scheduling for delay-sensitive tasks in edge computing system, in 2018 IEEE International Conference on Services Computing (SCC), pp. 73-80, 2018.
Shuang Chen, Xin Chen, Ying Chen, and Zhuo Li, Distributed computation offloading based on stochastic game in multi-server mobile edge computing networks, in 2019 IEEE International Conference on Smart Internet of Things (SmartIoT), pp. 77-84, 2019.
Chao Tang, Xin Chen, Ying Chen*, and Zhuo Li, Dynamic resource optimization based on flexible numerology and Markov decision process for heterogeneous services, in 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) , pp. 610-617, 2019.
Bilian Wu, Xin Chen, Ying Chen*, and Yangguang Lu, A truthful auction mechanism for resource allocation in mobile edge computing, in 2021 IEEE 22nd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) , pp. 21-30, 2021.
Yijie Wang, Xin Chen, Ying Chen*, and Shougang Du, Resource allocation algorithm for MEC based on Deep Reinforcement Learning, in 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC), pp. 1-6, 2021.
Xi, Ranran, Xin Chen, Ying Chen*, and Zhuo Li. Real-time resource slicing for 5G RAN via deep reinforcement learning, in 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) , pp. 625-632, 2019.
Ma, Teng, Xin Chen, Libo Jiao, and Ying Chen*. Deep Reinforcement Learning-based Edge Caching and Multi-link Cooperative Communication in Internet-of-Vehicles, in 2021 17th International Conference on Mobility, Sensing and Networking (MSN) , pp. 567-574, 2021.
Lu, Yangguang, Xin Chen, Fengjun Zhao, and Ying Chen. Energy efficient deployment and task offloading for UAV-assisted mobile edge computing, in Algorithms and Architectures for Parallel Processing: 21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part II , pp. 421-435, 2022. (Springer)
Ma, Teng, Xin Chen, Yan Liang, and Ying Chen. Dynamic Offloading and Frequency Allocation for Internet of Vehicles with Energy Harvesting, in Algorithms and Architectures for Parallel Processing: 21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part II , pp. 376-390, 2022. (Springer)
Lu, Yangguang, Xin Chen, Ranran Xi, and Ying Chen. Research on user access selection mechanism based on maximum throughput for 5G network slicing, in 2021 International Conference on Computer Communications and Networks (ICCCN) , pp. 1-8, 2021.
Liang, Yan, Xin Chen, Shuang Chen, and Ying Chen. Cooperative resource sharing strategy with eMBB cellular and C-V2X slices, in 2020 IEEE 26th International Conference on Parallel and Distributed Systems (ICPADS) , pp. 716-721, 2020.
Xu, Tingting, Jian Jiao, Xin Chen, and Ying Chen. Social-aware D2D caching content deployment strategy over edge computing wireless networks, in 2018 27th International Conference on Computer Communication and Networks (ICCCN) , pp. 1-6, 2018.

专著

Ying Chen, N. Zhang, Y. Wu, X. Shen. “Energy efficient computation offloading in mobile edge computing,” Springer Publishing, 2022.