上海交通大学自动化系

招生信息

招收2024级直博生1名；

招收2024级学术硕士生1名；

随时欢迎对工业物联网和边缘计算感兴趣的本科生联系！

教育经历

2015.8-2020.9 美国圣路易斯华盛顿大学计算机科学与工程系博士, 导师：Prof. Chenyang Lu

2013.8-2015.7 哈尔滨工业大学控制科学与工程系工学硕士, 导师：王常虹教授

2009.8-2013.7 哈尔滨工业大学控制科学与工程系工学学士

工作经历

2020.11-今上海交通大学助理教授

2017.5-2017.8, 2018.5-2018.8 美国三菱电子研究所实习研究员

科研方向

工业物联网；

信息物理系统；

边缘计算；

机器学习

科研项目

主持，国自然基金青年项目，“基于端-边动态分流的工业信息物理系统协同控制及性能优化”，在研；

主持，上海市“晨光计划”，“基于边缘计算动态调度的工业控制系统性能优化”，在研；

骨干，国自然“未来工业互联网基础理论与关键技术”重大研究计划，“面向多场景端到端性能可控的信息工业互联网架构”，在研；

主持，华为研发项目子课题，“针对异构计算平台的安全高效实时调度技术”，在研

学术服务

IEEE RTSS (CCF-A) 宣传负责人 (Publicity Chair) 2022, 2023;

IEEE RTSS 技术程序委员会成员 (TPC) 2021-2023;

IEEE SECON (CCF-B) 无线研讨会主席 2023；

IEEE SECON (CCF-B) 技术程序委员会成员 2021-2023；

IEEE ISORC 技术程序委员会主席（Technical Program Chair） 2023；

ECRTS 技术程序委员会成员 2023；

RTNS 技术程序委员会成员 2023；

期刊审稿人：ACM TCPS/TOSN/TODAES, IEEE TC/TAC/TCYB/TII/ESL；

会议审稿人：DAC (CCF-A), RTAS (CCF-B), IFAC；

代表论文和专利

Papers

· Y. Ma, C. Chen, S. Zeng, X. Guan, and C. Lu, Data-driven Edge Offloading for Wireless Control Systems, IEEE Internet of Thing Journal, 2023, accepted.

· R. Fu, J. Chen, Y. Lin, A. Zou, C. Chen, X. Guan, Y. Ma, Smart Sensing and Communication Co-design for IIoT-Based Control Systems, IEEE Internet of Thing Journal, 2023, accepted. (通讯作者)

· X. Li, Y. Shen, A. Zou, Y. Ma, EENet: Energy Efficient Neural Networks with Run-time Power Management. 60th Design Automation Conference (DAC, CCF A), 2023. (通讯作者)

· X. Li, C. Lou, Z. Zhu, Y. Chen, Y. Shen, Y. Ma, and A. Zou. Predictive Exit: Prediction of Fine-Grained Early Exits for Computation-and Energy-Efficient Inference. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23 Oral Presentation, CCF A), 2023.

· Z. Ji, C. Chen, S. Zhu, Y. Ma, and X. Guan. Intelligent Edge Sensing and Control Co-Design for Industrial Cyber-Physical System. IEEE Transactions on Signal and Information Processing over Networks, 2023.

· Y. Ma, Y. Wang, S. Di Cairano, T. Koike-Akino, J. Guo, P. Orlik, X. Guan, and C. Lu, Smart Actuation for End-Edge Industrial Control Systems, IEEE Transactions on Automation Science and Engineering (T-ASE), 2022, accepted.

· Y. Ma, J. Guo, Y. Wang, A. Chakrabarty, H. Ahn, P. Orlik, X. Guan, and C. Lu, Optimal Dynamic Transmission Scheduling of Wireless Networked Control Systems, IEEE Transactions on Control Systems Technology (TCST), 2022.

· A. Zou, Y. Ma, K. Garimella, B. Lee, C. D. Gill, and X. Zhang. F-LEMMA: Fast Learning-based Energy Management for Multi-/Many-core Processors. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022. （共同一作）

· L. Ren, Z. Jia, T. Wang, Y. Ma, and L. Wang. LM-CNN: A Cloud-Edge Collaborative Method for Adaptive Fault Diagnosis With Label Sampling Space Enlarging. IEEE Transactions on Industrial Informatics (TII), 2022.

· Y. Ma, C. Lu, B. Sinopoli and S. Zeng, Exploring Edge Computing for Multi-Tier Industrial Control, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Special Issue on ESWEEK 2020 - Proceedings of ACM International Conference on Embedded Software (EMSOFT), 39(11): 3506-3518, November 2020.
· Y. Ma, C. Lu and Y. Wang, Efficient Holistic Control: Self-Awareness across Controllers and Wireless Networks, ACM Transactions on Cyber-Physical Systems, Special Issue on Self-Awareness in Resource Constrained Cyber-Physical Systems, 4(4), Article 41: 1-27, June 2020.
· Y. Ma, J. Guo, Y. Wang, A. Chakrabarty, H. Ahn, P. Orlik and C. Lu, Optimal Dynamic Scheduling of Wireless Networked Control Systems, ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS'19), April 2019.
· Y. Ma, Y. Wang, S. Di Cairano, T. Koike-Akino, J. Guo, P. Orlik and C. Lu, A Smart Actuation Architecture for Wireless Networked Control Systems, IEEE Conference on Decision and Control (CDC'18), December 2018.
· Y. Ma and C. Lu, Efficient Holistic Control over Industrial Wireless Sensor-Actuator Networks, IEEE International Conference on Industrial Internet (ICII'18), October 2018.
· Y. Ma, D. Gunatilaka, B. Li, H. Gonzalez and C. Lu, Holistic Cyber-Physical Management for Dependable Wireless Control Systems, ACM Transactions on Cyber-Physical Systems, Special Issue on Dependability in Cyber Physical Systems and Applications, 3(1), Article No. 3, August 2018.
· B. Li, Y. Ma, T. Westenbroek, C. Wu, H. Gonzalez and C. Lu, Wireless Routing and Control: a Cyber-Physical Case Study, ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS'16), April 2016. （共同一作）
· J. Li, H. Li, Y. Ma, Y. Wang, A.A. Abokifa, C. Lu and P. Biswas, Spatiotemporal Distribution of Indoor Particulate Matter Concentration with a Low-Cost Sensor Network, Building and Environment, volume 127, pages 138–147, January 2018.

Patents
· Y. Wang, Y. Ma, P. Orlik, T. Koike-akino, J. Guo, Network Adapted Control System, In United States Patent US10809701B2, 2020.
· J. Guo, Y. Ma, Y. Wang, A. Chakrabarty, H. Ahn, P. Orlik, Network Adapted Control System, In United States Patent US10969767, 2021.

授课

网络系统系统与控制 2022， 2023春季

信息物理系统 2021，2022， 2023年秋

学生

2022级博士生符瑞杰 furj2022@sjtu.edu.cn

2023级博士生陈锦涛 kiboik@sjtu.edu.cn

2023级硕士生薛琛辉 davidxch@sjtu.edu.cn