Yehan Ma 马叶涵

I am looking for self-motivated undergraduate and graduate students to conduct exciting research on novel IIoT systems! Prospective students are welcome to drop me an email with your CV.

I earned my Ph.D. under the advice of Prof. Chenyang Lu at the Cyber-Physical Systems Laboratory (CPSL) at Washington University in St. Louis. We perform cutting-edge research on Industrial Internet of Things, and cyber-physical systems that cross-cut computing, communication and dynamic control system.

Education

Research

• Internet of Things (IoT)
• Cyber-Physical Systems
• Embedded AI
• Edge Computing
• Wireless Sensor Network

Publications

Google Scholar

Y. Ma, Y. Wang, S. D. Cairano, T. Koike-Akino, J. Guo, P. Orlik, X. Guan, C. Lu, Smart Actuation for End-Edge Industrial Control Systems, IEEE Transactions on Automation Science and Engineering, 21(1):269-283, Jan 2024

R. F, 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 Things Journal, 11(3): 3994 - 4014, Feb 2024.

X. Wen C. Chen, C. Ren, Y. Ma, M. Li, L. Lyu, X. Guan, Age-of-Task-Aware Co-Design of Sampling, Scheduling, and Control for Industrial IoT Systems, IEEE Internet of Things Journal, 11(3): 4227-4242, Feb 2024.

X. Wang, J. Zhang, C. Chen, J. He, Y. Ma and X. Guan, Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems, IEEE Transactions on Industrial Informatics, 20(2):2833-2842, Feb. 2024.

Y. Ma, C. Chen, S. Zeng, X. Guan, C. Lu, Data-driven Edge Offloading for Wireless Control Systems, IEEE Internet of Things Journal, 10(12): 10802 - 10816, June 2023.

X. Li, Y. Shen, A. Zou and Y. Ma, EENet: Energy Efficient Neural Networks with Run-time Power Management, ACM/IEEE Design Automation Conference (DAC), 2023.

A. Zou*, Y. Ma*, K. Garimella*, B. Lee, C. D. Gill, 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), 42(2): 616 - 629, 2023.

Y. Wu, W. Zhang, N. Guan and Y. Ma, TDTA: Topology-Based Real-Time DAG Task Allocation on Identical Multiprocessor Platforms, IEEE Transactions on Parallel and Distributed Systems (TPDS), 34(11): 2895-2909, Nov 2023.

X. Li, C. Lou, Y. Chen, Z. Zhu, Y. Shen, Y. Ma, A. Zou, Predictive exit: Prediction of fine-grained early exits for computation-and energy-efficient inference, AAAI Conference on Artificial Intelligence, 2023.

W. Xu, Z. Zhang, Y. Xu, J. Li, Y. Ma, Y. Jin, C. D. Gill, X. Zhang, A. Zou. Energy Efficient Real-Time Scheduling on Heterogeneous Architectures with Self-Suspension, IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 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, 9:175-189, 2023.

C. Ren, C. Chen, X. Wen, Y. Ma, S. Zhu and X. Guan, Joint Design of Communication and Computing for Digital-Twin-Enabled Aircraft Final Assembly, IEEE Internet of Things Journal, 10(18):15872-15886, Sep 2023.

Y. Ma, J. Guo, Y. Wang, A. Chakrabarty, H. Ahn, P. Orlik, X. Guan, C. Lu, Optimal Dynamic Transmission Scheduling for Wireless Networked Control Systems, IEEE Transactions on Control Systems Technology, 30(6): 2360-2376, Nov 2022,

Y. Xu, T. He, R. Sun, Y. Ma, Y. Jin, and A. Zou, SHAPE: Scheduling of Fixed-Priority Tasks on Heterogeneous Architectures with Multiple CPUs and Many PEs, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2022.

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, 18(12):9057-9067, Dec 2022.

C. Chen, X. Wen, X. Bai, L. Xu, C. Ren, J. Ye, Y. Ma, X. Guan, Control and Communication Coordination for Industrial Digital Twins of Sintering Process, Broadband Communications, Computing, and Control for Ubiquitous Intelligence, pages. 327-350. Cham: Springer International Publishing, 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.

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.

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.

Y. Ma, M. Ling, C. Wang, and Q. Zeng, Design and Implementation of Real-time Simulation System of OTV based on xPC Target and SIT, World Congress on Intelligent Control and Automation (WCICA'14), 2014.

A. Zou, H. Zhao, Y. Ma, and D. Li, Analysis Calculation and Testing of Rotary Inductosyn Angle Measuring Errors, Chinese Control Conference (CCC'14), 2014.

J. Guo, Y. Ma, Y. Wang, A. Chakrabarty, H. Ahn, P. Orlik, Network Adapted Control System, In United States Patent US10969767B2, 2021.

Y. Wang, Y. Ma, P. Orlik, T. Koike-akino, J. Guo, Network Adapted Control System, In United States Patent US10809701B2, 2020.

Services

IEEE RTSS（Publicity Chair) 2022, 2023

IEEE RTSS（Registration Chair) 2024

IEEE ISORC（Technical Program Chair) 2023

IEEE SIES（Publicity Chair) 2024

IEEE SECON（Session Chair) 2022

EWSN（Technical Program Committee) 2024

ECRTS（Technical Program Committee) 2024

IEEE RTCSA（Technical Program Committee) 2024

RTNS（Technical Program Committee) 2023,2024

IEEE SECON（Technical Program Committee) 2021,2022,2023

IEEE TC（Reviewer) 2022

IEEE TCYN（Reviewer) 2023

IEEE T-ASE（Reviewer) 2024

IEEE TMC（Reviewer) 2024

IEEE TVT（Reviewer) 2024

ACM/IEEE DAC（Reviewer) 2022

ACM TOSN（Reviewer) 2022

ACM TODAES（Reviewer) 2021

IEEE TAC（Reviewer) 2021

IEEE TII（Reviewer) 2019, 2021

IFAC（Reviewer) 2019

IEEE RTAS（Reviewer) 2018

ACM TCPS（Reviewer) 2017

IEEE ESL（Reviewer) 2017

Contact

If you are interested at me or have some comments about me, please feel free to contact me.

Address:
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University
SEIEE Building, Room 2-430, Yehan Ma,
800 Dong Chuan Road,
Shanghai, China 200240

Email:
yehanma at sjtu dot edu dot cn
mayehan217 at gmail dot com