• 882 Citations
20032021
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Personal profile

Research Interests

My research interests include design automation of intelligent cyber-physical systems and Internet-of-Things applications, cyber-physical security, energy-efficient CPS, and system-on-chip design.

Recent work in my group has been focusing on system level synthesis, optimization and modeling methodologies for intelligent cyber-physical systems. We are particularly interested in addressing timing, heterogeneity, security and energy challenges in CPS design and operation.

Education/Academic qualification

Electrical Engineering & Computer Science, PhD, University of California, Berkeley

… → 2008

Computer Science, BE, Tsinghua University

… → 2003

Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Scheduling Engineering & Materials Science
Air conditioning Engineering & Materials Science
Real time systems Engineering & Materials Science
Ventilation Engineering & Materials Science
Automation Engineering & Materials Science
Heating Engineering & Materials Science
Costs Engineering & Materials Science
Intelligent buildings Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Grants 2018 2021

Natural resources management
Decision making
Robots
Monitoring
Curricula
Intelligent systems
Unmanned aerial vehicles (UAV)
Robotics
Cyber Physical System
Side channel attack
Cyber Physical System
Hardware
Availability
Engineers
Costs
Computer simulation
Fault tolerance
Embedded systems
Cyber Physical System
Innovation

Research Output 2003 2019

Design Automation for Intelligent Automotive Systems

Lan, S., Huang, C., Wang, Z., Liang, H., Su, W. & Zhu, Q., Jan 23 2019, International Test Conference 2018, ITC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8624723. (Proceedings - International Test Conference; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design Automation
Automation
Metric unit
Driver Assistance
Autonomous Vehicles

Formal verification of weakly-hard systems

Huang, C., Li, W. & Zhu, Q., Apr 16 2019, HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control. Association for Computing Machinery, Inc, p. 197-207 11 p. (HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Real time systems
Scheduling
Experiments
Formal verification

A Deep Reinforcement Learning Framework for Optimizing Fuel Economy of Hybrid Electric Vehicles

Zhao, P., Wang, Y., Chang, N., Zhu, Q. & Lin, X., 2018, Proceedings of the 23rd Asia and South Pacific Design Automation Conference (ASP-DAC’18). p. 196-202 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Hybrid vehicles
Fuel economy
Powertrains
Electric motors
1 Citation (Scopus)

Codesign Methodologies and Tools for Cyber-Physical Systems

Zhu, Q. & Sangiovanni-Vincentelli, A., Sep 1 2018, In : Proceedings of the IEEE. 106, 9, p. 1484-1500 17 p., 8466985.

Research output: Contribution to journalArticle

Systems analysis
Fault tolerance
Computer simulation
Cyber Physical System

Design Automation for Cyber-Physical Systems [Scanning the Issue]

Zhu, Q., Sangiovanni-Vincentelli, A., Hu, S. & Li, X., Sep 1 2018, In : Proceedings of the IEEE. 106, 9, p. 1479-1483 5 p., 8466994.

Research output: Contribution to journalArticle

Automation
Scanning
Sensors
Telecommunication networks
Program processors