Grants per year
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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical Engineering & Computer Science, PhD, University of California at Berkeley
… → 2008
Electrical Engineering & Computer Science, PhD, University of California, Berkeley
… → 2008
Computer Science, BE, Tsinghua University
… → 2003
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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FMSG: Cyber: Learning Foundation Models for Manufacturing Design Automation
Zhu, Q. (PD/PI), Cao, J. (Co-PD/PI), Chen, W. (Co-PD/PI) & Guo, P. (Co-PD/PI)
1/1/24 → 12/31/25
Project: Research project
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Collaborative Research: DESC: Type I: FLEX: Building Future‐proof Learning‐Enabled Cyber‐Physical Systems with Cross‐Layer Extensible and Adaptive Design
Zhu, Q. (PD/PI)
1/1/24 → 12/31/26
Project: Research project
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Collaborative Research: FuSe: R3AP: Retunable, Reconfigurable, Racetrack‐Memory Acceleration Platform
Zhu, Q. (PD/PI)
1/1/24 → 12/31/26
Project: Research project
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CPS: Medium: Batteryless Sensors Enabling Smart Green Infrastructure
Hester, J. D. (PD/PI), Hester, J. D. (PD/PI), Wells, G. (Co-PD/PI), Wells, G. (Co-PD/PI), Zhu, Q. (Co-PD/PI), Zhu, Q. (Co-PD/PI), Miller, W. M. (Other), Miller, W. M. (Other), Packman, A. (Other) & Packman, A. (Other)
1/1/21 → 8/31/25
Project: Research project
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SCC-PG: Improving healthcare access in marginalized communities through smart connected technologies
Nie, Y. (PD/PI), Blomberg Stathopoulos, A. I. (Co-PD/PI), Jacobs, M. (Co-PD/PI), Kershaw, K. N. (Co-PD/PI) & Zhu, Q. (Co-PD/PI)
10/1/21 → 6/30/23
Project: Research project
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Case Study: Runtime Safety Verification of Neural Network Controlled System
Yang, F., Zhan, S. S., Wang, Y., Huang, C. & Zhu, Q., 2025, Runtime Verification - 24th International Conference, RV 2024, Proceedings. Ábrahám, E. & Abbas, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 205-217 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15191 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Efficient and assured reinforcement learning-based building HVAC control with heterogeneous expert-guided training
Xu, S., Fu, Y., Wang, Y., Yang, Z., Huang, C., O’Neill, Z., Wang, Z. & Zhu, Q., Dec 2025, In: Scientific reports. 15, 1, 7677.Research output: Contribution to journal › Article › peer-review
Open Access -
Guest Editorial Special Issue on Security and Privacy of Intelligent Vehicles
Lin, C. W., Chen, B., Meng, W., Chen, Y. & Zhu, Q., 2025, In: IEEE Internet of Things Journal. 12, 7, p. 7667 1 p.Research output: Contribution to journal › Editorial › peer-review
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Attrition-Aware Adaptation for Multi-Agent Patrolling
Goeckner, A., Li, X., Wei, E. & Zhu, Q., 2024, In: IEEE Robotics and Automation Letters. 9, 8, p. 7230-7237 8 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays
Wu, Q., Zhan, S. S., Wang, Y., Wang, Y., Lin, C. W., Lv, C., Zhu, Q., Schmidhuber, J. & Huang, C., 2024, In: Proceedings of Machine Learning Research. 235, p. 53973-53998 26 p.Research output: Contribution to journal › Conference article › peer-review