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.
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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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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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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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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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 -
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 Access -
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
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Collaborative Multi-Agent Video Fast-Forwarding
Lan, S., Wang, Z., Wei, E., Roy-Chowdhury, A. K. & Zhu, Q., 2024, In: IEEE Transactions on Multimedia. 26, p. 1041-1054 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DACR: DISTRIBUTION-AUGMENTED CONTRASTIVE RECONSTRUCTION FOR TIME-SERIES ANOMALY DETECTION
Wang, L., Xu, S., Du, X. & Zhu, Q., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7545-7549 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access