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Qi Zhu
Qi Zhu
Professor of Computer Engineering
Verified email at northwestern.edu - Homepage
Title
Cited by
Cited by
Year
Deep reinforcement learning for building HVAC control
T Wei, Y Wang, Q Zhu
Proceedings of the 54th annual design automation conference 2017, 1-6, 2017
5562017
Addressing class imbalance in federated learning
L Wang, S Xu, X Wang, Q Zhu
Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 10165 …, 2021
2872021
Period optimization for hard real-time distributed automotive systems
A Davare, Q Zhu, M Di Natale, C Pinello, S Kanajan, ...
Proceedings of the 44th annual Design Automation Conference, 278-283, 2007
2332007
Reachnn: Reachability analysis of neural-network controlled systems
C Huang, J Fan, W Li, X Chen, Q Zhu
ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-22, 2019
1982019
Design automation of cyber-physical systems: Challenges, advances, and opportunities
SA Seshia, S Hu, W Li, Q Zhu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2016
1742016
Federated class-incremental learning
J Dong, L Wang, Z Fang, G Sun, S Xu, X Wang, Q Zhu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1712022
A next-generation design framework for platform-based design
A Davare, D Densmore, T Meyerowitz, A Pinto, A Sangiovanni-Vincentelli, ...
Conference on Using Hardware Design and Verification Languages (DVCon) 152, 2007
1562007
Optimization of task allocation and priority assignment in hard real-time distributed systems
Q Zhu, H Zeng, W Zheng, MDI Natale, A Sangiovanni-Vincentelli
ACM Transactions on Embedded Computing Systems (TECS) 11 (4), 1-30, 2013
1262013
SAT sweeping with local observability don't-cares
Q Zhu, N Kitchen, A Kuehlmann, A Sangiovanni-Vincentelli
Design Automation Conference, 2006 43rd ACM/IEEE, 229-234, 2006
1192006
Automotive cyber–physical systems: A tutorial introduction
S Chakraborty, MA Al Faruque, W Chang, D Goswami, M Wolf, Q Zhu
IEEE Design & Test 33 (4), 92-108, 2016
1122016
Definition of task allocation and priority assignment in hard real-time distributed systems
W Zheng, Q Zhu, M Di Natale, AS Vincentelli
28th IEEE International Real-Time Systems Symposium (RTSS 2007), 161-170, 2007
1122007
Security-aware mapping for CAN-based real-time distributed automotive systems
CW Lin, Q Zhu, C Phung, A Sangiovanni-Vincentelli
2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 115-121, 2013
962013
Reachnn*: A tool for reachability analysis of neural-network controlled systems
J Fan, C Huang, X Chen, W Li, Q Zhu
International Symposium on Automated Technology for Verification and …, 2020
902020
metroII: A design environment for cyber-physical systems
A Davare, D Densmore, L Guo, R Passerone, AL Sangiovanni-Vincentelli, ...
ACM Transactions on Embedded Computing Systems (TECS) 12 (1s), 1-31, 2013
902013
Deep reinforcement learning: Framework, applications, and embedded implementations
H Li, T Wei, A Ren, Q Zhu, Y Wang
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 847-854, 2017
892017
Cross-layer codesign for secure cyber-physical systems
B Zheng, P Deng, R Anguluri, Q Zhu, F Pasqualetti
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2016
822016
One for many: Transfer learning for building hvac control
S Xu, Y Wang, Y Wang, Z O'Neill, Q Zhu
Proceedings of the 7th ACM international conference on systems for energy …, 2020
782020
Proactive demand participation of smart buildings in smart grid
T Wei, Q Zhu, N Yu
IEEE Transactions on Computers 65 (5), 1392-1406, 2015
762015
Eavesdrop the composition proportion of training labels in federated learning
L Wang, S Xu, X Wang, Q Zhu
arXiv preprint arXiv:1910.06044, 2019
742019
Optimizing the software architecture for extensibility in hard real-time distributed systems
Q Zhu, Y Yang, M Natale, E Scholte, A Sangiovanni-Vincentelli
IEEE Transactions on Industrial Informatics 6 (4), 621-636, 2010
732010
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Articles 1–20