Qi Zhu

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Alberto Sangiovanni VincentelliProfessor of EECS, University of California, BerkeleyAdresse e-mail validée de eecs.berkeley.edu
Bowen ZhengPony.AIAdresse e-mail validée de ucr.edu
Marco Di NataleFull Professor, TECIP Institute, Scuola Superiore S. AnnaAdresse e-mail validée de sssup.it
Chung-Wei LinNational Taiwan UniversityAdresse e-mail validée de csie.ntu.edu.tw
Abhijit DavareResearch Scientist, IntelAdresse e-mail validée de intel.com
Haibo ZengElectrical & Computer Engineering, Virginia TechAdresse e-mail validée de vt.edu
Douglas DensmoreTegan Family Distinguished Fellow, Professor of Electrical and Computer Eng., Boston UniversityAdresse e-mail validée de bu.edu
Mehdi MaasoumyPhD, University of California, BerkeleyAdresse e-mail validée de berkeley.edu
Roberto PasseroneProfessor of Electrical Engineering and Computer Sciences, University of TrentoAdresse e-mail validée de unitn.it
Alessandro PintoNASA Jet Propulsion LaboratoryAdresse e-mail validée de jpl.nasa.gov
Liangpeng GuoUniversity of California, BerkeleyAdresse e-mail validée de eecs.berkeley.edu
Naehyuck ChangSamsung Electronics Device Solutions AmericaAdresse e-mail validée de ieee.org
Tiansong CuiSoftware Engineer at GoogleAdresse e-mail validée de usc.edu
Massoud PedramCharles Lee Powell Professor of Electrical Engineering & Computer Science, Univ of SouthernAdresse e-mail validée de usc.edu
Nanpeng YuUniversity of California, RiversideAdresse e-mail validée de ece.ucr.edu
Alena SimalatsarAssistant Professor UAS, HES-SO, Valais-WallisAdresse e-mail validée de hevs.ch
Sheldon X.-D. TanUniversity of California at RiversideAdresse e-mail validée de ece.ucr.edu
Hai ZhouNorthwestern UniversityAdresse e-mail validée de northwestern.edu
Taeyoung KimIntel CorporationAdresse e-mail validée de intel.com
Edward A. LEEProfessor of Electrical Engineering and Computer Sciences, University of California at BerkeleyAdresse e-mail validée de berkeley.edu

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Qi Zhu

Professor of Computer Engineering

Adresse e-mail validée de northwestern.edu - Page d'accueil

Safe and Robust ML Embodied AI Design Automation Cyber-Physical Systems


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	593	2017
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	317	2021
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	236	2007
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	205	2019
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	197	2022
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	182	2016
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	159	2007
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	128	2013
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	123	2006
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	115	2016
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	114	2007
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	96	2013
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	94	2020
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	92	2017
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	89	2013
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	86	2020
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	83	2016
Eavesdrop the composition proportion of training labels in federated learning L Wang, S Xu, X Wang, Q Zhu arXiv preprint arXiv:1910.06044, 2019	78	2019
Proactive demand participation of smart buildings in smart grid T Wei, Q Zhu, N Yu IEEE Transactions on Computers 65 (5), 1392-1406, 2015	78	2015
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	74	2010

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