Faculty Directory
Qi Zhu

Associate Professor of Electrical Engineering and Computer Science

Contact

2145 Sheridan Road
Tech Room L454
Evanston, IL 60208-3109

Email Qi Zhu

Website

Qi Zhu's Homepage

IDEAS - Design Automation of Intelligent Systems Lab


Departments

Electrical Engineering and Computer Science


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Education

Ph.D. Electrical Engineering & Computer Science, University of California, Berkeley

B.E. Computer Science, Tsinghua University, Beijing Shi, China

 


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.


Selected Publications

  • Ying Zhang, Mohammad H. Hajiesmaili, Sinan Cai, Minghua Chen, Qi Zhu, “Peak-aware online economic dispatching for microgrids”, IEEE Transactions on Smart Grid, (2018)
  • Pu Zhao, Yanzhi Wang, Naehyuck Chang, Qi Zhu, Xue Lin, “A Deep Reinforcement Learning Framework for Optimizing Fuel Economy of Hybrid Electric Vehicles”, Proceedings of the 23rd Asia and South Pacific Design Automation Conference (ASP-DAC’18), (2018)
  • Hengyi Liang, Zhilu Wang, Bowen Zheng, Qi Zhu, “Addressing extensibility and fault tolerance in CAN-based automotive systems”, 2017 11th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2017, (2017)
  • Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang, “Deep reinforcement learning”, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017, (2017)
  • Sanjit A. Seshia, Shiyan Hu, Wenchao Li, Qi Zhu, “Design Automation of Cyber-Physical Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, (2017)
  • Yongxiang Bao, Mingsong Chen, Qi Zhu, Tongquan Wei, Frederic Mallet, Tingliang Zhou, “Quantitative Performance Evaluation of Uncertainty-Aware Hybrid AADL Designs Using Statistical Model Checking”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, (2017)
  • Tianshu Wei, Mohammad Atiqul Islam, Shaolei Ren, Qi Zhu, “Co-scheduling of datacenter and HVAC loads in mixed-use buildings”, 2016 7th International Green and Sustainable Computing Conference, IGSC 2016, (2017)
  • Qi Zhu, Srikrishnan Venkataraman, Chunfei Ye, Arun Chandrasekhar, “Package design challenges and optimizations in density efficient (Intel Xeon processor D) SoC”, 2016 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2016, (2017)