Qi Guo

Associate Professor
Institute of Computing Technology (ICT)
Chinese Academy of Sciences (CAS)
Beijing 100190, China
Email: guoqi at ict dot ac dot cn

Qi Guo is an associate professor at Institute of Computing Technology, Chinese Academy of Sciences, China. He received the BEng degree from Tongji University and the PhD degree from Institute of Computing Technology, Chinese Academy of Sciences, in 2007 and 2012, respectively. From 2012 to 2014, he was a staff researcher at IBM China Research Lab. From 2014 to 2015, he was a postdoctoral researcher at Carnegie Mellon University.


SELECTED PUBLICATIONS

Journal Articles:
  1. Zidong Du, Shaoli Liu, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Qi Guo, Xiaobing Feng, Yunji Chen and Olivier Temam, "An accelerator for high efficient vision processing," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2016.
  2. Qi Guo, Tiansh Chen, Yunji Chen, and Franz Franchetti. "Accelerating architectural simulation via statistical techniques: a survey", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2016.
  3. Yunji Chen, Shijin Zhang, Qi Guo, Ling Li, Ruiyang Wu, and Tianshi Chen. "Deterministic Replay: a survey". ACM Computing Survey (ACM CSUR), 2015.
  4. Qi Guo, Tianshi Chen, Zhi-Hua Zhou, Olivier Temam, Ling Li, Depei Qian, and Yunji Chen. "Robust design space modeling", ACM Transactions on Design Automation of Electronic Systems (ACM TODAES), 2015.
  5. Tianshi Chen, Qi Guo, Olivier Temam, Yue Wu, Yungang Bao, Zhiwei Xu, and Yunji Chen. "Statistical performance comparisons of computers", IEEE Transactions on Computers (IEEE TC), 2015.
  6. Q. Guo, Tianshi Chen, Yunji Chen, Rui Wang, Weiwu Hu, Huanhuan Chen, and Guoliang Chen. "Pre-silicon bug forecast", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 33(3), 2014.
  7. Yixiao Yin, Yunji Chen, Qi Guo, and Tianshi Chen. "Prevention from soft errors via architectural elasticity", Journal of Computer Science and Technology (JCST), 29(2), 2014.
  8. Tianshi Chen, Yunji Chen, Qi Guo, Zhi-Hua Zhou, Ling Li, and Zhiwei Xu. "Effective and efficient microprocessor design space exploration using unlabeled design configurations", ACM Transactions on Intelligent Systems and Technology (ACM TIST), 5(1), 2013.
  9. Qi Guo, Tianshi Chen, Yunji Chen, Ling Li, and Weiwu Hu. "Microarchitectural design space exploration made fast", Microprocessors & Microsystems (MICPRO), 37(1), 2013.

Conference Papers:

  1. Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, and Yunji Chen, "Cambricon-X: An accelerator for sparse neural networks," In: Proceedings of the 49th IEEE/ACM International Symposium on Microarchitecture (MICRO), Taipei, 2016.
  2. Qi Guo, Tze-Meng Low, Nikolaos Alachiotis, Berkin Akin, Larry Pileggi, James C. Hoe, and Franz Franchetti. "Enabling portable energy efficiency with memory accelerated library", In: Proceedings of the 48th ACM/IEEE International Symposium on Microarchitecture (MICRO), Hawaii, USA, 2015.
  3. Xiaochun Zhang, Qi Guo, Yunji Chen, Tianshi Chen, and Weiwu Hu. "HERMES: A fast cross-ISA binary translator with post-optimization". In: Proceedings of the 13th International Symposium on Code Generation and Optimization (CGO), Bay Area, USA, 2015. (Best Paper Nominee)
  4. Tianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhi-Hua Zhou, Zhiwei Xu, and Yunji Chen. "ArchRanker: A ranking approach to design space exploration", In: Proceedings of the 41st ACM/IEEE International Symposium on Computer Architecture (ISCA), Minneapolis, USA, 2014.
  5. Qi Guo, Yan Li, Tao Liu, Kun Wang, Guancheng Chen, Xiaoming Bao, and Wentao Tang. "Correlation-based performance analysis for full-system mapreduce optimization", In: Proceedings of 2013 IEEE International Conference on Big Data (BigData), Santa Clara, USA, 2013.
  6. Yan Li, Kun Wang, Qi Guo, Xin Li, Xiaocheng Zhang, Guancheng Chen, Tao Liu, and Jian Li. "Breaking the boundary for whole-system performance optimization of big data", In: Proceedings of International Symposium on Low Power Electronics and Design (ISLPED), Beijing, China, 2013.
  7. Tianshi Chen, Yunji Chen, Marc Duranton, Qi Guo, Atif Hashmi, Mikko Lipasti, Andrew Nere, Shi Qiu, Michele Sebag, and Olivier Temam. "BenchNN: On the broad potential application scope of hardware neural network accelerators", In: Proceedings of 2012 International Symposium on Workload Characterization (IISWC), San Diego, USA, 2012. (Best Paper Nominee)
  8. Tianshi Chen, Yunji Chen, Qi Guo, Olivier Temam, Yue Wu, and Weiwu Hu. "Statistical performance comparisons of computers", In: Proceedings of the 18th International Conference on High Performance Computer Architecture (HPCA), Lousiana, USA, 2012.
  9. Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, and Zhiwei Xu. "Effective and efficient microprocessor design space exploration using unlabeled design configurations", In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 2011.
  10. Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Yue Wu, and Weiwu Hu. "Empirical design bugs prediction for verification", In: Proceedings of the 14th IEEE/ACM Conference on Design, Automation and Test in Europe (DATE), Grenoble, France, 2011.
  11. Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, and Weiwu Hu. "On-the-fly reduction of stimuli for functional verification", In: Proceedings of the 19th Asian Test Symposium (ATS), Shanghai, China, 2010.
  12. Zichu Qi, Qi Guo, Ge Zhang, Xiangku Li, and Weiwu Hu. "Design of low-cost high-performance floating-point fused multiply-add with reduced power", In: Proceedings of the 23rd IEEE International Conference on VLSI Design (VLSID), Bangalore, India, 2010.


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