Qi GUO

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

Biography

I am a full professor at the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). My research interests lie at the intersection of computer architecture and artificial intelligence. My work spans the design of efficient architectures, compilers, and systems for accelerating ML workloads, as well as the application of ML techniques to automate and optimize circuit, architecture, compiler, and system design. I serve on the editorial board of IEEE Transactions on Computers and Pattern Recognition.

Research Interests

• Sys4ML: Architecture/compilation/systems for machine learning
• ML4Sys: Machine learning for circuit/architecture/compiler/system design
• Other topics of computer architecture and artificial intelligence

Employment and Education

• 2019 – Now: Professor, Institute of Computing Technology, CAS.
• 2015 – 2019: Associate Professor, Institute of Computing Technology, CAS.
• 2014 – 2015: Postdoctoral Researcher, Carnegie Mellon University (CMU).
• 2012 – 2014: Researcher, IBM Research China.
• 2007 – 2012: Ph.D. in Computer Science, Institute of Computing Technology, CAS.
• 2002 – 2007: B.S. in Computer Science, Tongji University.

Selected Recent Publications

Full list: DBLP