Kaisheng Ma - Principal Investigator
Be Confident !
With My Doctoral Superviser Vijay N.
Supercomputing Center
Bio:
Kaisheng Ma is a tenure-track assistant professor of computer science in Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University. He leads the Algorithms, Architecture and Chipset Lab (ARChip). His research interests lie in the interdisciplinary fields of human-machine interface (HMI), brain-spired AI algorithm design, computer vision for self-driving, compact model design, computer architecture and microelectronics. He believes in vertical integration for systems, with a special emphasis on implanted medical and neural devices, and chip level system solutions for self-driving systems. He publishes papers on conferences including NeuralPS, ICCV, AAAI, CVPR, ISCA, ASPLOS, MICRO, HPCA, DAC etc.
He received his Ph.D. in Computer Science and Engineering at the Pennsylvania State University, following Professor Vijaykrishnan Nanrayanan @ Penn State, Yuan Xie @ UCSB (Now at Alibaba DAMO Computing Lab), Jack Sampson @ Penn State. His previous research on Nonvolatile Processor and Energy Harvesting won 2018 EDAA Best Dissertation Award (Penn State News). Full version CV is Here.
He is also leading the Frontier Architecture and Smart Chipset Research Center at Core Institute of Xi’An.
Personal website: https://psucse.wixsite.com/kaisheng
Core Institute of Xi’An: http://www.iiisct.com/
Google Scholar Link
Talks：
Title: Knowledge Self-distillation and Scalable Neural Networks: Towards Accurate, Efficient and Robust Neural Networks
Title: Sparse-aware DNN Architecture Design: Insights from Resource Utilization and Memory Bandwidth
Contact information:
Email: kaishengthu@163.com | kaisheng@tsinghua.edu.cn
Office: FIT 4-6021, Tsinghua University, Beijing, China.
LabSpace: Tsinghua Innovation Park, Building D, 15 Floor, Beijing, China.
Xi’An Space: B2, TianGu 9 Road, New City of Software, High-tech District, Xi’An, ShaanXi, China.
