• Wenlai ZHAO
• Assistant Professor
• Department of Computer Science and Technology
• Email: zhaowenlai@tsinghua.edu.cn
• Phone: +86-10-62796945
• Homepage：wenlai.life
Education background
Bachelor of Computer Science, Tsinghua University, 2011
Ph.D. in Computer Science, Tsinghua University, 2018
Areas of Research Interests
Parallel Computing, Custom Computing, AI Computing System
Research Status
My research focuses on the high-performance AI computing system based on reconfigurable and supercomputing systems, major achievements including the design and optimization of reconfigurable acceleration units, the design and optimization of AI algorithm libraries and parallel frameworks for domestic many-core high-performance processors, and the optimization and deployment of large-scale AI applications on supercomputers.
Honors And Awards
2021 CIE First Prize in Science and Technology Award
Publications
[1] Teng Yu, Wenlai Zhao*, Pan Liu, etc., "Large-Scale Automatic K-Means Clustering for Heterogeneous Many-Core Supercomputer"[J]. IEEE Transactions on Parallel and Distributed Systems (TPDS) 2020
[2] Yixue Hao, Min Chen, Donggang Cao, Wenlai Zhao, Ivan Petrov, Vitaly Antonenko, Ruslan Smeliansky, "Cognitive-Caching: Cognitive Wireless Mobile Caching by Learning Fine-Grained Caching-Aware Indicators"[J], IEEE Wireless Communications 2020
[3] Liang Qiao, Hongkun Yu, Kunpeng Wang, Ruixin Sun, Wenlai Zhao*, Guangwen Yang， "Large-scale Parallel Design for Cryo-EM Structure Determination on Heterogeneous Many-core Architectures"[C]. Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2019
[4] Ouyi Li, Wenlai Zhao*, Xuancheng Huang, etc., "Scaling the Training of Recurrent Neural Networks on Sunway TaihuLight Supercomputer"[C]. International Conference on Computational Science (ICCS) 2019
[5] Wei Gao, Jiarui Fang, Wenlai Zhao, Jinzhe Yang, etc., "swATOP: Automatically optimizing deep learning operators on SW26010 many-core processor"[C]. Proceedings of the 48th International Conference on Parallel Processing (ICPP) 2019
[6] Wenlai Zhao, Haohuan Fu, Jiarui Fang, etc., "Optimizing Convolutional Neural Networks on Sunway TaihuLight Supercomputer"[J], ACM Transactions on Architecture and Code Optimization (TACO) 2018
[7] Jiarui Fang, Haohuan Fu, Wenlai Zhao, Bingwei Chen, Weijie Zheng, Guangwen Yang, "swDNN: A Library for Accelerating Deep Learning Applications on Sunway TaihuLight Supercomputer"[C], 31st IEEE International Parallel \& Distributed Processing Symposium (IPDPS) 2017
[8] Wenlai Zhao, Haohuan Fu, Wayne Luk, and etc. "F-CNN: An FPGA-based Framework for Training Convolutional Neural Networks"[C], Application-specific Systems, Architectures and Processors (ASAP) 2016
[9] Wenlai Zhao, Haohuan Fu, Wayne Luk and Guangwen Yang, "Patra: Parallel Tree-reweighted Message Passing Architecture"[C], Field Programmable Logic and Applications (FPL) 2014
