Table of Contents
Wenlai Zhao
- Email: zhaowenlai@tsinghua.edu.cn
- Address: Rm. S814, Mengminwei Tech. Building, Tsinghua University, Beijing, China
- Linkedin: https://www.linkedin.com/in/cryinlaugh/
Education Background
| Time | Degree | University | Supervisor |
|---|---|---|---|
| 2011 - 2018 | Ph.D in Computer Science & Technology | Tsinghua University | Prof.Guangwen Yang & Prof.Haohuan Fu |
| 2015 - 2016 | Visiting Ph.D in Custom Computing | Imperial College London | Prof. Wayne Luk |
| 2007 - 2011 | Bachelor in Computer Science & Technology | Tsinghua University |
Work & Research Experience
| Time | Institute | Position | Research Area |
|---|---|---|---|
| 2020 - now | Department of Computer Science, Tsinghua University | Assistant Professor | High Performance AI Systems & Applications |
| 2018 - now | National Supercomputing Center in Wuxi (NSCCWX) | Deputy Director of AI R&D Department | AI Supercomputer Software Stack |
| 2018 - 2020 | Department of Computer Science, Tsinghua University | Postdoc Research Fellow | High Performance AI Systems |
| 2016 - 2018 | National Supercomputing Center in Wuxi (NSCCWX) | Leader of AI R&D Group | AI Platform on the Sunway TaihuLight Supercomputer |
Academic Service
| Time | Organization | Position |
|---|---|---|
| 2018 | ACM Transactions on Reconfigurable Technology and Systems (TRETS) | Invited Reviewer |
| 2019 | International Conference on Computational Science (ICCS2019) | Program Committee Member (Multiscale Modelling and Simulation Workshop) |
| 2020 | The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2020) | Program Committee Member (Machine Learning and System) |
| 2020 | IEEE Transactions on Parallel and Distributed Systems (TPDS) Special Section on AI/ML/DL | Invited Reviewer |
Publications
More details on Google Scholar or dblp.
- 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
- 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
- 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
- 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
- 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
- Kunpeng Wang, Shizhen Xu, Haohuan Fu, Hongkun Yu, Wenlai Zhao, Guangwen Yang, Parallelizing Cryo-EM 3D Reconstruction on GPU Cluster with A Partitioned and Streamed Model[C]. Proceedings of the ACM International Conference on Supercomputing (ICS) 2019
- 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
- Liandeng Li, Teng Yu, Wenlai Zhao, Haohuan Fu, etc., "Large-Scale Hierarchical k-means for Heterogeneous Many-Core Supercomputers"[C], Supercomputing (SC) 2018
- 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
- 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
- Wenlai Zhao, Haohuan Fu, Wayne Luk and Guangwen Yang, "Patra: Parallel Tree-reweighted Message Passing Architecture"[C], Field Programmable Logic and Applications (FPL) 2014
- Wenlai Zhao, Haohuan Fu and Guangwen Yang, "A Fully-Pipelined FPGA Design for Tree-reweighted Message Passing Algorithm"This is the caption[C], Field-Programmable Custom Computing Machines (FCCM) 2014