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- | =====Wenlai's CV===== | + | =====Wenlai Zhao===== |
{{my:photo.jpeg?100*100 }} | {{my:photo.jpeg?100*100 }} | ||
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====Education Background==== | ====Education Background==== | ||
- | ^ Time ^ Degree ^ University ^ Supervisor ^ | + | ^ Time ^ Degree ^ University ^ Supervisor ^ |
| 2011 - 2018 | Ph.D in Computer Science & Technology | Tsinghua University | Prof.Guangwen Yang & Prof.Haohuan Fu | | | 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 | | | 2015 - 2016 | Visiting Ph.D in Custom Computing | Imperial College London | Prof. Wayne Luk | | ||
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====Work & Research Experience==== | ====Work & Research Experience==== | ||
- | ^ Time ^ Institute ^ Position ^ Research Area ^ | + | ^ Time ^ Institute ^ Position ^ Research Area ^ |
- | | 2018 - now | National Supercomputing Center in Wuxi (NSCCWX) | Deputy Director of AI R&D Department | Basic Software Stack for High Performance AI Accelerator | | + | | 2020 - now | Department of Computer Science, Tsinghua University | Assistant Professor | High Performance AI Systems & Applications | |
- | | 2018 - 2020 | Department of Computer Science, Tsinghua University | Postdoc Research Fellow | High Performance AI System | | + | | 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 | | | 2016 - 2018 | National Supercomputing Center in Wuxi (NSCCWX) | Leader of AI R&D Group | AI Platform on the Sunway TaihuLight Supercomputer | | ||
====Academic Service==== | ====Academic Service==== | ||
- | ^ Time ^ Organization ^ Position ^ | + | ^ Time ^ Organization ^ Position ^ |
| 2018 | ACM Transactions on Reconfigurable Technology and Systems (TRETS) | Invited Reviewer | | | 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) | | | 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 | 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==== | ====Publications==== | ||
- | [[https://scholar.google.com/citations?user=owctMYYAAAAJ|More on Google Scholar]] | + | More details on [[https://scholar.google.com/citations?user=owctMYYAAAAJ|Google Scholar]] or [[https://dblp.org/pers/hd/z/Zhao:Wenlai | dblp]]. |
- Teng Yu, **Wenlai Zhao***, Pan Liu, etc., {{ my:2020-tpds_autokmeans.pdf | "Large-Scale Automatic K-Means Clustering for Heterogeneous Many-Core Supercomputer"}}[J]. IEEE Transactions on Parallel and Distributed Systems (TPDS) 2020 | - Teng Yu, **Wenlai Zhao***, Pan Liu, etc., {{ my:2020-tpds_autokmeans.pdf | "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, {{ my:2020-wirless.pdf | "Cognitive-Caching: Cognitive Wireless Mobile Caching by Learning Fine-Grained Caching-Aware Indicators"}}[J], IEEE Wireless Communications 2020 | - Yixue Hao, Min Chen, Donggang Cao, **Wenlai Zhao**, Ivan Petrov, Vitaly Antonenko, Ruslan Smeliansky, {{ my:2020-wirless.pdf | "Cognitive-Caching: Cognitive Wireless Mobile Caching by Learning Fine-Grained Caching-Aware Indicators"}}[J], IEEE Wireless Communications 2020 | ||
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- Ouyi Li, **Wenlai Zhao***, Xuancheng Huang, etc., {{ my : 2-5-iccs2019.pdf | "Scaling the Training of Recurrent Neural Networks on Sunway TaihuLight Supercomputer"}}[C]. International Conference on Computational Science (ICCS) 2019 | - Ouyi Li, **Wenlai Zhao***, Xuancheng Huang, etc., {{ my : 2-5-iccs2019.pdf | "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., {{ my : icpp19-swatop.pdf | "swATOP: Automatically optimizing deep learning operators on SW26010 many-core processor"}}[C]. Proceedings of the 48th International Conference on Parallel Processing (ICPP) 2019 | - Wei Gao, Jiarui Fang, **Wenlai Zhao**, Jinzhe Yang, etc., {{ my : icpp19-swatop.pdf | "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, {{my:2019-ics-thundergpu.pdf | 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., {{ my:2-3-taco18.pdf | "Optimizing Convolutional Neural Networks on Sunway TaihuLight Supercomputer"}}[J], ACM Transactions on Architecture and Code Optimization (TACO) 2018 | - **Wenlai Zhao**, Haohuan Fu, Jiarui Fang, etc., {{ my:2-3-taco18.pdf | "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., {{ my:2-4-kmeans.pdf | "Large-Scale Hierarchical k-means for Heterogeneous Many-Core Supercomputers"}}[C], Supercomputing (SC) 2018 | - Liandeng Li, Teng Yu, **Wenlai Zhao**, Haohuan Fu, etc., {{ my:2-4-kmeans.pdf | "Large-Scale Hierarchical k-means for Heterogeneous Many-Core Supercomputers"}}[C], Supercomputing (SC) 2018 |