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Hi! I am currently a fourth-year Ph.D. student in Department of Computer Science at University of Pittsburgh, advised by Dr. Xulong Tang. I received my B.E. and M.S. degree from the College of Intelligence and Computing, Tianjin University in 2017 and 2020, respectively.
My research interests lie primarily in the area of computer architecture, with a focus on virtual memory and address translation for multi-GPU.
News!
- 10/2023: One paper is accepted by HPCA 2024. Thanks to all collaborators!
- 07/2023: One paper is accepted by MICRO 2023. Thanks to all collaborators!
- 06/2023: Awarded the CS50 Outstanding Research Fellowship.
- 04/2023: Gave a talk on address translation in multi-GPU at Tianjin University.
- 02/2023: One paper is accepted by DAC 2023. Thanks to all collaborators!
- 10/2022: One paper is accepted by HPCA 2023. Thanks to all collaborators!
- 04/2022: Awarded the CS50 Outstanding Research Fellowship.
- 03/2022: One paper is accepted by WWW 2022 workshop. Thanks to all collaborators!
- 07/2021: One paper is accepted by MICRO 2021. Thanks to all collaborators!
Publications
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GRIT: Enhancing Multi-GPU Performance with Fine-Grained Dynamic Page Placement [slides] Yueqi Wang*, Bingyao Li*, Aamer Jaleel, Jun Yang, and Xulong Tang The 30th IEEE International Symposium on High-Performance Computer Architecture * The authors contribute equally. HPCA 2024 |
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IDYLL: Enhancing Page Translation in Multi-GPUs via Light Weight PTE Invalidations [slides] Bingyao Li, Yanan Guo, Yueqi Wang, Aamer Jaleel, Jun Yang, and Xulong Tang In Proceedings of the 56th IEEE/ACM International Symposium on Microarchitecture MICRO 2023 |
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Orchestrated Scheduling and Partitioning for Improved Address Translation in GPUs Bingyao Li, Yueqi Wang, and Xulong Tang The 60th Design Automation Conference DAC 2023 |
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Trans-FW: Short Circuiting Page Table Walk in Multi-GPU Systems via Remote Forwarding [slides] Bingyao Li, Jieming Yin, Anup Holey, Youtao Zhang, Jun Yang, and Xulong Tang The 29th IEEE International Symposium on High-Performance Computer Architecture HPCA 2023 |
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Optimizing Data Layout for Training Deep Neural Networks Bingyao Li*, Qi Xue*, Geng Yuan*, Sheng Li, Xiaolong Ma, Yanzhi Wang, and Xulong Tang The ACM Web Conference Workshop * The authors contribute equally. WWW 2022 workshop |
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Improving Address Translation in Multi-GPUs via Sharing and Spilling aware TLB Design [slides] Bingyao Li, Jieming Yin, Youtao Zhang, and Xulong Tang In Proceedings of the 54th IEEE/ACM International Symposium on Microarchitecture MICRO 2021 |
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mcatCS: A Highly Efficient Cross-Matching Scheme for Multi-Band Astronomical Catalogs Bingyao Li, Ce Yu, Chen Li, Xiaoteng Hu, Jian Xiao, Shanjiang Tang, Chenzhou Cui, and Dongwei Fan Publication of the Astronomical Society of the Pacific, 2019, 131(999) |
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Astronomical Data Fusion: Recent Progress and Future Prospects - A Survey Ce Yu, Bingyao Li, Jian Xiao, Chao Sun, Shanjiang Tang, Chongke Bi, Chenzhou Cui, and Dongwei Fan Springer Experimental Astronomy, 2019(6) |
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An Efficient Retrieval Method for Astronomical Catalog Time Series Data Bingyao Li, Ce Yu, Xiaoteng Hu, Jian Xiao, Shanjiang Tang, Lianmeng Li, and Bin Ma 18th International Conference on Algorithms and Architectures for Parallel Processing ICA3PP 2018 |
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GAIDR: An Efficient Time Series Subsets Retrieval Method for Geo-Distributed Astronomical Data Xiaoteng Hu, Ce Yu, Bingyao Li, Shanjiang Tang, Jian Xiao, and Yanyan Huang 20th IEEE International Conference on High Performance Computing and Communications HPCC 2018 |
Teaching
- CS1550: Introduction to Operating System Fall 2021, Teaching Assistant, University of Pittsburgh
Awards & Honors
- CS50 Outstanding Research Fellowship, University of Pittsburgh, 2022, 2023
- SCI Fellowship, University of Pittsburgh, 2020
- National Scholarship, Ministry of Education of China, 2019
- Graduate First Prize Scholarship, Tianjin University, 2017, 2019