城大首頁

吳曉鋒 助理教授


吳曉鋒 博士

助理教授 碩導

 

個人主頁： https://shizukanaskytree.github.io/

學校郵箱：xiaofengwu@cityu.edu.mo

辦公電話：(853)8590 2260

辦公地址：澳門城市大學(氹仔)何鴻燊樓S501室

 

學歷

2023 深度學習系統博士, 得克薩斯大學阿靈頓分校, 美國

2016 集成電路系統碩士, 早稻田大學, 日本

2015 電子科學與技術學士, 東南大學, 中國

 

現任

澳門城市大學數據科學學院助理教授

 

研究方向

深度學習系統(MLSys), 大模型訓練和推理

 

研究及出版

  1. [ECCV’24] Xiaofeng Wu, Velibor Bojkovic, Bin Gu, Kun Suo, Kai Zou. FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion. In European Conference on Computer Vision.  2024. (TH-CPL A类)
  2. Suo, Kun, Long Vu, Md Romyull Islam, Nobel Dhar, Tu N. Nguyen, Selena He, and Xiaofeng Wu. "A Systematic Investigation of Hardware and Software in Electric Vehicular Platform." In Proceedings of the 2024 ACM Southeast Conference on ZZZ, pp. 9-17. 2024.
  3. Dhar, Nobel, Bobin Deng, Dan Lo, Xiaofeng Wu, Liang Zhao, and Kun Suo. "An Empirical Analysis and Resource Footprint Study of Deploying Large Language Models on Edge Devices." In Proceedings of the 2024 ACM Southeast Conference on ZZZ, pp. 69-76. 2024.
  4. [Middleware’21] Wu, X., Rao, J., Chen, W., Huang, H., Ding, C., & Huang, H. (2021, December). Switchflow: preemptive multitasking for deep learning. In Proceedings of the 22nd International Middleware Conference (pp. 146-158). [Best paper award (1 out of 107 submissions)] (CCF B)
  5. [HPDC’21] Huang, H., Rao, J., Wu, S., Jin, H., Jiang, H., Che, H., & Wu, X. (2021, June). Towards exploiting CPU elasticity via efficient thread oversubscription. In Proceedings of the 30th International Symposium on High-Performance Parallel and Distributed Computing (pp. 215-226). (CCF B)
  6. [HPDC’19] Zhao, Y., Suo, K., Wu, X., Rao, J., Wu, S., & Jin, H. (2019, June). Preemptive multi-queue fair queuing. In Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing (pp. 147-158). (CCF B)
  7. [HPDC’19] Huang, H., Rao, J., Wu, S., Jin, H., Suo, K., & Wu, X. (2019, June). Adaptive resource views for containers. In Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing (pp. 243-254). (CCF B)
  8. [HotCloud’18] Wu, X., Suo, K., Zhao, Y., & Rao, J. (2018). A Side-channel Attack on {HotSpot} Heap Management. In 10th USENIX Workshop on Hot Topics in Cloud Computing.

 

學術獎項

2021 22nd International Middleware Conference Best paper award

2013年全國大學生電子設計競賽江蘇省一等獎, 國家級二等獎

博世獎學金 (2014年)

 

項目基金

澳門科學技術發展基金-科技創新提升計劃2023年度獲批項目[0055/2023/ITP2] 利用搶佔式多任務處理提升深度學習系統資源調度效率 (項目負責人)