Yunfeng Li

Yunfeng Li

ICE PhD Student @ SZU; Research Assistant @ HKU; Research Scholar @ UCSB

Yunfeng Li (李云峰)



Bio

Yunfeng Li is a 3rd year PhD student at the Department of Electronics and Information Engeneering @ SZU; Research Assistant at the Department of Electrical and Electronic Engeneering @ HKU; Research Scholar at the Department of Computer Science, UC Santa Barbara. Starting from 2016. He got his B.E. @ JXNU. At SZU, Yunfeng is working with Prof Shengli Zhang. At HKU, Yunfeng is working with Prof Yunhe Hou. At UCSB, Yunfeng is working with Prof Yufei Ding. Yunfeng’s research interests include high-performance computing, Federated Learning, Quamtum Computing and end-to-end optimization for deep learning.

      Motto：  “Try to learn something about everything and everything about something.”
                                 —Thomas Henry Huxley (1825 - 1895)
                “已欲立而立人，已欲达而达人”
                                 — Confucius (551 BC - 479 BC)

Below are some of his recent projects:

  • Cyber Security detection based on Ensemble Learning.
  • Privacy Protection based on Federated Learning.
  • Photovoltaic Power Forecasting With a Hybrid Deep Learning.
  • System design for Deep Learning Recommendation Model (DLRM).


Award & Honors

  • [01/12/21] Innovation and Entrepreneurship Mentor of Shenzhen University.
  • [15/10/21] Expert of Science and Technology Innovation Bureau, Longgang District, Shenzhen.
  • [27/12/22] Nominated by Shenzhen Young Entrepreneur Person.
  • [15/11/15] National second-level athlete.


News

  • [06/22/21] Our EL-Rec paper has been accepted to SC’22.
  • [06/09/22] Our Faith paper has been accepted to USENIX ATC’22.


Internship

  • [06/2022-09/2022] Research Intern, Pacific Northwest National Laboratory (PNNL).
  • [11/2020-01/2021] Engineering Intern, Tencent.


Project

  • [05/2019-05/2022] Research on AI sports equipment and VR sports products in Guoheng Technology Group (Shenzhen) Co., Ltd.
  • [07/2019-01/2015] Research on intelligent stadium system and physical education system in Jiangxi Cale Sports Industry Co., Ltd..


Professional Services

  • [06/2022] SIGCOMM’22 Artifact Evaluation Committee Member
  • [05/2020] IEEE student member
  • [04/2022] Teaching Assistant of CS160 (Translation of Programming Languages)


Publication

[Energy’2021] Yunfeng Li, Wenli Xue, Ting Wu, Huaizhi Wang,Bin Zhoue, Saddam Aziz. Intrusion detection of cyber physical energy system based on multivariate ensemble classification.

[IEEE’2021] Yunfeng Li, Xiaolin Li, Gangqiang Li, Zhitao Li. Privacy Protection in Prosumer Energy Management Based on Federated Learning.

[IEEE’2021] Gangqiang Li, Sen Xie, Bozhong Wang, Jiantao Xin, Yunfeng Li, Shengnan Du. Photovoltaic Power Forecasting With a Hybrid Deep Learning Approach.