Sheng Hua（华盛）

Sheng Hua（华盛）

Now An Independent Researcher

About Me

I am currently fascinated by how technologies in the AI era can fully unleash their potential, especially in terms of corporate operational value and human-AI collaboration. At present, I am actively seeking PhD opportunities in the fields of OM/MIS at business school. If you are interested in my experiences or have suitable opportunities, please feel free to reach out to me.

Previously, I worked in an Internet giant for 3 years. I graduated from School of Information Science Technology, ShanghaiTech University (上海科技大学信息学院) with a master’s degree in 2021, advised by Yuanming Shi (石远明) and Yong Zhou(周勇); and from the School of Computer Science and Technology, Xidian University (西安电子科技大学计算机学院) with a bachelor’s degree in 2018, advised by Xiaoke Ma (马小科).

Download CV.pdf

Research

Journal Publications

  1. Sheng Hua, Yong Zhou, Kai Yang, Yuanming Shi, and Kunlun Wang. “Reconfigurable intelligent surface for green edge inference.” IEEE Transactions on Green Communications and Networking 2021. (JCR Q1, Impact Factor=5.3) [Link] [Pdf]
  2. Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, and Khaled B. Letaief. “Sparse optimization for green edge AI inference.” Journal of Communications and Information Networks 2020. (SJR Q1, Impact Factor=5.2) [Link] [Pdf]

Peer-Reviewed Conference Proceedings

  1. Sheng Hua, Kai Yang, and Yuanming Shi. “On-device federated learning via second-order optimization with over-the-air computation.” In proceedings of 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall). [Link] [Slides]
  2. Sheng Hua, Xiangyu Yang, Kai Yang, Gao Yin, Yuanming Shi, and Hao Wang. “Deep learning tasks processing in fog-RAN.” In proceedings of 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall). [Link] [Slides]
  3. Sheng Hua, and Yuanming Shi. “Reconfigurable intelligent surface for green edge inference in machine learning.” In proceedings of 2019 IEEE GlobeCom Workshops (GC Wkshps). [Link] [Slides]

Work in Progress

  1. “When AI Takes the Wheel: The Effectiveness of AI vs. Human-generated Content in Tourism Marketing”, with Chengxi Li, Qi Cao, Willie Tao. Manuscript writing, invited to submit to Journal of Vacation Marketing: Special Issue on Social Media and Tourism Marketing. [Link]

Teaching Experience

As a Teaching Assistant for Undergraduate Course, ShanghaiTech University

  • Probability Theory and Mathematical Statistics, Fall 2019

Selected Honors & Awards

As a Graduate Student

  • Excellent Graduate Student (优秀毕业生, Top 5%), 2021
  • National Scholarship for Graduate Students (研究生国家奖学金, Top 2%), 2020
  • Outstanding Student (上科大三好学生, Top 5%), 2019

As an Undergraduate Student

  • Excellent Undergraduate (优秀毕业生, Top 2%), 2018
  • Special Scholarship (特等奖学金, Top 5%), 2017
  • First Level Scholarship (一等奖学金, Top 10%), 2015, 2016

Miscellaneous

I’m excited to share that I’m currently involved in several intriguing projects. One that I’m particularly passionate about is Life Digitalization, which seeks to transform all the information I encounter daily into a digital format. Stay tuned for updates right here on my homepage!