Xiumei Deng

Xiumei Deng

Singapore University of Technology and Design

I am currently a postdoctoral research fellow at the Singapore University of Technology and Design, honored to work with Prof. Zehui Xiong. I received the Ph.D. degree in Information and Communications Engineering from Nanjing University of Science and Technology, Nanjing, China, in 2024, supervised by Prof. Jun Li. Before that, I received the B.E. degree in Electronic Information Engineering from Nanjing University of Science and Technology, in 2018. From Jan. 2018 to Jun. 2018, I was an exchange student at Technische Universität München, Germany, supervised by Prof. Thomas F. Eibert.

My research interests mainly focus on Edge Generative AI, Mobile On-Device Large Language Models, Distributed Machine Learning, Network Optimization, and Blockchain.

If you're interested in my research or just want to have a chat, please feel free to drop me an email at xiumei_deng@sutd.edu.sg. I'm always happy to make new connections and swap ideas. Looking forward to some inspiring exchanges!

📝 Publications

  • Kecheng Fan, Wen Chen, Jun Li, Xiumei Deng, Xuefeng Han, Ming Ding, Mobility-aware joint user scheduling and resource allocation for low latency federated learning, IEEE/CIC International Conference on Communications in China (ICCC), 2023.

  • Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen, Low-latency federated learning with DNN partition in distributed industrial IoT networks, IEEE Journal on Selected Areas in Communications, 2022.

  • Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen, H Vincent Poor, Blockchain assisted federated learning over wireless channels: Dynamic resource allocation and client scheduling, IEEE Transactions on Wireless Communications, 2022.

  • Taotao Wang, Long Shi, Jessie Hui Wang, Zhe Wang, Xiumei Deng, Jun Li, Shengli Zhang, Building trust via blockchain in UAV‐assisted ultra‐dense 6G cellular networks, IET Blockchain, 2022.

  • Xiumei Deng, Jun Li, Long Shi, Zhe Wang, Jessie Hui Wang, Taotao Wang, On dynamic resource allocation for blockchain assisted federated learning over wireless channels, IEEE International Conferences on Cyber, Physical and Social Computing (CPSCom), 2021.

  • Xiumei Deng, Jun Li, Long Shi, Zhiqiang Wei, Xiaobo Zhou, Jinhong Yuan, Wireless powered mobile edge computing: Dynamic resource allocation and throughput maximization, IEEE Transactions on Mobile Computing, 2020.

🎖 Honors and Awards

  • 2022.11: NR Electric Scholarship for Doctoral Students, Awarded by NR Electric Co., Ltd
  • 2021.12: Best Paper Award Runner-up, Awarded by the 14th IEEE International Conferences on Cyber, Physical and Social Computing (IEEE CPSCom 2021)
  • 2021.11: Glarun Scholarship for Doctoral students, Awarded by CETC The 14TH Research Institute
  • 2021-2023: Outstanding Doctoral Program, Awarded by Nanjing University of Science and Technology

📖 Educations

  • 2024.06 - now: Post-doctoral research Fellow, Singapore University of Technology and Design, Singapore
  • 2018.09 - 2024.03: Ph.D., Nanjing University of Science and Technology, Nanjing, China
  • 2014.09 - 2018.06: B.E., Nanjing University of Science and Technology, Nanjing, China
  • 2011.09 - 2014.06: High school, Haian Senior School of Jiangsu Province, Nantong, China