Ningxin Su

Contact info: ningxin.su@mail.utoronto.ca · Google Scholar · LinkedIn
Current location: Toronto, Canada

At a Glance

I am currently a fourth-year Ph.D. Candidate in the Department of Electrical and Computer Engineering, University of Toronto, under the supervision of Prof. Baochun Li in the iQua research group. I received my M.E. and B.E. degrees from The University of Sheffield and Beijing University of Posts and Telecommunications in 2020 and 2019, respectively. My research areas include the metaverse, networking, distributed machine learning and federated learning.

Ningxin’s Curriculum Vitae as of Feb 2024.

Publications

Journal Papers

Ningxin Su, Baochun Li. “MLOps in the Metaverse: Human-Centric Continuous Integration,” in IEEE Journal on Selected Areas in Communications, Special issue on Human-Centric Communication and Networking for Metaverse over 5G and Beyond Networks, September 2023.

Conference Papers

Ningxin Su, Chenghao Hu, Baochun Li, Bo Li. “Titanic: Towards Production Federated Learning with Large Language Models,” in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2024.

Baochun Li, Ningxin Su, Chen Ying, Fei Wang. “Plato: An Open-Source Research Framework for Production Federated Learning,” in the Proceedings of ACM Turing Award Celebration Conference (TURC), Wuhan, China, July, 2023.

Ningxin Su, Baochun Li, Bo Li. “Multi-Server Stable Rendezvous for the Metaverse,” in the Proceedings of IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom), Kyoto, Japan, June 26 – 28, 2023 (Best Paper Award). [Slides]

Ningxin Su, Baochun Li. “Asynchronous Federated Unlearning,” in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), New York, USA, May 17 – 20, 2023. [Project][Slides][Code]

Ningxin Su, Baochun Li. “How Asynchronous can Federated Learning Be?” in the Proceedings of IEEE/ACM International Symposium on Quality of Service (IWQoS), Virtual Conference, June 10 – 12, 2022. [Project][Slides] [Code]

Projects · Teaching · Professional Services · About Me