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Dr Yanwen Mao

Assistant Professor in Computer Science, Assistant Professor in Computer Science

20162025

Research activity per year

Personal profile

Personal profile

Hiiiiiiii! This is Yanwen Mao. I joined University of Nottingham, Ningbo, China on June 2025 as an assistant professor. Before that, I received my Bachelor's degree from Shanghai Jiaotong University in 2017, my master's and Ph.D. degree from University of California, Los Angeles in 2019 and 2022, respectively. From 2022 to 2025, I joined Huawei as a member of the top talent program.

During my Ph.D., I published eight publications in top conferences and journals, including IEEE Transactions on Automatic Control and Automatica, as first author. At Huawei, I developed an optimization algorithm for a massive-scale 5G network that delivered 4.87% energy savings over a week-long operational period. This achievement was recognized with the prestigious Huawei President Award, one of the company's highest honors.

 

Research Interests

My research interest  is two-fold:

(1)  Security and communication-efficiency aspects of federated learning, and their applications to financial areas.

(2)  Applying generative and non-generative models to develop blockchain strategies.

Federated learning and blockchain techniques enable model training across decentralized devices while keeping data localized. In today’s world, where privacy concerns and data regulations are paramount, FL allows AI systems to learn without compromising sensitive user information and reduces the need for massive centralized datasets, computational powers, and enhancing security.

Also, please let me know if you are interested in Diffusion Policy.

 

Teaching

Teaching:

I teach in the areas of  Databases and Interfaces (DBI) and Software Engineering (SE). I also have a passion for math-related modules.

Modules: 

  • Databases and Interfaces (COMP1048)
  • Software Engineering

 

 

Education/Academic qualification

PhD

26 Mar 20199 Sept 2022

Award Date: 9 Sept 2022

Master

18 Sept 201725 Mar 2019

Award Date: 25 Mar 2019

Bachelor

1 Sept 201330 Jun 2017

Award Date: 30 Jun 2017

Disciplines

  • Computer Science and Engineering
  • Control Science and Engineering
  • Cyberspace Security

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Collaborations and top research areas from the last five years

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  • Decentralized Optimization Resilient Against Local Data Poisoning Attacks

    Mao, Y., Data, D., Diggavi, S. & Tabuada, P., 2025, In: IEEE Transactions on Automatic Control. 70, 1, p. 81-96 16 p.

    Research output: Journal PublicationArticlepeer-review

    1 Citation (Scopus)
  • Decentralized Secure State-Tracking in Multiagent Systems

    Mao, Y. & Tabuada, P., 1 Jul 2023, In: IEEE Transactions on Automatic Control. 68, 7, p. 4053-4064 12 p.

    Research output: Journal PublicationArticlepeer-review

    11 Citations (Scopus)
  • Decentralized Learning Robust to Data Poisoning Attacks

    Mao, Y., Data, D., Diggavi, S. & Tabuada, P., 2022, 2022 IEEE 61st Conference on Decision and Control, CDC 2022. Institute of Electrical and Electronics Engineers Inc., p. 6788-6793 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2022-December).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • On the computational complexity of the secure state-reconstruction problem

    Mao, Y., Mitra, A., Sundaram, S. & Tabuada, P., Feb 2022, In: Automatica. 136, 110083.

    Research output: Journal PublicationArticlepeer-review

    Open Access
    29 Citations (Scopus)
  • Decentralized Resilient State-Tracking

    Mao, Y. & Tabuada, P., 2021, 60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc., p. 3480-3485 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2021-December).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)