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Hongbo Li

Orcid: 0000-0001-8173-234X

Affiliations:
  • Singapore University of Technology and Design, Pillar of Engineering Systems and Design, Singapore


According to our database1, Hongbo Li authored at least 13 papers between 2023 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Theoretical Analysis of Mixture-of-Experts in Mobile Edge Computing.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
IEEE Trans. Netw., 2026

2025
Mixture-of-Transformers Learn Faster: A Theoretical Study on Classification Problems.
[BibTeX]
[DOI]
Hongbo Li
,
Qinhang Wu
,
Sen Lin
,
Yingbin Liang
,
Ness B. Shroff
CoRR, October, 2025

Competitive Multi-Armed Bandit Games for Resource Sharing.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
IEEE Trans. Mob. Comput., September, 2025

Provable In-Context Learning of Nonlinear Regression with Transformers.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
,
Yingbin Liang
CoRR, July, 2025

To Optimize Human-in-the-Loop Learning in Repeated Routing Games.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
IEEE Trans. Mob. Comput., April, 2025

To Analyze and Regulate Human-in-the-Loop Learning for Congestion Games.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
IEEE Trans. Netw., 2025

To Theoretically Understand Transformer-Based In-Context Learning for Optimizing CSMA.
[BibTeX]
[DOI]
Shugang Hao
,
Hongbo Li
,
Lingjie Duan
Proceedings of the Twenty-sixth International Symposium on Theory, 2025

Theory of Mixture-of-Experts for Mobile Edge Computing.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
Proceedings of the IEEE INFOCOM 2025, 2025

Theory on Mixture-of-Experts in Continual Learning.
[BibTeX]
[DOI]
Hongbo Li
,
Sen Lin
,
Lingjie Duan
,
Yingbin Liang
,
Ness B. Shroff
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Human-in-the-Loop Learning for Dynamic Congestion Games.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
IEEE Trans. Mob. Comput., December, 2024

Distributed Learning for Dynamic Congestion Games.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
Proceedings of the IEEE International Symposium on Information Theory, 2024

2023
Online Pricing Incentive to Sample Fresh Information.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
IEEE Trans. Netw. Sci. Eng., 2023

When Congestion Games Meet Mobile Crowdsourcing: Selective Information Disclosure.
[BibTeX]
[DOI]
Hongbo Li
,
Lingjie Duan
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023


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