Research output per year
Research output per year
Personal profile
Author IDs
Scopus Author ID: 57189661139
Impact
Qualifications (Brief)
BEng NUPT, MSc PhD CMU
Research Interests/Areas
- Machine Learning
- Networking
- Distributed Systems
- Edge Computing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
Liu, X., Wang, S., Zuo, J., Zhong, H., Wang, X., Wang, Z., Li, S., Hajiesmaili, M., Lui, J. C. S. & Chen, W., Jul 2024, Proceedings of the 41st International Conference on Machine Learning. p. 32139-32172 (Proceedings of Machine Learning Research; vol. 235).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT
Hu, Y., Zuo, J., Zhao, A., Iannucci, B. & Joe-Wong, C., 2024, Proceedings - 2024 IEEE International Workshop on Foundation Models for Cyber-Physical Systems and Internet of Things: FMSys 2024. IEEE, p. 1-6 (Proceedings - IEEE International Workshop on Foundation Models for Cyber-Physical Systems and Internet of Things, FMSys).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Edge-MSL: Split Learning on the Mobile Edge via Multi-Armed Bandits
Kim, T., Zuo, J., Zhang, X. & Joe-Wong, C., 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, p. 391-400 (Proceedings - IEEE INFOCOM).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Citation (Scopus) -
Learning Context-Aware Probabilistic Maximum Coverage Bandits: A Variance-Adaptive Approach
Liu, X., Zuo, J., Wang, J., Wang, Z., Xu, Y. & Lui, J. C. S., 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, p. 2189-2198 (Proceedings - IEEE INFOCOM).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Citation (Scopus) -
Learning With Side Information: Elastic Multi-Resource Control for the Open RAN
Zhang, X., Zuo, J., Huang, Z., Zhou, Z., Chen, X. & Joe-Wong, C., Feb 2024, In: IEEE Journal on Selected Areas in Communications. 42, 2, p. 295-309Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus)