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Kun Yang
Kun Yang
Ph.D.
Adresă de e-mail confirmată pe virginia.edu - Pagina de pornire
Titlu
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Deep reinforcement learning based wireless network optimization: A comparative study
K Yang, C Shen, T Liu
IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops …, 2020
262020
Efficient prompt optimization through the lens of best arm identification
C Shi, K Yang, Z Chen, J Li, J Yang, C Shen
arXiv preprint arXiv:2402.09723, 2024
14*2024
Offline reinforcement learning for wireless network optimization with mixture datasets
K Yang, C Shi, C Shen, J Yang, S Yeh, JJ Sydir
IEEE Transactions on Wireless Communications, 2024
122024
Accelerating hybrid federated learning convergence under partial participation
J Bian, L Wang, K Yang, C Shen, J Xu
IEEE Transactions on Signal Processing, 2024
102024
On the convergence of hybrid server-clients collaborative training
K Yang, S Chen, C Shen
IEEE Journal on Selected Areas in Communications 41 (3), 802-819, 2022
92022
Multi-agent reinforcement learning for wireless user scheduling: performance, scalablility, and generalization
K Yang, D Li, C Shen, J Yang, S Yeh, J Sydir
2022 56th Asilomar Conference on Signals, Systems, and Computers, 1169-1174, 2022
82022
Advancing RAN slicing with offline reinforcement learning
K Yang, SP Yeh, M Zhang, J Sydir, J Yang, C Shen
2024 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2024
42024
On the convergence of hybrid federated learning with server-clients collaborative training
K Yang, C Shen
2022 56th Annual Conference on Information Sciences and Systems (CISS), 252-257, 2022
42022
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
C Shi, K Yang, J Yang, C Shen
arXiv preprint arXiv:2410.09701, 2024
12024
Harnessing the Power of Federated Learning in Federated Contextual Bandits
C Shi, R Zhou, K Yang, C Shen
Harnessing the Power of Federated Learning in Federated Contextual Bandits, 2024
12024
Average Reward Reinforcement Learning for Wireless Radio Resource Management
K Yang, J Yang, C Shen
arXiv preprint arXiv:2501.06700, 2025
2025
Teaching Reinforcement Learning Agents via Reinforcement Learning
K Yang, C Shi, C Shen
2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023
2023
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