Projects per year
Personal profile
Research Interests
Communications, Networking and Information Processing
Experience
2002/2~2005/7 Assistant Professor, Graduate Institute of Communications Engineering, National Sun Yat-Sen University
2005/8~2006/1 Assistant Professor, Department of Computer Science and Engineering, National Sun Yat-Sen University
2006/2~2009/1 Associate Professor, Department of Computer Science and Engineering, National Sun Yat-Sen University
2009/2~2009/7 Professor, Department of Computer Science and Engineering, National Sun Yat-Sen University
2009/8~present Professor, Graduate Institute of Communications Engineering, National Chiao Tung University
Education/Academic qualification
PhD, Electrical and Computer Engineering, Cornell University
External positions
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 25 Finished
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Optimization and Machine Learning for UAV-assisted NOMA Wireless Relay Networks
Gau, R.-H. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Optimization and Machine Learning for UAV-assisted NOMA Wireless Relay Networks
Gau, R.-H. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Optimization and Machine Learning for UAV-assisted NOMA Wireless Relay Networks
Gau, R.-H. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Large-Scale Stochastic Optimization for AI: Theory, Algorithms, and Software
Gau, R.-H. (PI)
1/01/21 → 31/12/21
Project: Government Ministry › Other Government Ministry Institute
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Large-Scale Stochastic Optimization for AI: Theory, Algorithms, and Software
Gau, R.-H. (PI)
1/01/20 → 31/12/20
Project: Government Ministry › Other Government Ministry Institute
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MMSE Threshold-based Power Control for Wireless Federated Learning
Hsu, Y. S. & Gau, R. H., 2023, 2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optimal Power Allocation and Rate Combination in X-Type NOMA Wireless Relay Networks
Gau, R. H., 1 Nov 2023, In: IEEE Wireless Communications Letters. 12, 11, p. 1966-1970 5 p.Research output: Contribution to journal › Article › peer-review
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Local Loss-Assisted Dynamic Client Selection for Image Classification-Oriented Federated Learning
Ong, S. C. & Gau, R. H., 2022, ICC 2022 - IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., p. 4769-4774 6 p. (IEEE International Conference on Communications; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Scopus citations -
Machine Learning-based MIMO Signal Detection in Wireless Networks with Random Traffic
Lai, P. Y. & Gau, R. H., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2298-2303 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Modeling and Analysis of Intermittent Federated Learning Over Cellular-Connected UAV Networks
Liu, C. H., Liang, D. C., Gau, R. H. & Wei, L., 2022, 2022 IEEE 95th Vehicular Technology Conference - Spring, VTC 2022-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access