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
Fingerprint
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Collaborations and top research areas from the last five years
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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Fast Beamforming Power Minimization in NOMA Unicast and Multicast Systems With Rate Guarantees
Gau, R. H. & Chiu, H. M., 2025, In: IEEE Transactions on Wireless Communications. 24, 4, p. 3242-3257 16 p.Research output: Contribution to journal › Article › peer-review
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Opportunistic Over-Provision for Minimizing Transmit Power with Long-Term Average Rate Guarantees in STAR-RIS Communication Systems
Lai, C. H. & Gau, R. H., 2025, ICC 2025 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6173-6178 6 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Transmit Beamforming for Covert Wireless Communication with an Internal Eavesdropper
Gau, R. H., 2025, 2025 IEEE 101st Vehicular Technology Conference, VTC 2025-Spring 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Edge-to-cloud Latency Aware User Association in Wireless Hierarchical Federated Learning
Gau, R. H., Liang, D. C., Wang, T. Y. & Liu, C. H., 2024, 2024 IEEE 99th Vehicular Technology Conference, VTC2024-Spring 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Transformer-Assisted Deep Reinforcement Learning for Distributed Latency-Sensitive Task Offloading in Mobile Edge Computing
Li, Y. S. & Gau, R. H., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2944-2949 6 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations