Office
Ultra-Intelligent
Computing/Communication
Laboratory
School of Computer
Science and Engineering
College of
Software
Chung-Ang
University
221 Heukseok, Dongjak, Seoul, 156-756
South Korea
E-mail: hmcuong at
uclab.re.kr
Fax: +822 820-5301
Webpage:
http://uc.cse.cau.ac.kr/hmcuong.html
Research Interests :
- Wireless Communications
- Internet of Things
- Machine Learning
- Federated Learning
- Fluid Antenna System
Education :
-
B.S.:
Information Technology, People’s police University of Technology and Logistic, Bacninh, Vietnam, 2019.
-
B.S.:
Information Technology, Hanoi University of Science and Technolog, Hanoi, Vietnam, 2022.
-
M.S.:
Computer Science And Engineering, Chung-Ang University, Seoul, South Korea, 2024.
List of Publications :
International Journals
-
D. Hur, D. Lee, M. C. Ho, W. Noh, and S. Cho,
"Enhancing User Fairness in UAV-Assisted RSMA Networks: A Proximal Policy Optimization Approach,"
to appear in Elsevier Ad Hoc Networks, 2025.
(IF: 4.8, Top 20.9%)
[PDF]
-
M. C. Ho, A.-T. Tran, D. Lee, J. Paek, W. Noh, and S. Cho,
"A DDPG-based Energy Efficient Federated Learning Algorithm with SWIPT and MC-NOMA,"
to appear in Elsevier ICT Express, 2024.
(IF: 5.4, Top 27.80%)
[PDF]
International Conferences
- M. C. Ho and S. Cho,
"Energy-efficient DDPG-based Federated Learning-assisted Fluid Antenna Systems with MC-NOMA,"
in Proc. of IEEE GLOBECOM,
Taipei, Taiwan, December 2025.
[PDF]
- M. C. Ho, T. T. T. Dinh, T. S. Do, and S. Cho,
"Proximal Policy Optimization for Latency Minimization in FL-Assisted Fluid Antenna Systems with MC-NOMA,"
in Proc. of APCC,
Osaka, Japan, November 2025.
[PDF]
- T. S. Do, Q. T. Do, M. C. Ho, M. P. Nguyen, M. M. Islam, and S. Cho,
"Lightweight CNN-Based Semantic Communication for Image AnalysisA,"
in Proc. of ICIT,
Phuket, Thailand, November 2025.
[PDF]
- M. C. Ho, T. T. Win, T. S. Do, W. Na, and S. Cho,
"Energy-efficient DDPG-based UAV-assisted Asynchronous Federated Learning with MC-NOMA in IoT Networks,"
in Proc. of IAAA,
Hanoi, Vietnam, July 2025.
(Best Paper Award)
[PDF]
- U. Sa'ad, T. S. Do, T. P. Truong, Q. T. Do, M. C. Ho, and S. Cho,
"Multi-Task Semantic Communication System for UAV Image Collection,"
in Proc. of IAAA,
Hanoi, Vietnam, July 2025.
[PDF]
- T. T. Win, M. C. Ho, T. P. Truong, S. Hong, and S. Cho,
"A Survey on Energy-Aware Semantic Communication in LEO Satellites for 6G,"
in Proc. of IAAA,
Hanoi, Vietnam, July 2025.
[PDF]
- M. C. Ho and S. Cho,
"Deep Reinforcement Learning-Assisted Resource Allocation for Fluid Antenna System:
Overview, Research Challenges and Future Trends,"
in Proc. of ICAIIC,
Fukuoka, Japan, February 2025.
[PDF] [IEEE Xplore]
- D. Hur, C. Lee, J. Oh, T. P. Truong, M. C. Ho, and S. Cho,
"A Survey on Sum-Rate Maximization Techniques in RSMA Networks,"
in Proc. of ICOIN,
Chiang Mai, Thailand, January, 2025.
[PDF]
- S. Hong, C. Lee, J. Oh, T. P. Truong, M. C. Ho, and S. Cho,
"Survey of Detector Research Trends for BER Minimization in Ambient
Backscatter Communication Systems,"
in Proc. of ICOIN,
Chiang Mai, Thailand, January, 2025.
[PDF]
- M. C. Ho, D. Won, T. P.
Truong, J. Kim, and S.Cho,
"A Review on Resource
Allocation in FL-assisted IoT
Networks: Overview, Research
Challenges and Future
Trends,"
in Proc. of ICMIC,
Kuala Lumpur,
Malaysia, August 2024.
[PDF]
- A.-T. Tran, T. P. Truong, M. C. Ho, T. S. Do, Q. T. Do, D. Won, N. N.
Dao, and S.Cho,
"A DDPG-based
Framework to Optimize Hierarchical
Rate Splitting Multiple
Access,"
in Proc. of ICMIC,
Kuala Lumpur,
Malaysia, August 2024.
[PDF]
- T. P. Truong, N.-P. Tran, C. M. Ho, T. T. H. Pham, A.-T. Tran, and S. Cho,
"Multiple Access in HAP-Enabled Maritime IoT Networks: A Deep Reinforcement Learning Approach,"
in Proc. of ICMIC,
Jeju, South Korea, August 2023.
(Outstanding Paper Award)
[PDF]
- C. M. Ho, D. S. Lakew, A. T. Tran, C. Lee, D. T. Hua, and S. Cho,
"A Review on Unmanned Aerial Vehicle-based
Networks and Satellite-based Networks with
RSMA: Research Challenges and Future Trends,"
in Proc. of ICAIIC,
Bali, Indonesia, February 2023. [PDF] [IEEE Xplore]
- C. M. Ho, T. V. Nguyen, C. Lee, T. M. T. Nguyen, and S. Cho,
"Cooperative User Relaying with RSMA for 6G Networks: Overview, Research, and Future Trends,"
in Proc. of ICOIN,
Bangkok, Thailand, January 2023. [PDF] [IEEE Xplore]
- D. T. Hua, Q. T. Do, T. V. Nguyen, C. M. Ho, and S. Cho,
"Trajectory Design in multi-UAV-assisted RSMA Downlink Communication,"
in Proc. of ICTC
, Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
- C. M. Ho, A. T. Tran, C. Lee, D. T. Hua, and S. Cho,
"Handover in Mobility-Aware Caching Strategy for LEO Satellite-based Overlay System with Content Delivery Network,"
in Proc. of ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc)
, Seoul, Korea, October 2022. [PDF] [ACM Digital Library]
Korean Conferences
- Thwe Thwe Win, Manh Cuong Ho, 김주영, 조성래,
"A Study on Multi-Modal Aspects in Semantic Communication and Task Offloading,"
통신정보 합동학술대회, 속초, April 2025. [PDF]
- Manh Cuong Ho, 이동현, 허동현, 김가현, 조성래,
"A Review on Fluid Antenna Multiple Access: Overview, Research Challenges and Future Trends,"
한국통신학회 추계종합학술발표회, 경주<, November
2024. [PDF]
- 김가현, 이동현, Manh Cuong Ho, 김주영, 조성래,
"Licklider Transmission Protocol: 소개 및 연구 동향 조사,"
한국통신학회 추계종합학술발표회, 경주<, November
2024. [PDF]
- Manh Cuong Ho, Anh Tien Tran, 이충현, Thanh Phung Truong, 김가현, 서정택, 권구락, 조성래,
"Sum Rate Maximization in UAV-aided FL Systems with MC-NOMA,"
한국통신학회 하계종합학술발표회, 제주도, June
2024. [PDF]
- Manh Cuong Ho, 이동현, Quang Tuan Do, Tung Son Do, 김동완, 조성래,
"Delay Minimization in Uplink
UAV-aided FL Systems with MC-NOMA,"
한국통신학회 하계종합학술발표회, 제주도, June
2024. [PDF]
- Cuong Manh Ho, The Vi Nguyen, 이충현, Nguyen
Thi My Tuyen, 조성래,
"심층강화학습을 사용한 단말 간 캐싱 시스템을 위한 콘텐츠
배치 기법,"
한국통신학회 하계종합학술발표회, 제주도, June
2022. [PDF]
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