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                                                                                OfficeUltra-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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