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ORCIDChoong Seon Hong
Choong Seong Hong – Choongseon Hong
Person information
- affiliation: Kyung Hee University, Department of Computer Science and Engineering, Yongin, South Korea
- affiliation (PhD 1997): Keio University, Department of Instrumentation Engineering, Yokohama, Japan
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2020 – today
- 2026
[j350]Loc X. Nguyen
, Avi Deb Raha, Pyae Sone Aung, Dusit Niyato, Zhu Han, Choong Seon Hong:
A Contemporary Survey on Semantic Communications: Theory of Mind, Generative AI, and Deep Joint Source-Channel Coding. IEEE Commun. Surv. Tutorials 28: 2377-2417 (2026)- [j349]Sheikh Salman Hassan, Latif U. Khan, Yu Min Park, Mohsen Guizani, Zhu Han, Tharmalingam Ratnarajah, Choong Seon Hong:
Quantum Machine Learning for 6G Space-Air-Ground Integrated Networks: A Comprehensive Tutorial and Survey. IEEE Commun. Surv. Tutorials 28: 3710-3750 (2026) - [j348]Apurba Adhikary, Yu Qiao, Avi Deb Raha, Luyao Zou, Mrityunjoy Gain, Zhu Han, Choong Seon Hong:
An Age of Service and Transformer-Driven Transfer Learning Framework for Holographic MIMO-Enabled 6G Networks. IEEE Trans. Netw. Sci. Eng. 13: 948-965 (2026) - [j347]Dingwen Pan, Weilong Chen, Jian Shi, Chenye Wu, Dan Wang, Choong Seon Hong, Zhu Han:
Bayesian Inference-Aided Large Language Model Agents in Infinitely Repeated Games: A Dynamic Network View. IEEE Trans. Netw. Sci. Eng. 13: 2004-2021 (2026) - [j346]Yu Qiao, Apurba Adhikary, Kitae Kim, Eui-Nam Huh, Zhu Han, Choong Seon Hong:
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks. IEEE Trans. Netw. Sci. Eng. 13: 2128-2145 (2026) - [j345]Seokwon Kang, Md. Shirajum Munir, Choong Seon Hong:
Intelligent Supply Chain for Communication Navigation and Caching in Multi-UAV Wireless Network. IEEE Trans. Netw. Serv. Manag. 23: 471-486 (2026) - [j344]Avi Deb Raha, Kitae Kim, Mrityunjoy Gain, Apurba Adhikary, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Security Risks in Vision-Based Beam Prediction: From Spatial Proxy Attacks to Feature Refinement. IEEE Trans. Wirel. Commun. 25: 7988-8004 (2026) - 2025
- [j343]Loc X. Nguyen, Kitae Kim, Ye Lin Tun, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation. IEEE Commun. Lett. 29(1): 90-94 (2025) - [j342]Huy Q. Le, Chu Myaet Thwal, Yu Qiao, Ye Lin Tun, Minh N. H. Nguyen, Eui-Nam Huh, Choong Seon Hong:
Cross-modal prototype based multimodal federated learning under severely missing modality. Inf. Fusion 122: 103219 (2025) - [j341]Nway Nway Ei, Pyae Sone Aung, Zhu Han, Walid Saad, Choong Seon Hong:
Deep-Reinforcement-Learning-Based Resource Management for Task Offloading in Integrated Terrestrial and Nonterrestrial Networks. IEEE Internet Things J. 12(9): 11977-11993 (2025) - [j340]Ye Lin Tun, Chu Myaet Thwal, Minh N. H. Nguyen, Choong Seon Hong:
Resource-Efficient Federated Multimodal Learning via Layer-Wise and Progressive Training. IEEE Internet Things J. 12(13): 23207-23221 (2025) - [j339]Avi Deb Raha, Kitae Kim, Apurba Adhikary, Mrityunjoy Gain, Yu Qiao, Zhu Han, Choong Seon Hong:
Boosting Federated Domain Generalization: Understanding the Role of Advanced Pretrained Architectures. IEEE Internet Things J. 12(17): 35111-35139 (2025) - [j338]Latif U. Khan, Ibrar Yaqoob, Khaled Salah, Choong Seon Hong, Dusit Niyato, Zhu Han, Mohsen Guizani:
Machine Learning for Wireless Metaverse: Fundamentals, Use Case, and Future Directions. IEEE Internet Things Mag. 8(6): 81-87 (2025) - [j337]Md. Imtiaz Hossain, Sharmen Akhter, Nosin Ibna Mahbub, Choong Seon Hong, Eui-Nam Huh:
Why logit distillation works: A novel knowledge distillation technique by deriving target augmentation and logits distortion. Inf. Process. Manag. 62(3): 104056 (2025) - [j336]Dongshen Han, Chaoning Zhang, Fachrina Dewi Puspitasari, Shuxu Chen, Feng Qiao, Sheng Zheng, Sungyoung Lee, Choong Seon Hong, Yang Yang:
Adapting lightweight SAM with gradient map for mirror object segmentation. Inf. Sci. 720: 122479 (2025) - [j335]Long Zhang, Ziheng Wu, Haitao Xu, Dusit Niyato, Choong Seon Hong, Zhu Han:
Digital Twin-Driven Federated Learning for Converged Computing and Networking at the Edge. IEEE Netw. 39(2): 20-28 (2025) - [j334]Huy Q. Le, Minh N. H. Nguyen, Chu Myaet Thwal, Yu Qiao, Chaoning Zhang, Choong Seon Hong:
FedMEKT: Distillation-based embedding knowledge transfer for multimodal federated learning. Neural Networks 183: 107017 (2025) - [j333]Md. Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong, Eui-Nam Huh:
Complexity-Aware Dynamic Gradient Shifting: A Novel Soft Supervision Training Strategy for 3D Pose Estimation and Regression Learning. IEEE Trans. Circuits Syst. Video Technol. 35(10): 9665-9680 (2025) - [j332]Yan Kyaw Tun, György Dán, Yu Min Park, Choong Seon Hong:
Joint UAV Deployment and Resource Allocation in THz-Assisted MEC-Enabled Integrated Space-Air-Ground Networks. IEEE Trans. Mob. Comput. 24(5): 3794-3808 (2025) - [j331]Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Eui-Nam Huh, Walid Saad, Choong Seon Hong:
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 24(9): 7929-7946 (2025) - [j330]Yu Qiao, Chaoning Zhang, Apurba Adhikary, Choong Seon Hong:
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data. IEEE Trans. Netw. Sci. Eng. 12(2): 636-652 (2025) - [j329]Luyao Zou, Quang Hieu Vo, Kitae Kim, Huy Q. Le, Chu Myaet Thwal, Chaoning Zhang, Choong Seon Hong:
Cyber Attacks Prevention Toward Prosumer-Based EV Charging Stations: An Edge-Assisted Federated Prototype Knowledge Distillation Approach. IEEE Trans. Netw. Serv. Manag. 22(2): 1972-1999 (2025) - [j328]Chao Wang, Yu Han, Long Zhang, Ziye Jia, Hongliang Zhang, Choong Seon Hong, Zhu Han:
Computing Power in the Sky: Digital Twin-Assisted Collaborative Computing With Multi-UAV Networks. IEEE Trans. Veh. Technol. 74(9): 14466-14482 (2025) - [j327]Hyeonsu Kim, Pyae Sone Aung, Md. Shirajum Munir, Walid Saad, Choong Seon Hong:
Cooperative Urban Air Mobility Trajectory Design for Power and AoI Optimization: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 74(9): 14799-14804 (2025) - [j326]Avi Deb Raha, Kitae Kim, Apurba Adhikary, Mrityunjoy Gain, Zhu Han, Choong Seon Hong:
Advancing Ultra-Reliable 6G: Transformer and Semantic Localization Empowered Robust Beamforming in Millimeter-Wave Communications. IEEE Trans. Veh. Technol. 74(10): 16152-16168 (2025) - [j325]Loc X. Nguyen, Sheikh Salman Hassan, Yan Kyaw Tun, Kitae Kim, Zhu Han, Choong Seon Hong:
Semantic Communication Enabled 6G-NTN Framework: A Novel Denoising and Gateway Hop Integration Mechanism. IEEE Trans. Wirel. Commun. 24(12): 10149-10165 (2025) - [c435]Dingwen Pan, Weilong Chen, Jian Shi, Chenye Wu, Dan Wang, Choong Seon Hong, Zhu Han:
Cooperation and Decision-Making of LLM Agents in Bayesian-Informed Infinitely Repeated Games. CISS 2025: 1-6 - [c434]Girum Fitihamlak Ejigu, Apurba Adhikary, Choong Seon Hong:
Relaxed Contrastive Learning for Robust Federated Models with Noisy Labels and Limited Clients. ICACT 2025: 1-6 - [c433]Asadov Amirjon, Mrityunjoy Gain, Keon Oh Kim, Choong Seon Hong:
An Enhanced Intrusion Detection Model with FeedForward Neural Network Classifier. ICACT 2025: 88-93 - [c432]Dong Uk Kim, Keon Oh Kim, Sun-Moo Kang, Choong Seon Hong:
DataTransfer PDU-based Rollback Mechanism for Securing OCPP 1.6 Against Spoofing Attacks. ICACT 2025: 94-98 - [c431]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Choong Seon Hong:
A Federated Learning Framework for Optimizing Edge Computing with Semantic Offloading. ICACT 2025: 142-149 - [c430]Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Zhu Han, Choong Seon Hong:
Continual Adaptation and Dynamic Number of Devices Management for Resource Provisioning in NextG O-RAN. ICC 2025: 1-6 - [c429]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Walid Saad, Choong Seon Hong:
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications. ICC 2025: 3754-3759 - [c428]Luyao Zou, Yan Kyaw Tun, Apurba Adhikary, Dong Uk Kim, Zhu Han, Choong Seon Hong:
Prototype-Guided Federated Knowledge Distillation Approach in LEO Satellite-HAP System. ICC 2025: 6892-6897 - [c427]Md. Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong, Eui-Nam Huh:
Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation. ICLR 2025 - [c426]Apurba Adhikary, Girum Fitihamlak Ejigu, Kitae Kim, Min Kyu Suh, Choong Seon Hong:
FedISAC: A Federated Learning Framework with Integrated Sensing and Communication for 6G mmWave Networks. ICOIN 2025: 45-50 - [c425]Yu Qiao, Phuong-Nam Tran, Choong Seon Hong:
A Distribution-Aware Robust Federated Learning Framework for Mobile Edge Networks. ICOIN 2025: 256-261 - [c424]Phuong-Nam Tran, Duc Ngoc Minh Dang, Eui-Nam Huh, Choong Seon Hong:
Additive Angular Margin Loss for Federated Learning in Image Classification. ICOIN 2025: 274-279 - [c423]Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Sheikh Salman Hassan, Choong Seon Hong:
Fortifying Lifelong Security for O-RAN Ecosystem: An Incremental Learning Framework for NextG Seamless Networking. ICOIN 2025: 396-401 - [c422]Keon Oh Kim, Dong Uk Kim, Ki Tae Kim, Sun-Moo Kang, Eui-Nam Huh, Choong Seon Hong:
Efficient Network Intrusion Detection using Grassmann Manifold. ICOIN 2025: 499-504 - [c421]Huy Q. Le, Latif U. Khan, Choong Seon Hong:
Robust Federated Learning on Edge Devices with Domain Heterogeneity. IWCMC 2025: 1673-1677 - [c420]Luyao Zou, Yu Min Park, Chu Myaet Thwal, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach. NOMS 2025: 1-6 - [c419]Long Tan Le, Tung-Anh Nguyen, Han Shu, Suranga Seneviratne, Choong Seon Hong, Nguyen H. Tran:
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection. SDM 2025: 61-70 - [c418]Yu Min Park, Sheikh Salman Hassan, Walid Saad, Choong Seon Hong:
Cross-Modal Knowledge Distillation for Efficient Radar-Only Beam Prediction in mmWave Communications. SPAWC 2025: 1-5 - [i174]Huy Q. Le, Ye Lin Tun, Yu Qiao, Minh N. H. Nguyen, Keon Oh Kim, Choong Seon Hong:
Mitigating Domain Shift in Federated Learning via Intra- and Inter-Domain Prototypes. CoRR abs/2501.08521 (2025) - [i173]Yu Qiao, Huy Q. Le, Apurba Adhikary, Choong Seon Hong:
Pre-trained Model Guided Mixture Knowledge Distillation for Adversarial Federated Learning. CoRR abs/2501.15257 (2025) - [i172]Loc X. Nguyen, Avi Deb Raha, Pyae Sone Aung, Dusit Niyato, Zhu Han, Choong Seon Hong:
A Contemporary Survey on Semantic Communications:Theory of Mind, Generative AI, and Deep Joint Source-Channel Coding. CoRR abs/2502.16468 (2025) - [i171]Yu Qiao, Phuong-Nam Tran, Ji Su Yoon, Loc X. Nguyen, Choong Seon Hong:
DeepSeek-Inspired Exploration of RL-based LLMs and Synergy with Wireless Networks: A Survey. CoRR abs/2503.09956 (2025) - [i170]Long Tan Le, Tung-Anh Nguyen, Han Shu, Suranga Seneviratne, Choong Seon Hong, Nguyen H. Tran:
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection. CoRR abs/2503.11255 (2025) - [i169]Yan Kyaw Tun, Nway Nway Ei, Sheikh Salman Hassan, Cedomir Stefanovic, Nguyen Van Huynh, Madyan Alsenwi, Choong Seon Hong:
Joint Beamforming and Trajectory Optimization for Multi-UAV-Assisted Integrated Sensing and Communication Systems. CoRR abs/2503.16915 (2025) - [i168]Mrityunjoy Gain, Kitae Kim, Avi Deb Raha, Apurba Adhikary, Walid Saad, Zhu Han, Choong Seon Hong:
AI-Driven Framework for Multi-Service Multi-Modal Devices in NextG ORAN Systems. CoRR abs/2504.01730 (2025) - [i167]Yu Min Park, Yan Kyaw Tun, Walid Saad, Choong Seon Hong:
Resource-Efficient Beam Prediction in mmWave Communications with Multimodal Realistic Simulation Framework. CoRR abs/2504.05187 (2025) - [i166]Avi Deb Raha, Kitae Kim, Mrityunjoy Gain, Apurba Adhikary, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Security Risks in Vision-Based Beam Prediction: From Spatial Proxy Attacks to Feature Refinement. CoRR abs/2504.05222 (2025) - [i165]Mrityunjoy Gain, Kitae Kim, Avi Deb Raha, Apurba Adhikary, Eui-Nam Huh, Zhu Han, Choong Seon Hong:
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining. CoRR abs/2504.06004 (2025) - [i164]Loc X. Nguyen, Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
SemSpaceFL: A Collaborative Hierarchical Federated Learning Framework for Semantic Communication in 6G LEO Satellites. CoRR abs/2505.00966 (2025) - [i163]Yu Qiao, Huy Q. Le, Avi Deb Raha, Phuong-Nam Tran, Apurba Adhikary, Mengchun Zhang, Loc X. Nguyen, Eui-Nam Huh, Dusit Niyato, Choong Seon Hong:
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence. CoRR abs/2505.06907 (2025) - [i162]Huy Q. Le, Latif U. Khan, Choong Seon Hong:
Robust Federated Learning on Edge Devices with Domain Heterogeneity. CoRR abs/2505.10128 (2025) - [i161]Long Tan Le, Senura Hansaja Wanasekara, Zerun Niu, Yansong Shi, Nguyen Hoang Tran, Phuong Vo, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong, H. Vincent Poor:
Distributionally Robust Wireless Semantic Communication with Large AI Models. CoRR abs/2506.03167 (2025) - [i160]Latif U. Khan, Maher Guizani, Sami Muhaidat, Choong Seon Hong:
Large Language Models-Empowered Wireless Networks: Fundamentals, Architecture, and Challenges. CoRR abs/2506.10651 (2025) - [i159]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Walid Saad, Choong Seon Hong:
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications. CoRR abs/2507.20467 (2025) - [i158]Sumit Kumar Dam, Mrityunjoy Gain, Eui-Nam Huh, Choong Seon Hong:
High-Frequency First: A Two-Stage Approach for Improving Image INR. CoRR abs/2508.15582 (2025) - [i157]Jiachen Shen, Jian Shi, Lei Fan, Chenye Wu, Dan Wang, Choong Seon Hong, Zhu Han:
Strategic Decision-Making Under Uncertainty through Bi-Level Game Theory and Distributionally Robust Optimization. CoRR abs/2511.04940 (2025) - [i156]Loc X. Nguyen, Ji Su Yoon, Huy Q. Le, Yu Qiao, Avi Deb Raha, Eui-Nam Huh, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong:
Cross-Domain Federated Semantic Communication with Global Representation Alignment and Domain-Aware Aggregation. CoRR abs/2512.00711 (2025) - [i155]Ki Tae Kim, Yan Kyaw Tun, Md. Shirajum Munir, Chirsto Kurisummoottil Thomas, Walid Saad, Choong Seon Hong:
Vision and Causal Learning Based Channel Estimation for THz Communications. CoRR abs/2512.04380 (2025) - [i154]Phuong Tran, Tzu-Hao Liu, Long Tan Le, Tung-Anh Nguyen, Van Quan La, Eason Yu, Han Shu, Choong Seon Hong, Nguyen H. Tran:
GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference. CoRR abs/2512.09963 (2025) - 2024
- [j324]Md. Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong, Eui-Nam Huh:
PURF: Improving teacher representations by imposing smoothness constraints for knowledge distillation. Appl. Soft Comput. 159: 111579 (2024) - [j323]Huy Q. Le, Minh N. H. Nguyen, Shashi Raj Pandey, Chaoning Zhang, Choong Seon Hong:
CDKT-FL: Cross-device knowledge transfer using proxy dataset in federated learning. Eng. Appl. Artif. Intell. 133: 108093 (2024) - [j322]Nway Nway Ei, Kitae Kim, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Data Service Maximization in Space-Air-Ground Integrated 6G Networks. IEEE Commun. Lett. 28(11): 2598-2602 (2024) - [j321]Latif U. Khan, Mohsen Guizani, Ibrar Yaqoob, Dusit Niyato, Ala I. Al-Fuqaha, Choong Seon Hong:
A survey on metaverse-empowered 6G wireless systems: A security perspective. Internet Things 28: 101325 (2024) - [j320]Latif U. Khan, Mohsen Guizani, Ala I. Al-Fuqaha, Choong Seon Hong, Dusit Niyato, Zhu Han:
A Joint Communication and Learning Framework for Hierarchical Split Federated Learning. IEEE Internet Things J. 11(1): 268-282 (2024) - [j319]Yu Qiao, Md. Shirajum Munir, Apurba Adhikary, Huy Q. Le, Avi Deb Raha, Chaoning Zhang, Choong Seon Hong:
MP-FedCL: Multiprototype Federated Contrastive Learning for Edge Intelligence. IEEE Internet Things J. 11(5): 8604-8623 (2024) - [j318]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Deep Reinforcement Learning-Based Joint Spectrum Allocation and Configuration Design for STAR-RIS-Assisted V2X Communications. IEEE Internet Things J. 11(7): 11298-11311 (2024) - [j317]Long Zhang, Suiyuan Wu, Haitao Xu, Qilie Liu, Choong Seon Hong, Zhu Han:
Optimizing Tradeoff Between Learning Speed and Cost for Federated-Learning-Enabled Industrial IoT. IEEE Internet Things J. 11(7): 11663-11678 (2024) - [j316]Apurba Adhikary, Avi Deb Raha, Yu Qiao, Walid Saad, Zhu Han, Choong Seon Hong:
Holographic MIMO With Integrated Sensing and Communication for Energy-Efficient Cell-Free 6G Networks. IEEE Internet Things J. 11(19): 30617-30635 (2024) - [j315]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization. IEEE J. Sel. Areas Commun. 42(5): 1262-1278 (2024) - [j314]Sharmen Akhter, Md. Imtiaz Hossain, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh:
EnParaNet: a novel deep learning architecture for faster prediction using low-computational resource devices. Neural Comput. Appl. 36(28): 17285-17309 (2024) - [j313]Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun, Seong Tae Kim, My T. Thai, Choong Seon Hong:
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning. Neural Networks 170: 635-649 (2024) - [j312]Md. Shirajum Munir, Kitae Kim, Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, Walid Saad, Choong Seon Hong:
Cognitive Behavior-in-the-Loop: Towards an Attentive Driving in Intelligent Transportation Systems. IEEE Trans. Ind. Informatics 20(12): 14469-14478 (2024) - [j311]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Satellite-Based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL With Attention Approach. IEEE Trans. Mob. Comput. 23(5): 4956-4974 (2024) - [j310]Latif U. Khan, Yan Kyaw Tun, Madyan Alsenwi, Muhammad Imran, Zhu Han, Choong Seon Hong:
A Dispersed Federated Learning Framework for 6G-Enabled Autonomous Driving Cars. IEEE Trans. Netw. Sci. Eng. 11(6): 5656-5667 (2024) - [j309]Apurba Adhikary, Md. Shirajum Munir, Avi Deb Raha, Yu Qiao, Zhu Han, Choong Seon Hong:
Integrated Sensing, Localization, and Communication in Holographic MIMO-Enabled Wireless Network: A Deep Learning Approach. IEEE Trans. Netw. Serv. Manag. 21(1): 789-809 (2024) - [j308]Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen, Wei Bao, Suranga Seneviratne, Choong Seon Hong, Nguyen Hoang Tran:
Federated PCA on Grassmann Manifold for IoT Anomaly Detection. IEEE/ACM Trans. Netw. 32(5): 4456-4471 (2024) - [j307]Yan Kyaw Tun, Ki Tae Kim, Luyao Zou, Zhu Han, György Dán, Choong Seon Hong:
Collaborative Computing Services at Ground, Air, and Space: An Optimization Approach. IEEE Trans. Veh. Technol. 73(1): 1491-1496 (2024) - [j306]Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Joint Trajectory and Resource Optimization of MEC-Assisted UAVs in Sub-THz Networks: A Resources-Based Multi-Agent Proximal Policy Optimization DRL With Attention Mechanism. IEEE Trans. Veh. Technol. 73(2): 2003-2016 (2024) - [j305]Luyao Zou, Md. Shirajum Munir, Sheikh Salman Hassan, Yan Kyaw Tun, Loc X. Nguyen, Choong Seon Hong:
Imbalance Cost-Aware Energy Scheduling for Prosumers Towards UAM Charging: A Matching and Multi-Agent DRL Approach. IEEE Trans. Veh. Technol. 73(3): 3404-3420 (2024) - [j304]Pyae Sone Aung, Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Energy-Efficient Communication Networks via Multiple Aerial Reconfigurable Intelligent Surfaces: DRL and Optimization Approach. IEEE Trans. Veh. Technol. 73(3): 4277-4292 (2024) - [j303]Loc X. Nguyen, Ye Lin Tun, Yan Kyaw Tun, Minh N. H. Nguyen, Chaoning Zhang, Zhu Han, Choong Seon Hong:
Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity. IEEE Trans. Veh. Technol. 73(6): 8957-8972 (2024) - [j302]Loc X. Nguyen, Huy Q. Le, Ye Lin Tun, Pyae Sone Aung, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
An Efficient Federated Learning Framework for Training Semantic Communication Systems. IEEE Trans. Veh. Technol. 73(10): 15872-15877 (2024) - [j301]Christo Kurisummoottil Thomas, Christina Chaccour, Walid Saad, Mérouane Debbah, Choong Seon Hong:
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks. IEEE Veh. Technol. Mag. 19(1): 16-31 (2024) - [j300]Latif U. Khan, Ehzaz Mustafa, Junaid Shuja, Faisal Rehman, Kashif Bilal, Zhu Han, Choong Seon Hong:
Federated Learning for Digital Twin-Based Vehicular Networks: Architecture and Challenges. IEEE Wirel. Commun. 31(2): 156-162 (2024) - [j299]Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong:
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation. IEEE Wirel. Commun. 31(4): 132-138 (2024) - [j298]Latif U. Khan, Zhu Han, Dusit Niyato, Mohsen Guizani, Choong Seon Hong:
Metaverse for Wireless Systems: Vision, Enablers, Architecture, and Future Directions. IEEE Wirel. Commun. 31(4): 245-251 (2024) - [j297]Long Zhang, Xingliang Jia, Ni Tian, Choong Seon Hong, Zhu Han:
When Visible Light Communication Meets RIS: A Soft Actor-Critic Approach. IEEE Wirel. Commun. Lett. 13(4): 1208-1212 (2024) - [j296]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization. IEEE Wirel. Commun. Lett. 13(5): 1409-1413 (2024) - [c417]Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Suranga Seneviratne, Wei Bao, Nguyen Hoang Tran:
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization. CIKM 2024: 1132-1142 - [c416]Nway Nway Ei, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Novel Aerial User Equipment Task Offloading Optimization in Integrated 6G Terrestrial and Non-Terrestrial Networks: A Deep Reinforcement Learning Approach. GLOBECOM 2024: 205-210 - [c415]Sheikh Salman Hassan, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Semantic Enabled 6G LEO Satellite Communication for Earth Observation: A Resource-Constrained Network Optimization. GLOBECOM 2024: 4472-4478 - [c414]Yu Qiao, Apurba Adhikary, Ki Tae Kim, Chaoning Zhang, Choong Seon Hong:
Knowledge Distillation Assisted Robust Federated Learning: Towards Edge Intelligence. ICC 2024: 843-848 - [c413]Apurba Adhikary, Avi Deb Raha, Yu Qiao, Yu Min Park, Zhu Han, Choong Seon Hong:
A Power Allocation Framework for Holographic MIMO-Aided Energy-Efficient Cell-Free Networks. ICC 2024: 5546-5552 - [c412]JinSeon Park, Choong Seon Hong:
Improving the Multimodal Classification Performance of Spiking Neural Networks Through Hyper-Parameter Optimization. ICOIN 2024: 182-186 - [c411]Pyae Sone Aung, Sun Moo Kang, Choong Seon Hong:
Proximal Policy Optimization for Energy-Efficient MEC Systems with STAR-RIS Assistance. ICOIN 2024: 239-244 - [c410]Ha Eun Song, Yu Min Park, Choong Seon Hong:
Dynamic Resource Allocation for Streaming Services using Deep Reinforcement Learning: User-Centric Approach to Mobile Usage. ICOIN 2024: 619-624 - [c409]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead. NeurIPS 2024 - [c408]Yu Qiao, Apurba Adhikary, Chaoning Zhang, Choong Seon Hong:
Towards Robust Federated Learning via Logits Calibration on Non-IID Data. NOMS 2024: 1-7 - [c407]Apurba Adhikary, Avi Deb Raha, Yu Qiao, Seok Won Kang, Choong Seon Hong:
Transfer Learning Empowered Power Allocation in Holographic MIMO-enabled Wireless Network. NOMS 2024: 1-7 - [c406]Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Kitae Kim, Choong Seon Hong:
Open RAN Embracing Continual Learning: Towards NextG Adaptive Traffic Analysis. NOMS 2024: 1-7 - [c405]Monishanker Halder, Apurba Adhikary, Seong-Bae Park, Choong Seon Hong:
An Artificial Intelligence Framework for Dynamic Selection and Resource Allocation for EVs in Vehicular Networks. NOMS 2024: 1-9 - [c404]Hyeonsu Kim, Yu Min Park, Pyae Sone Aung, Md. Shirajum Munir, Choong Seon Hong:
Energy-Efficient Trajectory and Age of Information Optimization for Urban Air Mobility. NOMS 2024: 1-5 - [c403]Kitae Kim, Yan Kyaw Tun, Md. Shirajum Munir, Walid Saad, Choong Seon Hong:
Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence. NOMS 2024: 1-7 - [c402]Yu Min Park, Yan Kyaw Tun, Choong Seon Hong:
Joint User Pairing and Beamforming Design of Multi-STAR-RISs-Aided NOMA in the Indoor Environment via Multi-Agent Reinforcement Learning. NOMS 2024: 1-8 - [c401]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Choong Seon Hong:
Towards Ultra-Reliable 6G: Semantics Empowered Robust Beamforming for Millimeter-Wave Networks. NOMS 2024: 1-7 - [i153]Yan Kyaw Tun, György Dán, Yu Min Park, Choong Seon Hong:
Joint UAV Deployment and Resource Allocation in THz-Assisted MEC-Enabled Integrated Space-Air-Ground Networks. CoRR abs/2401.11419 (2024) - [i152]Ye Lin Tun, Chu Myaet Thwal, Le Quang Huy, Minh N. H. Nguyen, Choong Seon Hong:
LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning. CoRR abs/2401.11647 (2024) - [i151]Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun, Seong Tae Kim, My T. Thai, Choong Seon Hong:
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning. CoRR abs/2401.11652 (2024) - [i150]Chu Myaet Thwal, Kyi Thar, Ye Lin Tun, Choong Seon Hong:
Attention on Personalized Clinical Decision Support System: Federated Learning Approach. CoRR abs/2401.11736 (2024) - [i149]Huy Q. Le, Chu Myaet Thwal, Yu Qiao, Ye Lin Tun, Minh N. H. Nguyen, Choong Seon Hong:
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality. CoRR abs/2401.13898 (2024) - [i148]Chu Myaet Thwal, Ye Lin Tun, Kitae Kim, Seong-Bae Park, Choong Seon Hong:
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting. CoRR abs/2402.06638 (2024) - [i147]Yu Qiao, Apurba Adhikary, Chaoning Zhang, Choong Seon Hong:
Towards Robust Federated Learning via Logits Calibration on Non-IID Data. CoRR abs/2403.02803 (2024) - [i146]Joseph Cho, Fachrina Dewi Puspitasari, Sheng Zheng, Jingyao Zheng, Lik-Hang Lee, Tae-Ho Kim, Choong Seon Hong, Chaoning Zhang:
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation. CoRR abs/2403.05131 (2024) - [i145]Yu Qiao, Chaoning Zhang, Apurba Adhikary, Choong Seon Hong:
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data. CoRR abs/2404.06776 (2024) - [i144]Yu Qiao, Huy Q. Le, Mengchun Zhang, Apurba Adhikary, Chaoning Zhang, Choong Seon Hong:
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity. CoRR abs/2404.09259 (2024) - [i143]Long Tan Le, Han Shu, Tung-Anh Nguyen, Choong Seon Hong, Nguyen Hoang Tran:
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization. CoRR abs/2405.15230 (2024) - [i142]Nway Nway Ei, Kitae Kim, Yan Kyaw Tun, Choong Seon Hong:
Data Service Maximization in Integrated Terrestrial-Non-Terrestrial 6G Networks: A Deep Reinforcement Learning Approach. CoRR abs/2405.19771 (2024) - [i141]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead. CoRR abs/2406.00431 (2024) - [i140]Avi Deb Raha, Kitae Kim, Apurba Adhikary, Mrityunjoy Gain, Choong Seon Hong:
Advancing Ultra-Reliable 6G: Transformer and Semantic Localization Empowered Robust Beamforming in Millimeter-Wave Communications. CoRR abs/2406.02000 (2024) - [i139]Loc X. Nguyen, Kitae Kim, Ye Lin Tun, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation. CoRR abs/2406.03773 (2024) - [i138]Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Eui-Nam Huh, Walid Saad, Choong Seon Hong:
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach. CoRR abs/2406.13280 (2024) - [i137]Sumit Kumar Dam, Choong Seon Hong, Yu Qiao, Chaoning Zhang:
A Complete Survey on LLM-based AI Chatbots. CoRR abs/2406.16937 (2024) - [i136]Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen, Wei Bao, Suranga Seneviratne, Choong Seon Hong, Nguyen Hoang Tran:
Federated PCA on Grassmann Manifold for IoT Anomaly Detection. CoRR abs/2407.07421 (2024) - [i135]Ye Lin Tun, Chu Myaet Thwal, Minh N. H. Nguyen, Choong Seon Hong:
Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training. CoRR abs/2407.15426 (2024) - [i134]Sheikh Salman Hassan, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Semantic Enabled 6G LEO Satellite Communication for Earth Observation: A Resource-Constrained Network Optimization. CoRR abs/2408.03959 (2024) - [i133]Pyae Sone Aung, Kitae Kim, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Active STAR-RIS Empowered Edge System for Enhanced Energy Efficiency and Task Management. CoRR abs/2408.12860 (2024) - [i132]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Qiao, Choong Seon Hong:
Boosting Federated Domain Generalization: Understanding the Role of Advanced Pre-Trained Architectures. CoRR abs/2409.13527 (2024) - [i131]Loc X. Nguyen, Sheikh Salman Hassan, Yan Kyaw Tun, Kitae Kim, Zhu Han, Choong Seon Hong:
Semantic Communication Enabled 6G-NTN Framework: A Novel Denoising and Gateway Hop Integration Mechanism. CoRR abs/2409.14726 (2024) - [i130]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning. CoRR abs/2409.18718 (2024) - [i129]Luyao Zou, Quang Hieu Vo, Kitae Kim, Huy Q. Le, Chu Myaet Thwal, Chaoning Zhang, Choong Seon Hong:
Cyber Attacks Prevention Towards Prosumer-based EV Charging Stations: An Edge-assisted Federated Prototype Knowledge Distillation Approach. CoRR abs/2410.13260 (2024) - [i128]Luyao Zou, Yu Min Park, Chu Myaet Thwal, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach. CoRR abs/2410.13602 (2024) - [i127]Chu Myaet Thwal, Ye Lin Tun, Minh N. H. Nguyen, Eui-Nam Huh, Choong Seon Hong:
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance. CoRR abs/2412.03871 (2024) - [i126]Phuong-Nam Tran, Nhat Truong Pham, Duc Ngoc Minh Dang, Eui-Nam Huh, Choong Seon Hong:
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation. CoRR abs/2412.17241 (2024) - [i125]Yu Qiao, Apurba Adhikary, Kitae Kim, Eui-Nam Huh, Zhu Han, Choong Seon Hong:
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks. CoRR abs/2412.19354 (2024) - 2023
- [j295]Seong-Min Kim, Kyeong Min Kim, Ji Hoon Choi, Seung Man Kang, Min Kyung Bang, So Hee Park, Eon Gyeong Lee, Seong Bae Park, Choong Seon Hong, Sang Hoon Hong:
A Digital Processing in Memory Architecture Using TCAM for Rapid Learning and Inference Based on a Spike Location Dependent Plasticity. IEEE Access 11: 3416-3430 (2023) - [j294]Umer Majeed, Latif U. Khan, Sheikh Salman Hassan, Zhu Han, Choong Seon Hong:
FL-Incentivizer: FL-NFT and FL-Tokens for Federated Learning Model Trading and Training. IEEE Access 11: 4381-4399 (2023) - [j293]