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Choong Seon Hong
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2020 – today
- 2026
[j369]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)
[j368]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)
[j367]Yu Qiao
, Phuong-Nam Tran
, Ji Su Yoon
, Loc X. Nguyen
, Eui-Nam Huh
, Dusit Tao Niyato
, Choong Seon Hong
:
DeepSeek-Inspired Exploration of RL-Based LLMs and Synergy with Wireless Networks: A Survey. ACM Comput. Surv. 58(7): 167:1-167:37 (2026)
[j366]Yu Qiao
, Zilong Jin
, Avi Deb Raha
, Apurba Adhikary
, Eui-Nam Huh
, Dusit Niyato
, Zhu Han
, Choong Seon Hong
:
Robust Federated Learning With Heterogeneous Clients via Classifier Calibration and Alignment. IEEE Internet Things J. 13(4): 5957-5971 (2026)
[j365]Long Tan Le
, Junming Huang, Nhat Huy Le
, Han Shu, Zilong Jin, Nguyen Binh Truong, Nguyen Hoang Tran
, Zhu Han
, Choong Seon Hong
:
Federated Koopman-Reservoir Learning for Multivariate Time-Series Anomaly Detection in IoT. IEEE Internet Things J. 13(14): 30386-30399 (2026)
[j364]Monishanker Halder
, Apurba Adhikary
, Avi Deb Raha
, Hyeonsu Kim
, Sumit Kumar Dam
, Zhu Han
, Choong Seon Hong
:
Dynamic Selection and Charging Resource Allocation for EVs in Vehicular Networks: A Deep Learning Approach. IEEE Internet Things J. 13(19): 45652-45672 (2026)
[j363]Latif U. Khan
, Maher Guizani
, Sami Muhaidat
, Choong Seon Hong
:
Large Language Model-Empowered Wireless Networks: Fundamentals, Architecture, and Challenges. IEEE Internet Things Mag. 9(3): 123-131 (2026)
[j362]Long Tan Le
, Senura Hansaja Wanasekara, Zerun Niu, Nguyen Hoang Tran
, Phuong Luu Vo
, Walid Saad
, Dusit Niyato
, Zhu Han
, Choong Seon Hong
, H. Vincent Poor
:
Distributionally Robust Wireless Semantic Communication With Large AI Models. IEEE J. Sel. Areas Commun. 44: 3473-3489 (2026)
[j361]Duc Tai Phan
, Nhut Minh Nguyen
, Khang Phuc Nguyen
, Phuong-Nam Tran
, Nhat Truong Pham
, Linh Le
, Choong Seon Hong
, Duc Ngoc Minh Dang
:
From object difficulty to image scoring: A strategy for active learning in object detection. Knowl. Based Syst. 342: 115946 (2026)
[j360]Girum Fitihamlak Ejigu
, Kitae Kim
, Yu Qiao
, Choong Seon Hong:
FedBUS: A block-wise training approach with global snapshots for efficient and robust federated learning on edge devices. Knowl. Based Syst. 349: 116413 (2026)
[j359]Yu Qiao
, Choong Seon Hong
, Taegoo Kang
, Donghoon Kim, Chenshuang Zhang, Sung-Ho Bae
, Chaoning Zhang
:
Robustness of SAM: Segment Anything Under Corruptions and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 48(10): 12082-12099 (2026)
[j358]Tonmoy Debnath
, Md. Masudur Rahman, Md. Shamim Ahsan
, Mohammad Amzad Hossain, Abidur Rahaman
, Yu Qiao, Apurba Adhikary
, Choong Seon Hong:
Towards explainable AI: A deep learning approach for resource allocation in holographic MIMO-aided 6G networks. Phys. Commun. 79: 103303 (2026)
[j357]Jiachen Shen
, Jian Shi
, Lei Fan
, Chenye Wu
, Dan Wang
, Choong Seon Hong
, Zhu Han
:
Strategic Decision-Making Under Uncertainty Through Bilevel Game Theory and Distributionally Robust Optimization. IEEE Syst. J. 20(1): 63-74 (2026)
[j356]Girum Fitihamlak Ejigu
, Kitae Kim
, Choong Seon Hong
:
Mitigating Label Noise in Federated Learning With Regularized Features and Robust Loss. IEEE Trans. Artif. Intell. 7(4): 2012-2023 (2026)
[j355]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. IEEE Trans. Commun. 74: 1269-1286 (2026)
[j354]Pyae Sone Aung
, Kitae Kim
, Yan Kyaw Tun
, Eui-Nam Huh
, Zhu Han
, Choong Seon Hong
:
Active STAR-RIS Empowered Edge System for Enhanced Energy Efficiency and Task Management. IEEE Trans. Mob. Comput. 25(4): 5494-5508 (2026)
[j353]Kitae Kim
, Yan Kyaw Tun
, Md. Shirajum Munir
, Christo Kurisummoottil Thomas
, Walid Saad
, Choong Seon Hong
:
Vision and Causal Learning Based Channel Estimation for THz Communications. IEEE Trans. Mob. Comput. 25(8): 12385-12403 (2026)
[j352]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)
[j351]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)
[j350]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)
[j349]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)
[j348]Apurba Adhikary
, Avi Deb Raha
, Yu Qiao
, Md. Shirajum Munir
, Mrityunjoy Gain
, Zhu Han
, Choong Seon Hong
:
Age of Sensing Empowered Holographic ISAC Framework for nextG Wireless Networks: A VAE and DRL Approach. IEEE Trans. Netw. Serv. Manag. 23: 2325-2349 (2026)
[j347]Apurba Adhikary
, Mrityunjoy Gain
, Abidur Rahaman, Yu Qiao
, Walid Saad
, Zhu Han
, Eui-Nam Huh
, Choong Seon Hong
:
Age of Service-Aided Coexistence of Holographic MIMO and Cell-Free MIMO for Energy-Efficient 6G Networks. IEEE Trans. Veh. Technol. 75(6): 10631-10647 (2026)
[j346]Avi Deb Raha
, Md. Shirajum Munir
, Apurba Adhikary
, Mrityunjoy Gain
, Yu Qiao
, Choong Seon Hong
:
Generative AI-Driven Semantic Communication Framework for NextG Wireless Network. IEEE Trans. Veh. Technol. 75(8): 18781-18786 (2026)
[j345]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. IEEE Trans. Veh. Technol. 75(9): 22165-22170 (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)
[c449]Huy Q. Le, Loc X. Nguyen, Yu Qiao, Seong Tae Kim, Eui-Nam Huh, Choong Seon Hong:
FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift. CVPR 2026: 3390-3399
[c448]Mrityunjoy Gain, Avi Deb Raha, Girum Fitihamlak Ejigu, Dong Uk Kim, Choong Seon Hong:
Intelligent Traffic Steering in O RAN: A Deep Proactive Throughput and Resource Co-Optimization. ICACT 2026: 1-6
[c447]Girum Fitihamlak Ejigu, Avi Deb Raha, Mrityunjoy Gain, Choong Seon Hong:
FSANL: Symmetric Active Negative Loss for Robust Federated Learning Under Heterogeneous Label Noise. ICACT 2026: 481-485
[c446]Sumit Kumar Dam, Choong Seon Hong:
C2F-INR: Leveraging Spectral Bias for Progressive Image Reconstruction. ICOIN 2026: 764-769
[c445]Trung Thanh Pham, Loc X. Nguyen, Phuong-Nam Tran, Eui-Nam Huh, Choong Seon Hong:
Hybrid Variational Quantum Circuit for Satellite Image Classification. ICOIN 2026: 776-781
[c444]Moniruzzaman, Avi Deb Raha, Eui-Nam Huh, Choong Seon Hong:
QSS: Quantum Spectrum Sensing for CRN-NOMA using Data Re-Uploading VQC. ICOIN 2026: 793-798
[c443]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. INFOCOM 2026: 1-10
[c442]Mrityunjoy Gain, Avi Deb Raha, Yu Qiao, Min Kyu Suh, Eui-Nam Huh, Choong Seon Hong:
Energy Provisioning in 6G AI-RAN: A Revin Transformer Based Neuro-Symbolic XAI Approach. NOMS 2026: 1-7
[c441]Hyeonsu Kim, Avi Deb Raha, Yan Kyaw Tun
, Eui-Nam Huh, Choong Seon Hong:
Uncertainty-Aware Multimodal Fusion for mmWave Beam Prediction in V2I Environments. NOMS 2026: 1-5
[c440]Avi Deb Raha, Mrityunjoy Gain, Hyeonsu Kim, Yu Qiao, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Adversarial Attacks and Defenses for Vision-based mmWave Beam Prediction in 6G UAV Networks. NOMS 2026: 1-9
[c439]Sheikh Salman Hassan, Loc X. Nguyen, Umer Majeed, Zhu Han, Choong Seon Hong, Tharmalingam Ratnarajah:
Denoising-Enabled Semantic Communication for Robust Earth Observation in 6G Satellite Networks: A Swin Transformer Approach. WCNC 2026: 1-6
[i182]Loc X. Nguyen, Ji Su Yoon, Huy Q. Le, Yu Qiao, Avi Deb Raha, Eui-Nam Huh, Nguyen H. Tran, Zhu Han, Choong Seon Hong:
Agentic AI as a Network Control-Plane Intelligence Layer for Federated Learning over 6G. CoRR abs/2603.09141 (2026)
[i181]Huy Q. Le, Loc X. Nguyen, Yu Qiao, Seong Tae Kim, Eui-Nam Huh, Choong Seon Hong:
FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift. CoRR abs/2604.06795 (2026)
[i180]Niloy Das, Apurba Adhikary, Sheikh Salman Hassan, Yu Qiao, Zhu Han, Tharmalingam Ratnarajah, Choong Seon Hong:
Domain-Aware Hybrid Quantum Learning via Correlation-Guided Circuit Design for Crime Pattern Analytics. CoRR abs/2604.07389 (2026)
[i179]Loc X. Nguyen, Phuong-Nam Tran, Trung Thanh Pham, Avi Deb Raha, Eui-Nam Huh, Zhu Han, Choong Seon Hong:
Anchor-Aided Multi-User Semantic Communication with Adaptive Decoders. CoRR abs/2604.19808 (2026)
[i178]Loc X. Nguyen, Avi Deb Raha, Huy Q. Le, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
A Comprehensive Survey on Semantic Communication in Non-Terrestrial Networks: Architectures, Methodologies, and Challenges. CoRR abs/2606.05216 (2026)
[i177]S. M. Abtahiul Alam, Niloy Das, Apurba Adhikary, Yu Qiao, Zhu Han, Choong Seon Hong:
A VAE-Driven Multi-Task Satellite-Aided Semantic Communication Framework for 6G-Enabled Connected Autonomous Vehicles. CoRR abs/2607.13494 (2026)
[i176]Loc X. Nguyen, Yu Min Park, Avi Deb Raha, Huy Q. Le, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Energy-Aware Compression-Computation Co-Adaptation for Latency Minimization in Multi-User Semantic Communication. CoRR abs/2608.13632 (2026)
[i175]Loc X. Nguyen, Avi Deb Raha, Huy Q. Le, Eui-Nam Huh, Dusit Niyato, Choong Seon Hong:
Self-Evolving AI for Humanoids: Mechanisms, Safety, and Evaluation of Post-Deployment Self-Improvement. CoRR abs/2609.13236 (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)
[c438]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
[c437]Avi Deb Raha, Mrityunjoy Gain, Girum Fitihamlak Ejigu, Zhu Han, Choong Seon Hong:
Towards Lifelong Vision-Based Beamforming: A Continual Learning-Driven Framework for 6G. GLOBECOM 2025: 1477-1482
[c436]Yan Kyaw Tun
, Nway Nway Ei, Sheikh Salman Hassan, Madyan Alsenwi, Cedomir Stefanovic
, Zhu Han, Choong Seon Hong:
Energy-Efficient Multi-UAV-Assisted Integrated Sensing, Communication, and Computing for Remote Areas. GLOBECOM 2025: 1585-1590
[c435]Sheikh Salman Hassan, Yu Min Park, Loc X. Nguyen, Yan Kyaw Tun
, Choong Seon Hong, Tharmalingam Ratnarajah:
Sustainable UAV-Mounted Active Reconfigurable Intelligent Surface for Remote User Connectivity via Learning-Based Optimization. GC Workshops 2025: 2149-2154
[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, Christo 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]Abdullah Yousafzai
, Priyan Malarvizhi Kumar, Choong Seon Hong:
Blockchain-based incentive management framework for desktop clouds. Clust. Comput. 26(1): 137-156 (2023)
[j292]Kitae Kim
, Yan Kyaw Tun
, Md. Shirajum Munir
, Walid Saad
, Choong Seon Hong
:
Deep Reinforcement Learning for Channel Estimation in RIS-Aided Wireless Networks. IEEE Commun. Lett. 27(8): 2053-2057 (2023)
[j291]Sheikh Salman Hassan
, DoHyeon Kim
, Yan Kyaw Tun
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Seamless and Energy-Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. IEEE Internet Things J. 10(6, March 15): 4749-4769 (2023)
[j290]Loc X. Nguyen
, Yan Kyaw Tun
, Nguyen Dang Tri
, Yu Min Park
, Zhu Han
, Choong Seon Hong
:
Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAV Networks: A Metaheuristic Approach. IEEE Internet Things J. 10(10): 9062-9076 (2023)
[j289]Luyao Zou
, Md. Shirajum Munir
, Yan Kyaw Tun
, Sheikh Salman Hassan
, Pyae Sone Aung, Choong Seon Hong
:
When Hierarchical Federated Learning Meets Stochastic Game: Toward an Intelligent UAV Charging in Urban Prosumers. IEEE Internet Things J. 10(12): 10438-10461 (2023)
[j288]Nguyen Dang Tri
, Aunas Manzoor
, Yan Kyaw Tun
, S. M. Ahsan Kazmi
, Zhu Han
, Choong Seon Hong
:
A Contract-Theory-Based Incentive Mechanism for UAV-Enabled VR-Based Services in 5G and Beyond. IEEE Internet Things J. 10(18): 16465-16479 (2023)
[j287]Md. Shirajum Munir
, Ki Tae Kim
, Apurba Adhikary
, Walid Saad
, Sachin Shetty
, Seong-Bae Park
, Choong Seon Hong
:
Neuro-Symbolic Explainable Artificial Intelligence Twin for Zero-Touch IoE in Wireless Network. IEEE Internet Things J. 10(24): 22451-22468 (2023)
[j286]Ye Lin Tun
, Minh N. H. Nguyen, Chu Myaet Thwal
, Jinwoo Choi, Choong Seon Hong:
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data. Neural Networks 165: 689-704 (2023)
[j285]Minh N. H. Nguyen
, Nguyen Hoang Tran
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong
:
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. IEEE Trans. Mob. Comput. 22(1): 541-555 (2023)
[j284]Chit Wutyee Zaw
, Nguyen Hoang Tran
, Zhu Han
, Choong Seon Hong
:
Radio and Computing Resource Allocation in Co-Located Edge Computing: A Generalized Nash Equilibrium Model. IEEE Trans. Mob. Comput. 22(4): 2340-2352 (2023)
[j283]Minh N. H. Nguyen
, Shashi Raj Pandey
, Nguyen Dang Tri
, Eui-Nam Huh
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Self-Organizing Democratized Learning: Toward Large-Scale Distributed Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10698-10710 (2023)
[j282]Lok-Won Kim
, Quang Hieu Vo
, Choong Seon Hong
:
Runtime Testability on Autonomous System. IEEE Trans. Reliab. 72(1): 274-288 (2023)
[j281]DoHyeon Kim
, Aunas Manzoor
, Madyan Alsenwi
, Yan Kyaw Tun
, Walid Saad
, Choong Seon Hong
:
Ruin Theory for User Association and Energy Optimization in Multi-Access Edge Computing. IEEE Trans. Veh. Technol. 72(9): 12436-12440 (2023)
[c400]Quang Hieu Vo, Choong Seon Hong:
Distribution Matching with Multi-formation Function for Dataset Distillation. APNOMS 2023: 13-17
[c399]Yu Qiao, Chaoning Zhang, Huy Q. Le, Avi Deb Raha, Apurba Adhikary, Choong Seon Hong:
Knowledge Distillation in Federated Learning: Where and How to Distill? APNOMS 2023: 18-23
[c398]Luyao Zou, Huy Q. Le, Avi Deb Raha, Dong Uk Kim, Choong Seon Hong:
EFCKD: Edge-Assisted Federated Contrastive Knowledge Distillation Approach for Energy Management: Energy Theft Perspective. APNOMS 2023: 30-35
[c397]Avi Deb Raha, Apurba Adhikary, Md. Shirajum Munir, Yu Qiao, Choong Seon Hong:
Segment Anything Model Aided Beam Prediction for the Millimeter Wave Communication. APNOMS 2023: 113-118
[c396]Nway Nway Ei, Kitae Kim, Yu Min Park, Choong Seon Hong:
Latency Minimization in Terrestrial-Non-Terrestrial Integrated Network: Joint Association and Bandwidth Allocation Framework. APNOMS 2023: 143-147
[c395]Huy Q. Le, Yu Qiao, Loc X. Nguyen, Luyao Zou, Choong Seon Hong:
Federated Multimodal Learning for IoT Applications: A Contrastive Learning Approach. APNOMS 2023: 201-206
[c394]Apurba Adhikary, Avi Deb Raha, Yu Qiao, Md. Shirajum Munir, Ki Tae Kim, Choong Seon Hong:
Transformer-based Communication Resource Allocation for Holographic Beamforming: A Distributed Artificial Intelligence Framework. APNOMS 2023: 243-246
[c393]Ye Lin Tun
, Chu Myaet Thwal
, Yu Min Park, Seong-Bae Park, Choong Seon Hong:
Federated Learning with Intermediate Representation Regularization. BigComp 2023: 56-63
[c392]Latif U. Khan
, Mohsen Guizani
, Choong Seon Hong
:
Resource Optimized Hierarchical Split Federated Learning for Wireless Networks. CPS-IoT Week Workshops 2023: 254-259
[c391]So-Eon Kim, Choong Seon Hong, Seong-Bae Park:
Query Similarity of Various Linguistic Levels for Hybridized Conversational Agents. ICEIC 2023: 1-4
[c390]Quang Hieu Vo, Linh-Tam Tran, Sung-Ho Bae, Lok-Won Kim, Choong Seon Hong:
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree. ICCV 2023: 6068-6077
[c389]Apurba Adhikary, Md. Shirajum Munir, Avi Deb Raha
, Yu Qiao
, Sang Hoon Hong, Eui-Nam Huh, Choong Seon Hong:
An Artificial Intelligence Framework for Holographic Beamforming: Coexistence of Holographic MIMO and Intelligent Omni-Surface. ICOIN 2023: 19-24
[c388]Luyao Zou
, Chu Myaet Thwal, Seong-Bae Park, Choong Seon Hong:
Edge-assisted Attention-based Federated Learning for Multi-Step EVSE-enabled Prosumer Energy Demand Prediction. ICOIN 2023: 116-121
[c387]Yu Qiao
, Md. Shirajum Munir, Apurba Adhikary, Avi Deb Raha
, Sang Hoon Hong, Choong Seon Hong:
A Framework for Multi-Prototype Based Federated Learning: Towards the Edge Intelligence. ICOIN 2023: 134-139
[c386]Nway Nway Ei, Pyae Sone Aung, Seong-Bae Park, Eui-Nam Huh, Choong Seon Hong:
Joint Association and Power Allocation for Data Collection in HAP-LEO-Assisted IoT Networks. ICOIN 2023: 206-211
[c385]Ngo Thien Thu, Eui-Nam Huh, Choong Seon Hong:
ETANet: An Efficient Triple-Attention Network for Salient Object Detection. ICOIN 2023: 271-276
[c384]Girum Fitihamlak Ejigu, Sang Hoon Hong, Choong Seon Hong:
Robust Federated Learning with Local Mixed Co-teaching. ICOIN 2023: 277-281
[c383]Avi Deb Raha
, Md. Shirajum Munir, Apurba Adhikary
, Yu Qiao
, Seong-Bae Park, Choong Seon Hong:
An Artificial Intelligent-Driven Semantic Communication Framework for Connected Autonomous Vehicular Network. ICOIN 2023: 352-357
[c382]Dong Uk Kim, Seong Bae Park, Choong Seon Hong, Eui-nam Huh:
Resource Allocation and User Association Using Reinforcement Learning via Curriculum in a Wireless Network with High User Mobility. ICOIN 2023: 382-386
[c381]Sumit Kumar Dam, Md. Shirajum Munir, Avi Deb Raha
, Apurba Adhikary, Seong-Bae Park, Choong Seon Hong:
RNN-based Text Summarization for Communication Cost Reduction: Toward a Semantic Communication. ICOIN 2023: 423-426
[c380]Sheikh Salman Hassan
, Yu Min Park, Kitae Kim
, Sang Hoon Hong, Choong Seon Hong:
Seamless and Efficient Resources Allocation in 6G Satellite Networks Servicing Remote User Equipments. ICOIN 2023: 443-448
[c379]Loc X. Nguyen, Pyae Sone Aung, Huy Q. Le, Seong-Bae Park, Choong Seon Hong:
A New Chapter for Medical Image Generation: The Stable Diffusion Method. ICOIN 2023: 483-486
[c378]Chu Myaet Thwal
, Ye Lin Tun
, Kitae Kim
, Seong-Bae Park, Choong Seon Hong:
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting. ICOIN 2023: 499-504
[c377]Sheikh Salman Hassan
, Seong-Bae Park, Eui-Nam Huh, Choong Seon Hong:
Seamless and Intelligent Resource Allocation in 6G Maritime Networks Framework via Deep Reinforcement Learning. ICOIN 2023: 505-510
[c376]Huy Q. Le, Loc X. Nguyen, Seong-Bae Park, Choong Seon Hong:
Layer-wise Knowledge Distillation for Cross-Device Federated Learning. ICOIN 2023: 526-529
[c375]Quang Hieu Vo, Sang Hoon Hong, Lok-Won Kim, Choong Seon Hong:
Integrated Optimization in Training Process for Binary Neural Network. ICOIN 2023: 545-548
[c374]Nguyen Dang Tri
, Loc X. Nguyen, Huy Q. Le, KiTae Kim
, S. M. Ahsan Kazmi, Seong-Bae Park, Eui-Nam Huh, Choong Seon Hong:
Semantic Communication for AR-based Services in 5G and Beyond. ICOIN 2023: 549-553
[c373]Yu Min Park, Kitae Kim
, Seong-Bae Park, Choong Seon Hong:
Trajectory Optimization of Multiple Urban Air Mobility for Reliable Communications with Integrated Space-Air-Ground Network. ICOIN 2023: 596-599
[c372]Sharmen Akhter
, Md. Imtiaz Hossain, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh:
ParaNet: A Single Blocked Network for Mobile Edge Computing Devices. ICOIN 2023: 626-631
[c371]Md. Imtiaz Hossain, Sharmen Akhter
, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh:
Multi-Person 3D Pose Estimation in Mobile Edge Computing Devices for Real-Time Applications. ICOIN 2023: 673-677
[c370]Ji Su Yoon, Sun Moo Kang, Seong-Bae Park, Choong Seon Hong:
GDFed: Dynamic Federated Learning for Heterogenous Device Using Graph Neural Network. ICOIN 2023: 683-685
[c369]JinSeon Park, Ki Tae Kim
, Seong-Bae Park, Choong Seon Hong:
Abnormal Client Detection Federated Learning Using Image Vectors. ICOIN 2023: 742-745
[c368]Min Seok Kim, Sang Hoon Hong, Choong Seon Hong:
Contents Delivering Network on Constellation Satellite using THz: Latency Minimization and Energy Optimization. ICOIN 2023: 764-768
[c367]Md. Delowar Hossain, Tangina Sultana
, Sharmen Akhter
, Md. Imtiaz Hossain, Ga-Won Lee, Choong Seon Hong, Eui-Nam Huh:
Computation Offloading Strategy Based on Multi-armed Bandit Learning in Microservice-enabled Vehicular Edge Computing Networks. ICOIN 2023: 769-774
[c366]Chaoning Zhang
, Philipp Benz
, Adil Karjauv
, In So Kweon
, Choong Seon Hong
:
Simple Techniques are Sufficient for Boosting Adversarial Transferability. ACM Multimedia 2023: 8486-8494
[c365]Apurba Adhikary
, Md. Shirajum Munir, Avi Deb Raha
, Yu Qiao
, Choong Seon Hong:
Artificial Intelligence Framework for Target Oriented Integrated Sensing and Communication in Holographic MIMO. NOMS 2023: 1-7
[c364]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong:
Deep Reinforcement Learning based Spectral Efficiency Maximization in STAR-RIS-Assisted Indoor Outdoor Communication. NOMS 2023: 1-6
[c363]Sheikh Salman Hassan
, Umer Majeed
, Zhu Han
, Choong Seon Hong:
SFL-LEO: Secure Federated Learning Computation Based on LEO Satellites for 6G Non-Terrestrial Networks. NOMS 2023: 1-5
[c362]Yu Qiao
, Md. Shirajum Munir, Apurba Adhikary, Avi Deb Raha
, Choong Seon Hong:
CDFed: Contribution-based Dynamic Federated Learning for Managing System and Statistical Heterogeneity. NOMS 2023: 1-5
[c361]Luyao Zou
, Sheikh Salman Hassan
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong:
Energy Efficient Leaderless Softwarized UAV Network: Joint Intelligent User Association and Resource Allocation Design. NOMS 2023: 1-5
[i124]Chaoning Zhang
, Chenshuang Zhang, Sheng Zheng, Yu Qiao
, Chenghao Li, Mengchun Zhang, Sumit Kumar Dam, Chu Myaet Thwal, Ye Lin Tun
, Le Luang Huy, Dong Uk Kim, Sung-Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong:
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? CoRR abs/2303.11717 (2023)
[i123]Yu Qiao
, Seong-Bae Park, Sun Moo Kang, Choong Seon Hong:
Prototype Helps Federated Learning: Towards Faster Convergence. CoRR abs/2303.12296 (2023)
[i122]Yu Qiao
, Md. Shirajum Munir, Apurba Adhikary
, Huy Q. Le, Avi Deb Raha
, Chaoning Zhang
, Choong Seon Hong:
MP-FedCL: Multi-Prototype Federated Contrastive Learning for Edge Intelligence. CoRR abs/2304.01950 (2023)
[i121]Chaoning Zhang
, Chenshuang Zhang, Chenghao Li, Yu Qiao
, Sheng Zheng, Sumit Kumar Dam, Mengchun Zhang, Jung Uk Kim, Seong Tae Kim, Jinwoo Choi, Gyeong-Moon Park, Sung-Ho Bae, Lik-Hang Lee, Pan Hui, In So Kweon, Choong Seon Hong:
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era. CoRR abs/2304.06488 (2023)
[i120]Dongsheng Han, Chaoning Zhang
, Yu Qiao, Maryam Qamar, Yuna Jung, SeungKyu Lee, Sung-Ho Bae, Choong Seon Hong:
Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected. CoRR abs/2305.00278 (2023)
[i119]Chenghao Li, Chaoning Zhang, Atish Waghwase, Lik-Hang Lee, François Rameau, Yang Yang, Sung-Ho Bae, Choong Seon Hong:
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era. CoRR abs/2305.06131 (2023)
[i118]Chaoning Zhang, Sheng Zheng, Chenghao Li, Yu Qiao, Taegoo Kang, Xinru Shan, Chenshuang Zhang, Caiyan Qin, François Rameau, Sung-Ho Bae, Choong Seon Hong:
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering. CoRR abs/2306.06211 (2023)
[i117]Yu Qiao
, Chaoning Zhang
, Taegoo Kang, Donghun Kim, Shehbaz Tariq, Chenshuang Zhang, Choong Seon Hong:
Robustness of SAM: Segment Anything Under Corruptions and Beyond. CoRR abs/2306.07713 (2023)
[i116]Chaoning Zhang, Dongsheng Han, Yu Qiao, Jung Uk Kim, Sung-Ho Bae, Seungkyu Lee, Choong Seon Hong:
Faster Segment Anything: Towards Lightweight SAM for Mobile Applications. CoRR abs/2306.14289 (2023)
[i115]Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong:
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation. CoRR abs/2307.02663 (2023)
[i114]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. CoRR abs/2307.03402 (2023)
[i113]Yu Qiao, Huy Q. Le, Choong Seon Hong:
Boosting Federated Learning Convergence with Prototype Regularization. CoRR abs/2307.10575 (2023)
[i112]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. CoRR abs/2307.13214 (2023)
[i111]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. CoRR abs/2307.15469 (2023)
[i110]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. CoRR abs/2308.08279 (2023)
[i109]Quang Hieu Vo, Linh-Tam Tran, Sung-Ho Bae, Lok-Won Kim, Choong Seon Hong:
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree. CoRR abs/2308.13735 (2023)
[i108]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. CoRR abs/2309.13223 (2023)
[i107]Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Nguyen Hoang Tran:
Federated Deep Equilibrium Learning: A Compact Shared Representation for Edge Communication Efficiency. CoRR abs/2309.15659 (2023)
[i106]Avi Deb Raha
, Md. Shirajum Munir, Apurba Adhikary
, Yu Qiao
, Choong Seon Hong:
Generative AI-driven Semantic Communication Framework for NextG Wireless Network. CoRR abs/2310.09021 (2023)
[i105]Loc X. Nguyen, Huy Q. Le, Ye Lin Tun
, Pyae Sone Aung, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Training A Semantic Communication System with Federated Learning. CoRR abs/2310.13236 (2023)
[i104]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. CoRR abs/2311.08708 (2023)
[i103]Chaoning Zhang
, Yu Qiao, Shehbaz Tariq, Sheng Zheng, Chenshuang Zhang, Chenghao Li, Hyundong Shin, Choong Seon Hong:
Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape. CoRR abs/2311.11465 (2023)
[i102]Ye Lin Tun
, Minh N. H. Nguyen, Chu Myaet Thwal, Jinwoo Choi, Choong Seon Hong:
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data. CoRR abs/2311.16535 (2023)
[i101]Ye Lin Tun
, Chu Myaet Thwal, Ji Su Yoon, Sun Moo Kang, Chaoning Zhang
, Choong Seon Hong:
Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks. CoRR abs/2311.16538 (2023)
[i100]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. CoRR abs/2312.08714 (2023)
[i99]Chaoning Zhang
, Dongshen Han, Sheng Zheng, Jinwoo Choi, Tae-Ho Kim, Choong Seon Hong:
MobileSAMv2: Faster Segment Anything to Everything. CoRR abs/2312.09579 (2023)- 2022
[j280]Quang Hieu Vo
, Linh Ngoc Le
, Faaiz Asim, Lok-Won Kim
, Choong Seon Hong
:
A Deep Learning Accelerator Based on a Streaming Architecture for Binary Neural Networks. IEEE Access 10: 21141-21159 (2022)
[j279]Oanh Tran Thi Kim
, Tra Huong Thi Le
, Michael J. Shin, Vandung Nguyen
, Zhu Han
, Choong Seon Hong
:
Distributed Auction-Based Incentive Mechanism for Energy Trading Between Electric Vehicles and Mobile Charging Stations. IEEE Access 10: 56331-56347 (2022)
[j278]Abdullah Yousafzai
, Latif U. Khan
, Umer Majeed
, Owais Hakeem
, Choong Seon Hong
:
FedMarket: A Cryptocurrency Driven Marketplace for Mobile Federated Learning Services. IEEE Access 10: 87602-87616 (2022)
[j277]Nguyen Dang Tri
, Aunas Manzoor
, Yan Kyaw Tun
, S. M. Ahsan Kazmi
, Rim Haw, Sang Hoon Hong
, Zhu Han
, Choong Seon Hong
:
Joint Communication, Computation, and Control for Computational Task Offloading in Vehicle-Assisted Multi-Access Edge Computing. IEEE Access 10: 122513-122529 (2022)
[j276]Latif U. Khan
, Walid Saad, Dusit Niyato, Zhu Han
, Choong Seon Hong:
Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions. IEEE Commun. Mag. 60(1): 74-80 (2022)
[j275]Latif U. Khan
, Zhu Han
, Walid Saad
, Ekram Hossain
, Mohsen Guizani
, Choong Seon Hong
:
Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities. IEEE Commun. Surv. Tutorials 24(4): 2230-2254 (2022)
[j274]Sabah Suhail
, Rasheed Hussain
, Raja Jurdak
, Alma Oracevic
, Khaled Salah, Choong Seon Hong, Raimundas Matulevicius:
Blockchain-Based Digital Twins: Research Trends, Issues, and Future Challenges. ACM Comput. Surv. 54(11s): 240:1-240:34 (2022)
[j273]Sabah Suhail
, Rasheed Hussain
, Raja Jurdak
, Choong Seon Hong
:
Trustworthy Digital Twins in the Industrial Internet of Things With Blockchain. IEEE Internet Comput. 26(3): 58-67 (2022)
[j272]Shashi Raj Pandey
, Minh N. H. Nguyen
, Nguyen Dang Tri
, Nguyen Hoang Tran
, Kyi Thar
, Zhu Han
, Choong Seon Hong
:
Edge-Assisted Democratized Learning Toward Federated Analytics. IEEE Internet Things J. 9(1): 572-588 (2022)
[j271]Md. Shirajum Munir
, Ki Tae Kim
, Kyi Thar
, Dusit Niyato
, Choong Seon Hong
:
Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging. IEEE Internet Things J. 9(16): 15184-15203 (2022)
[j270]Yan Kyaw Tun
, Nguyen Dang Tri
, Kitae Kim
, Madyan Alsenwi
, Walid Saad
, Choong Seon Hong
:
Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing. IEEE Internet Things J. 9(23): 24221-24235 (2022)
[j269]Waqas ur Rahman
, Muhammad Bilal Amin, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh:
QoE optimization for HTTP adaptive streaming: Performance evaluation of MEC-assisted and client-based methods. J. Vis. Commun. Image Represent. 82: 103415 (2022)
[j268]Dan Wang
, Zhu Han
, Ekram Hossain, Yifei Zhu
, Choong Seon Hong, Zhijin Qin:
Guest Editorial: Federated Optimizations and Networked Edge Intelligence. IEEE Netw. 36(5): 94-96 (2022)
[j267]Priyan Malarvizhi Kumar
, Choong Seon Hong
, Fatemeh Afghah
, Gunasekaran Manogaran, Keping Yu
, Qiaozhi Hua
, Jiechao Gao
:
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems. IEEE J. Biomed. Health Informatics 26(3): 973-982 (2022)
[j266]S. M. Ahsan Kazmi
, Nguyen Dang Tri
, Ibrar Yaqoob
, Aunas Manzoor
, Rasheed Hussain
, Adil Khan
, Choong Seon Hong
, Khaled Salah
:
A Novel Contract Theory-Based Incentive Mechanism for Cooperative Task-Offloading in Electrical Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 23(7): 8380-8395 (2022)
[j265]Nway Nway Ei
, Madyan Alsenwi
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong
:
Energy-Efficient Resource Allocation in Multi-UAV-Assisted Two-Stage Edge Computing for Beyond 5G Networks. IEEE Trans. Intell. Transp. Syst. 23(9): 16421-16432 (2022)
[j264]Neetu Raveendran
, Huaqing Zhang
, Lingyang Song
, Li-Chun Wang
, Choong Seon Hong
, Zhu Han
:
Pricing and Resource Allocation Optimization for IoT Fog Computing and NFV: An EPEC and Matching Based Perspective. IEEE Trans. Mob. Comput. 21(4): 1349-1361 (2022)
[j263]Yue Yu
, Dawei Chen
, Xiao Tang
, Tiecheng Song
, Choong Seon Hong
, Zhu Han
:
Incentive Framework for Cross-Device Federated Learning and Analytics With Multiple Tasks Based on a Multi-Leader-Follower Game. IEEE Trans. Netw. Sci. Eng. 9(5): 3749-3761 (2022)
[j262]Luyao Zou
, Md. Shirajum Munir
, Yan Kyaw Tun
, Seok Won Kang, Choong Seon Hong
:
Intelligent EV Charging for Urban Prosumer Communities: An Auction and Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 19(4): 4384-4407 (2022)
[j261]Yan Kyaw Tun
, Yu Min Park
, Tra Huong Thi Le
, Zhu Han
, Choong Seon Hong
:
A Business Model for Resource Sharing in Cell-Free UAVs-Assisted Wireless Networks. IEEE Trans. Veh. Technol. 71(8): 8839-8852 (2022)
[j260]Yu Min Park
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong
:
Trajectory Optimization and Phase-Shift Design in IRS-Assisted UAV Network for Smart Railway. IEEE Trans. Veh. Technol. 71(10): 11317-11321 (2022)
[c360]Nway Nway Ei, Ji Su Yoon, Choong Seon Hong:
Energy-Aware Task Offloading and Resource Allocation in Space-Aerial-Integrated MEC System. APNOMS 2022: 1-6
[c359]Sheikh Salman Hassan, Dong Uk Kim, Seok Won Kang, Choong Seon Hong:
Energy-Efficient IoE Networks Deployment for Future Smart Cities. APNOMS 2022: 1-6
[c358]Kitae Kim
, Choong Seon Hong:
Pruned Autoencoder based mmWave Channel Estimation in RIS-Assisted Wireless Networks. APNOMS 2022: 1-4
[c357]Min Seok Kim, Jong Hoon Shin, Choong Seon Hong:
Network Intrusion Detection System using 2D Anomaly Detection. APNOMS 2022: 1-4
[c356]Loc X. Nguyen, Luyao Zou
, Huy Q. Le, Choong Seon Hong:
An Encouraging Design for Data Owners to Join Multiple Co-existing Federated Learning. APNOMS 2022: 1-4
[c355]Yu Min Park, Sheikh Salman Hassan, Choong Seon Hong:
Maximizing Throughput of Aerial Base Stations via Resources-based Multi-Agent Proximal Policy Optimization: A Deep Reinforcement Learning Approach. APNOMS 2022: 1-4
[c354]Luyao Zou
, Md. Shirajum Munir, Ye Lin Tun
, Choong Seon Hong:
Clustering-Based Serverless Edge Computing Assisted Federated Learning for Energy Procurement. APNOMS 2022: 1-6
[c353]Pyae Sone Aung, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong:
Energy-Efficiency Maximization of Multiple RISs-Enabled Communication Networks by Deep Reinforcement Learning. ICC 2022: 2181-2186
[c352]Md. Shirajum Munir, Seong-Bae Park, Choong Seon Hong:
An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery. ICC 2022: 4787-4793
[c351]Sheikh Salman Hassan
, Yu Min Park, Yan Kyaw Tun
, Walid Saad, Zhu Han
, Choong Seon Hong:
3TO: THz-Enabled Throughput and Trajectory Optimization of UAVs in 6G Networks by Proximal Policy Optimization Deep Reinforcement Learning. ICC 2022: 5712-5718
[c350]Apurba Adhikary
, Saydul Akbar Murad
, Md. Shirajum Munir
, Choong Seon Hong:
Edge Assisted Crime Prediction and Evaluation Framework for Machine Learning Algorithms. ICOIN 2022: 417-422
[c349]Aunas Manzoor, S. M. Ahsan Kazmi, Choong Seon Hong:
Efficient Content Delivery to Vehicles Passing Through a Wireless-enabled Traffic Signal System. ICOIN 2022: 460-463
[c348]Yu Min Park, Sheikh Salman Hassan
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong:
Joint Resources and Phase-Shift Optimization of MEC-Enabled UAV in IRS-Assisted 6G THz Networks. NOMS 2022: 1-7
[i98]Sheikh Salman Hassan, DoHyeon Kim, Yan Kyaw Tun, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Seamless and Energy Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. CoRR abs/2201.08605 (2022)
[i97]Md. Shirajum Munir, Seong-Bae Park, Choong Seon Hong:
An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery. CoRR abs/2201.10822 (2022)
[i96]Sheikh Salman Hassan, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Blue Data Computation Maximization in 6G Space-Air-Sea Non-Terrestrial Networks. CoRR abs/2202.02533 (2022)
[i95]Latif U. Khan, Zhu Han, Walid Saad, Ekram Hossain, Mohsen Guizani, Choong Seon Hong:
Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities. CoRR abs/2202.02559 (2022)
[i94]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
3TO: THz-Enabled Throughput and Trajectory Optimization of UAVs in 6G Networks by Proximal Policy Optimization Deep Reinforcement Learning. CoRR abs/2202.02924 (2022)
[i93]Minh N. H. Nguyen, Huy Q. Le, Shashi Raj Pandey, Choong Seon Hong:
CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning. CoRR abs/2204.01542 (2022)
[i92]Latif U. Khan
, Zhu Han
, Dusit Niyato, Ekram Hossain, Choong Seon Hong:
Metaverse for Wireless Systems: Vision, Enablers, Architecture, and Future Directions. CoRR abs/2207.00413 (2022)
[i91]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. CoRR abs/2207.03149 (2022)
[i90]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. CoRR abs/2208.05558 (2022)
[i89]Loc X. Nguyen, Yan Kyaw Tun, Nguyen Dang Tri, Yu Min Park, Zhu Han, Choong Seon Hong:
Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAVs Networks: A Meta-Heuristic Approach. CoRR abs/2208.07536 (2022)
[i88]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. CoRR abs/2209.07228 (2022)
[i87]Md. Shirajum Munir, Ki Tae Kim
, Apurba Adhikary
, Walid Saad, Sachin Shetty
, Seong-Bae Park, Choong Seon Hong:
Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network. CoRR abs/2210.06649 (2022)
[i86]Ye Lin Tun
, Chu Myaet Thwal, Seong-Bae Park, Choong Seon Hong:
Federated Learning with Intermediate Representation Regularization. CoRR abs/2210.15827 (2022)
[i85]Ye Lin Tun
, Kyi Thar, Chu Myaet Thwal, Choong Seon Hong:
Federated Learning based Energy Demand Prediction with Clustered Aggregation. CoRR abs/2210.15850 (2022)
[i84]Latif U. Khan, Ibrar Yaqoob, Khaled Salah, Choong Seon Hong, Dusit Niyato, Zhu Han
, Mohsen Guizani:
Machine Learning for Metaverse-enabled Wireless Systems: Vision, Requirements, and Challenges. CoRR abs/2211.03703 (2022)
[i83]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. CoRR abs/2212.05757 (2022)- 2021
[b1]Choong Seon Hong, Latif U. Khan, Mingzhe Chen, Dawei Chen, Walid Saad, Zhu Han:
Federated Learning for Wireless Networks. Wireless Networks, Springer 2021, ISBN 978-981-16-4962-2, pp. 3-239
[j259]Chit Wutyee Zaw
, Shashi Raj Pandey
, Kitae Kim
, Choong Seon Hong
:
Energy-Aware Resource Management for Federated Learning in Multi-Access Edge Computing Systems. IEEE Access 9: 34938-34950 (2021)
[j258]Umer Majeed
, Latif U. Khan
, Abdullah Yousafzai
, Zhu Han
, Bang Ju Park
, Choong Seon Hong
:
ST-BFL: A Structured Transparency Empowered Cross-Silo Federated Learning on the Blockchain Framework. IEEE Access 9: 155634-155650 (2021)
[j257]Sabah Suhail
, Rasheed Hussain
, Abid Khan
, Choong Seon Hong:
Corrigendum to "Orchestrating product provenance story: When IOTA ecosystem meets electronics supply chain space" [Comput. Ind. 123 (December) (2020) 103334]. Comput. Ind. 128: 103392 (2021)
[j256]Minh N. H. Nguyen, Shashi Raj Pandey
, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen
, Walid Saad, Choong Seon Hong
:
Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. 16(1): 49-62 (2021)
[j255]Abdullah Yousafzai
, Priyan Malarvizhi Kumar
, Choong Seon Hong:
CROWD-CDN: A cryptocurrency incentivized crowdsourced peer-to-peer content delivery framework. Comput. Commun. 179: 260-271 (2021)
[j254]Latif U. Khan
, Walid Saad
, Zhu Han
, Ekram Hossain
, Choong Seon Hong
:
Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges. IEEE Commun. Surv. Tutorials 23(3): 1759-1799 (2021)
[j253]Van Dung Nguyen
, Tran Trong Khanh
, Thant Zin Oo
, Nguyen Hoang Tran
, Eui-Nam Huh
, Choong Seon Hong
:
Latency Minimization in a Fuzzy-Based Mobile Edge Orchestrator for IoT Applications. IEEE Commun. Lett. 25(1): 84-88 (2021)
[j252]Yan Kyaw Tun
, Yu Min Park
, Nguyen Hoang Tran
, Walid Saad
, Shashi Raj Pandey
, Choong Seon Hong
:
Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing. IEEE Commun. Lett. 25(1): 249-253 (2021)
[j251]Luyao Xu
, Ming Chen, Mingzhe Chen
, Zhaohui Yang
, Christina Chaccour
, Walid Saad
, Choong Seon Hong
:
Joint Location, Bandwidth and Power Optimization for THz-Enabled UAV Communications. IEEE Commun. Lett. 25(6): 1984-1988 (2021)
[j250]Sabah Suhail
, Rasheed Hussain
, Abid Khan
, Choong Seon Hong
:
On the Role of Hash-Based Signatures in Quantum-Safe Internet of Things: Current Solutions and Future Directions. IEEE Internet Things J. 8(1): 1-17 (2021)
[j249]Dawei Chen
, Choong Seon Hong
, Li Wang
, Yiyong Zha, Yunfei Zhang
, Xin Liu, Zhu Han
:
Matching-Theory-Based Low-Latency Scheme for Multitask Federated Learning in MEC Networks. IEEE Internet Things J. 8(14): 11415-11426 (2021)
[j248]Nguyen Dang Tri
, Kitae Kim
, Latif U. Khan
, S. M. Ahsan Kazmi
, Zhu Han
, Choong Seon Hong
:
On-Device Computational Caching-Enabled Augmented Reality for 5G and Beyond: A Contract-Theory-Based Incentive Mechanism. IEEE Internet Things J. 8(24): 17382-17394 (2021)
[j247]Sihua Wang
, Mingzhe Chen
, Changchuan Yin
, Walid Saad
, Choong Seon Hong
, Shuguang Cui
, H. Vincent Poor
:
Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. IEEE Internet Things J. 8(24): 17460-17475 (2021)
[j246]Byung-Seok Kang
, Francis Malute, Ovidiu Bagdasar
, Choongseon Hong
:
Internet of Planets (IoP): A New Era of the Internet. IT Prof. 23(3): 76-81 (2021)
[j245]Umer Majeed
, Latif U. Khan
, Ibrar Yaqoob
, S. M. Ahsan Kazmi
, Khaled Salah, Choong Seon Hong:
Blockchain for IoT-based smart cities: Recent advances, requirements, and future challenges. J. Netw. Comput. Appl. 181: 103007 (2021)
[j244]Anupam Kumar Bairagi
, Md. Shirajum Munir
, Madyan Alsenwi
, Nguyen Hoang Tran
, Sultan S. Alshamrani
, Mehedi Masud
, Zhu Han
, Choong Seon Hong
:
Coexistence Mechanism Between eMBB and uRLLC in 5G Wireless Networks. IEEE Trans. Commun. 69(3): 1736-1749 (2021)
[j243]Aunas Manzoor
, Kitae Kim
, Shashi Raj Pandey
, S. M. Ahsan Kazmi
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-Assisted Cellular Networks. IEEE Trans. Commun. 69(6): 3943-3956 (2021)
[j242]Mehdi Naderi Soorki
, Walid Saad
, Mehdi Bennis
, Choong Seon Hong
:
Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces. IEEE Trans. Commun. 69(11): 7444-7457 (2021)
[j241]Anselme Ndikumana
, Nguyen Hoang Tran
, DoHyeon Kim
, Ki Tae Kim
, Choong Seon Hong
:
Deep Learning Based Caching for Self-Driving Cars in Multi-Access Edge Computing. IEEE Trans. Intell. Transp. Syst. 22(5): 2862-2877 (2021)
[j240]Sarder Fakhrul Abedin
, Md. Shirajum Munir
, Nguyen Hoang Tran
, Zhu Han
, Choong Seon Hong
:
Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 22(9): 5994-6006 (2021)
[j239]Latif U. Khan
, Zhu Han
, Dusit Niyato
, Choong Seon Hong
:
Socially-Aware-Clustering-Enabled Federated Learning for Edge Networks. IEEE Trans. Netw. Serv. Manag. 18(3): 2641-2658 (2021)
[j238]Jing Li
, Dusit Niyato
, Choong Seon Hong
, Kyung-Joon Park
, Li Wang
, Zhu Han
:
Cyber Insurance Design for Validator Rotation in Sharded Blockchain Networks: A Hierarchical Game-Based Approach. IEEE Trans. Netw. Serv. Manag. 18(3): 3092-3106 (2021)
[j237]Md. Shirajum Munir
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems. IEEE Trans. Netw. Serv. Manag. 18(3): 3353-3374 (2021)
[j236]Md. Shirajum Munir
, Sarder Fakhrul Abedin
, Nguyen Hoang Tran
, Zhu Han
, Eui-Nam Huh
, Choong Seon Hong
:
Risk-Aware Energy Scheduling for Edge Computing With Microgrid: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 18(3): 3476-3497 (2021)
[j235]Canh T. Dinh
, Nguyen Hoang Tran
, Minh N. H. Nguyen
, Choong Seon Hong
, Wei Bao
, Albert Y. Zomaya
, Vincent Gramoli:
Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation. IEEE/ACM Trans. Netw. 29(1): 398-409 (2021)
[j234]Dawei Chen
, Choong Seon Hong
, Yiyong Zha, Yunfei Zhang
, Xin Liu, Zhu Han
:
FedSVRG Based Communication Efficient Scheme for Federated Learning in MEC Networks. IEEE Trans. Veh. Technol. 70(7): 7300-7304 (2021)
[j233]Mohammad Taghi Dabiri
, Saeed Khankalantary
, Mohammad Jalil Piran
, Imran Shafique Ansari
, Murat Uysal
, Walid Saad
, Choong Seon Hong
:
UAV-Assisted Free Space Optical Communication System With Amplify-and-Forward Relaying. IEEE Trans. Veh. Technol. 70(9): 8926-8936 (2021)
[j232]Mohammad Taghi Dabiri
, Mohsen Rezaee
, Vahid Yazdanian, Behrouz Maham
, Walid Saad
, Choong Seon Hong
:
3D Channel Characterization and Performance Analysis of UAV-Assisted Millimeter Wave Links. IEEE Trans. Wirel. Commun. 20(1): 110-125 (2021)
[j231]Zhaohui Yang
, Mingzhe Chen
, Walid Saad
, Choong Seon Hong
, Mohammad Shikh-Bahaei
:
Energy Efficient Federated Learning Over Wireless Communication Networks. IEEE Trans. Wirel. Commun. 20(3): 1935-1949 (2021)
[j230]Minchae Jung
, Walid Saad
, Mérouane Debbah, Choong Seon Hong
:
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation. IEEE Trans. Wirel. Commun. 20(7): 4347-4363 (2021)
[j229]Madyan Alsenwi
, Nguyen Hoang Tran
, Mehdi Bennis
, Shashi Raj Pandey
, Anupam Kumar Bairagi
, Choong Seon Hong
:
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. IEEE Trans. Wirel. Commun. 20(7): 4585-4600 (2021)
[j228]Tra Huong Thi Le
, Nguyen Hoang Tran
, Yan Kyaw Tun
, Minh N. H. Nguyen
, Shashi Raj Pandey
, Zhu Han
, Choong Seon Hong
:
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach. IEEE Trans. Wirel. Commun. 20(8): 4874-4887 (2021)
[j227]Latif U. Khan
, Walid Saad, Zhu Han
, Choong Seon Hong:
Dispersed Federated Learning: Vision, Taxonomy, and Future Directions. IEEE Wirel. Commun. 28(5): 192-198 (2021)
[j226]Shashi Raj Pandey
, Kitae Kim
, Madyan Alsenwi
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong
:
Latency-Sensitive Service Delivery With UAV-Assisted 5G Networks. IEEE Wirel. Commun. Lett. 10(7): 1518-1522 (2021)
[c347]Huy Q. Le, Jong Hoon Shin, Minh N. H. Nguyen, Choong Seon Hong:
Distilling Knowledge in Federated Learning. APNOMS 2021: 196-201
[c346]Sheikh Salman Hassan
, Yu Min Park, Choong Seon Hong:
On-Demand MEC Empowered UAV Deployment for 6G Time-Sensitive Maritime Internet of Things. APNOMS 2021: 386-389
[c345]Yan Kyaw Tun
, Kitae Kim
, Pyae Sone Aung, Madyan Alsenwi, Choong Seon Hong:
An Efficient Resource Sharing Model for Multi-UAV-Assisted Wireless Networks. APNOMS 2021: 390-393
[c344]Nguyen Dang Tri
, Jeong Min Jeon, Latif U. Khan
, Aunas Manzoor, Choong Seon Hong:
Decentralized Collaborative Caching-based Virtual Reality for 5G and Beyond. APNOMS 2021: 394-397
[c343]Md. Shirajum Munir
, DoHyeon Kim, Seok Won Kang, Luyao Zou
, Choong Seon Hong:
Intelligent Grid Shepherd: Towards a Resilient Distributed Energy Resources Control System. APNOMS 2021: 398-401
[c342]Chit Wutyee Zaw, Choong Seon Hong:
A Decentralized Game Theoretic Approach for Energy-aware Resource Management in Federated Learning. BigComp 2021: 133-136
[c341]Chu Myaet Thwal
, Kyi Thar, Ye Lin Tun
, Choong Seon Hong:
Attention on Personalized Clinical Decision Support System: Federated Learning Approach. BigComp 2021: 141-147
[c340]Ye Lin Tun
, Kyi Thar, Chu Myaet Thwal
, Choong Seon Hong:
Federated Learning based Energy Demand Prediction with Clustered Aggregation. BigComp 2021: 164-167
[c339]Shashi Raj Pandey
, Kitae Kim
, Madyan Alsenwi
, Yan Kyaw Tun
, Choong Seon Hong:
A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog Computing. BigComp 2021: 246-251
[c338]Sheikh Salman Hassan
, Yan Kyaw Tun
, Walid Saad, Zhu Han
, Choong Seon Hong:
Blue Data Computation Maximization in 6G Space-Air-Sea Non-Terrestrial Networks. GLOBECOM 2021: 1-6
[c337]Nway Nway Ei, Seok Won Kang, Madyan Alsenwi
, Yan Kyaw Tun
, Choong Seon Hong:
Multi-UAV-Assisted MEC System: Joint Association and Resource Management Framework. ICOIN 2021: 213-218
[c336]Aunas Manzoor
, Nguyen Dang Tri
, Choong Seon Hong:
UAV Trajectory Design for UAV-2-GV Communication in VANETs. ICOIN 2021: 219-224
[c335]Sheikh Salman Hassan
, Umer Majeed
, Choong Seon Hong:
Reliable Integrated Space-Oceanic Network Profit Maximization by Bender Decomposition Approach. ICOIN 2021: 565-570
[c334]Umer Majeed
, Sheikh Salman Hassan
, Choong Seon Hong:
Cross-Silo Model-Based Secure Federated Transfer Learning for Flow-Based Traffic Classification. ICOIN 2021: 588-593
[c333]Chit Wutyee Zaw, Choong Seon Hong:
Loss and Energy Tradeoff in Multi-access Edge Computing Enabled Federated Learning. ICOIN 2021: 597-602
[c332]Jeong Min Jeon, Choong Seon Hong:
Scalable Private P2P network for distributed and Hierarchical Machine Learning in VANETs. ICOIN 2021: 627-629
[i82]Latif U. Khan, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong:
Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions. CoRR abs/2102.12169 (2021)
[i81]Sabah Suhail
, Rasheed Hussain, Raja Jurdak, Alma Oracevic
, Khaled Salah, Choong Seon Hong:
Blockchain-based Digital Twins: Research Trends, Issues, and Future Challenges. CoRR abs/2103.11585 (2021)
[i80]Chit Wutyee Zaw, Shashi Raj Pandey, Kitae Kim
, Choong Seon Hong:
Energy-aware Resource Management for Federated Learning in Multi-access Edge Computing Systems. CoRR abs/2103.13293 (2021)
[i79]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong:
Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces. CoRR abs/2104.00075 (2021)
[i78]Sabah Suhail
, Raja Jurdak, Raimundas Matulevicius, Choong Seon Hong:
Securing Cyber-Physical Systems Through Blockchain-Based Digital Twins and Threat Intelligence. CoRR abs/2105.08886 (2021)
[i77]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. CoRR abs/2105.09641 (2021)
[i76]Yan Kyaw Tun, Yu Min Park, Tra Huong Thi Le, Zhu Han, Choong Seon Hong:
A Business Model for Resource Sharing in Cell-Free UAVs-Assisted Wireless Networks. CoRR abs/2107.00845 (2021)
[i75]Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Trajectory Optimization and Phase-Shift Design in IRS Assisted UAV Network for High Speed Trains. CoRR abs/2107.00857 (2021)
[i74]DoHyeon Kim, Aunas Manzoor, Madyan Alsenwi, Yan Kyaw Tun, Walid Saad, Choong Seon Hong:
Ruin Theory for User Association and Energy Optimization in Multi-access Edge Computing. CoRR abs/2107.00901 (2021)
[i73]Yan Kyaw Tun, Nguyen Dang Tri, Kitae Kim
, Madyan Alsenwi, Walid Saad, Choong Seon Hong:
Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing. CoRR abs/2107.14502 (2021)
[i72]Md. Shirajum Munir, Ki Tae Kim
, Kyi Thar, Dusit Niyato, Choong Seon Hong:
Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging. CoRR abs/2108.01466 (2021)- 2020
[j225]Ashis Talukder
, Choong Seon Hong
:
CM2D: Cost Minimization Under the Competitive Market in Dynamic Social Networks. IEEE Access 8: 4428-4441 (2020)
[j224]Latif U. Khan
, Ibrar Yaqoob
, Nguyen Hoang Tran
, Zhu Han
, Choong Seon Hong
:
Network Slicing: Recent Advances, Taxonomy, Requirements, and Open Research Challenges. IEEE Access 8: 36009-36028 (2020)
[j223]Yan Kyaw Tun
, Anselme Ndikumana
, Shashi Raj Pandey
, Zhu Han
, Choong Seon Hong
:
Joint Radio Resource Allocation and Content Caching in Heterogeneous Virtualized Wireless Networks. IEEE Access 8: 36764-36775 (2020)
[j222]Saeed Ullah
, Kitae Kim
, Aunas Manzoor
, Latif U. Khan
, S. M. Ahsan Kazmi
, Choong Seon Hong
:
Quality Adaptation and Resource Allocation for Scalable Video in D2D Communication Networks. IEEE Access 8: 48060-48073 (2020)
[j221]DoHyeon Kim
, S. M. Ahsan Kazmi
, Anselme Ndikumana
, Aunas Manzoor
, Walid Saad
, Choong Seon Hong
:
Distributed Radio Slice Allocation in Wireless Network Virtualization: Matching Theory Meets Auctions. IEEE Access 8: 73494-73507 (2020)
[j220]Yan Kyaw Tun
, DoHyeon Kim
, Madyan Alsenwi
, Nguyen Hoang Tran
, Zhu Han
, Choong Seon Hong
:
Energy Efficient Communication and Computation Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond. IEEE Access 8: 136024-136035 (2020)
[j219]Latif U. Khan
, Ibrar Yaqoob
, Muhammad Imran, Zhu Han
, Choong Seon Hong
:
6G Wireless Systems: A Vision, Architectural Elements, and Future Directions. IEEE Access 8: 147029-147044 (2020)
[j218]Aunas Manzoor
, S. M. Ahsan Kazmi
, Shashi Raj Pandey
, Choong Seon Hong
:
Contract-Based Scheduling of URLLC Packets in Incumbent EMBB Traffic. IEEE Access 8: 167516-167526 (2020)
[j217]Latif U. Khan
, Madyan Alsenwi
, Ibrar Yaqoob
, Muhammad Imran, Zhu Han
, Choong Seon Hong
:
Resource Optimized Federated Learning-Enabled Cognitive Internet of Things for Smart Industries. IEEE Access 8: 168854-168864 (2020)
[j216]Anupam Kumar Bairagi
, Mehedi Masud
, DoHyeon Kim
, Md. Shirajum Munir
, Abdullah Al Nahid
, Sarder Fakhrul Abedin
, Kazi Masudul Alam
, Sujit Biswas
, Sultan S. Alshamrani
, Zhu Han
, Choong Seon Hong
:
Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective. IEEE Access 8: 215570-215581 (2020)
[j215]Sabah Suhail
, Rasheed Hussain
, Abid Khan
, Choong Seon Hong
:
Orchestrating product provenance story: When IOTA ecosystem meets electronics supply chain space. Comput. Ind. 123: 103334 (2020)
[j214]Latif U. Khan
, Shashi Raj Pandey
, Nguyen Hoang Tran, Walid Saad, Zhu Han
, Minh N. H. Nguyen, Choong Seon Hong
:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. IEEE Commun. Mag. 58(10): 88-93 (2020)
[j213]Sabah Suhail
, Rasheed Hussain
, Mohammad M. Abdellatif
, Shashi Raj Pandey
, Abid Khan
, Choong Seon Hong
:
Provenance-enabled packet path tracing in the RPL-based internet of things. Comput. Networks 173: 107189 (2020)
[j212]Soheil Rostami
, Walid Saad
, Choong Seon Hong
:
Deep Learning With Persistent Homology for Orbital Angular Momentum (OAM) Decoding. IEEE Commun. Lett. 24(1): 117-121 (2020)
[j211]Sadeep Batewela
, Chen-Feng Liu
, Mehdi Bennis
, Himal A. Suraweera
, Choong Seon Hong
:
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing. IEEE Commun. Lett. 24(3): 617-621 (2020)
[j210]Aldiyar Dabarov
, Madiyar Sharipov, Aresh Dadlani
, Muthukrishnan Senthil Kumar
, Walid Saad
, Choong Seon Hong
:
Heterogeneous Projection of Disruptive Malware Prevalence in Mobile Social Networks. IEEE Commun. Lett. 24(8): 1673-1677 (2020)
[j209]Latif U. Khan
, Ibrar Yaqoob
, Nguyen Hoang Tran
, S. M. Ahsan Kazmi, Nguyen Dang Tri
, Choong Seon Hong
:
Edge-Computing-Enabled Smart Cities: A Comprehensive Survey. IEEE Internet Things J. 7(10): 10200-10232 (2020)
[j208]Vandung Nguyen
, Tran Trong Khanh
, Tri D. T. Nguyen, Choong Seon Hong
, Eui-Nam Huh:
Flexible computation offloading in a fuzzy-based mobile edge orchestrator for IoT applications. J. Cloud Comput. 9: 66 (2020)
[j207]Ibrar Yaqoob
, Latif U. Khan
, S. M. Ahsan Kazmi, Muhammad Imran, Nadra Guizani, Choong Seon Hong
:
Autonomous Driving Cars in Smart Cities: Recent Advances, Requirements, and Challenges. IEEE Netw. 34(1): 174-181 (2020)
[j206]Oanh Tran Thi Kim
, Nguyen Hoang Tran
, Chuan Pham
, Tuan LeAnh
, My T. Thai
, Choong Seon Hong
:
Parking Assignment: Minimizing Parking Expenses and Balancing Parking Demand Among Multiple Parking Lots. IEEE Trans Autom. Sci. Eng. 17(3): 1320-1331 (2020)
[j205]Anselme Ndikumana
, Nguyen Hoang Tran
, Tai Manh Ho
, Zhu Han
, Walid Saad
, Dusit Niyato
, Choong Seon Hong
:
Joint Communication, Computation, Caching, and Control in Big Data Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 19(6): 1359-1374 (2020)
[j204]Chuan Pham
, Nguyen Hoang Tran
, Shaolei Ren
, Walid Saad
, Choong Seon Hong
:
Traffic-Aware and Energy-Efficient vNF Placement for Service Chaining: Joint Sampling and Matching Approach. IEEE Trans. Serv. Comput. 13(1): 172-185 (2020)
[j203]Minh N. H. Nguyen
, Chit Wutyee Zaw, Kitae Kim
, Nguyen Hoang Tran
, Choong Seon Hong
:
Let's Share the Resource When We're Co-Located: Colocation Edge Computing. IEEE Trans. Veh. Technol. 69(5): 5618-5633 (2020)
[j202]Dawei Chen
, Yin-Chen Liu, BaekGyu Kim
, Jiang Xie
, Choong Seon Hong
, Zhu Han
:
Edge Computing Resources Reservation in Vehicular Networks: A Meta-Learning Approach. IEEE Trans. Veh. Technol. 69(5): 5634-5646 (2020)
[j201]Tra Huong Thi Le
, Nguyen Hoang Tran
, Tuan LeAnh
, Thant Zin Oo
, Kitae Kim
, Shaolei Ren
, Choong Seon Hong
:
Auction Mechanism for Dynamic Bandwidth Allocation in Multi-Tenant Edge Computing. IEEE Trans. Veh. Technol. 69(12): 15162-15176 (2020)
[j200]Shashi Raj Pandey
, Nguyen Hoang Tran
, Mehdi Bennis
, Yan Kyaw Tun
, Aunas Manzoor
, Choong Seon Hong
:
A Crowdsourcing Framework for On-Device Federated Learning. IEEE Trans. Wirel. Commun. 19(5): 3241-3256 (2020)
[j199]Van Dung Nguyen
, Tran Trong Khanh
, Nguyen Hoang Tran
, Eui-Nam Huh
, Choong Seon Hong
:
Joint Offloading and IEEE 802.11p-Based Contention Control in Vehicular Edge Computing. IEEE Wirel. Commun. Lett. 9(7): 1014-1018 (2020)
[c331]Yu Min Park, Yan Kyaw Tun
, Choong Seon Hong
:
Optimized Deployment of Multi-UAV based on Machine Learning in UAV-HST Networking. APNOMS 2020: 102-107
[c330]Pyae Sone Aung, Yan Kyaw Tun
, Nway Nway Ei, Choong Seon Hong
:
Energy-Efficient Offloading and User Association in UAV-assisted Vehicular Ad Hoc Network. APNOMS 2020: 108-113
[c329]You Jun Kim, Choong Seon Hong
:
Optimized Quantization for Convolutional Deep Neural Networks in Federated Learning. APNOMS 2020: 150-154
[c328]Umer Majeed
, Latif U. Khan
, Choong Seon Hong
:
Cross-Silo Horizontal Federated Learning for Flow-based Time-related-Features Oriented Traffic Classification. APNOMS 2020: 389-392
[c327]Minkyung Lee, Choong Seon Hong
:
Service Chaining Offloading Decision in the EdgeAI: A Deep Reinforcement Learning Approach. APNOMS 2020: 393-396
[c326]Latif U. Khan
, Umer Majeed
, Choong Seon Hong
:
Federated Learning for Cellular Networks: Joint User Association and Resource Allocation. APNOMS 2020: 405-408
[c325]Dawei Chen, Yifei Wei, Li Wang, Choong Seon Hong
, Li-Chun Wang, Zhu Han
:
Deep Reinforcement Learning Based Strategy for Quadrotor UAV Pursuer and Evader Problem. ICC Workshops 2020: 1-6
[c324]Minchae Jung, Walid Saad, Mérouane Debbah, Choong Seon Hong
:
Asymptotic Optimality of Reconfigurable Intelligent Surfaces: Passive Beamforming and Achievable Rate. ICC 2020: 1-6
[c323]Jing Li, Dusit Niyato
, Choong Seon Hong
, Kyung-Joon Park
, Li Wang, Zhu Han
:
A Contract-Theoretic Cyber Insurance for Withdraw Delay in the Blockchain Networks with Shards. ICC 2020: 1-7
[c322]Chit Wutyee Zaw, Nguyen Hoang Tran, Walid Saad, Zhu Han
, Choong Seon Hong
:
Generalized Nash Equilibrium Game for Radio and Computing Resource Allocation in Co-located MEC. ICC 2020: 1-6
[c321]Dawei Chen, Jiang (Linda) Xie, BaekGyu Kim
, Li Wang, Choong Seon Hong
, Li-Chun Wang, Zhu Han
:
Federated Learning Based Mobile Edge Computing for Augmented Reality Applications. ICNC 2020: 767-773
[c320]Kitae Kim
, Yu Min Park, Choong Seon Hong
:
Machine Learning Based Edge-Assisted UAV Computation Offloading for Data Analyzing. ICOIN 2020: 117-120
[c319]Madyan Alsenwi
, Yan Kyaw Tun
, Shashi Raj Pandey
, Nway Nway Ei, Choong Seon Hong
:
UAV-Assisted Multi-Access Edge Computing System: An Energy-Efficient Resource Management Framework. ICOIN 2020: 214-219
[c318]Waqas ur Rahman
, Choong Seon Hong
, Eui-nam Huh:
Performance Evaluation of Edge Computing Assisted Adaptive Streaming Algorithms. ICOIN 2020: 226-231
[c317]DoHyeon Kim, Anselme Ndikumana
, S. M. Ahsan Kazmi, Kitae Kim
, Md. Shirajum Munir
, Walid Saad, Choong Seon Hong
:
Pricing Mechanism for Virtualized Heterogeneous Resources in Wireless Network Virtualization. ICOIN 2020: 366-371
[c316]Luyao Zou
, Md. Shirajum Munir
, Kitae Kim
, Choong Seon Hong
:
Day-ahead Energy Sharing Schedule for the P2P Prosumer Community Using LSTM and Swarm Intelligence. ICOIN 2020: 396-401
[c315]Latif U. Khan
, Madyan Alsenwi
, Zhu Han
, Choong Seon Hong
:
Self Organizing Federated Learning Over Wireless Networks: A Socially Aware Clustering Approach. ICOIN 2020: 453-458
[c314]Md. Delowar Hossain
, Luan N. T. Huynh, Tangina Sultana
, Tri D. T. Nguyen, Jae Ho Park, Choong Seon Hong
, Eui-Nam Huh:
Collaborative Task Offloading for Overloaded Mobile Edge Computing in Small-Cell Networks. ICOIN 2020: 717-722
[c313]Vandung Nguyen
, Tran Trong Khanh
, Van-Nam Pham, Ngo Thien Thu, Choong Seon Hong
, Eui-Nam Huh:
Towards Flying Mobile Edge Computing. ICOIN 2020: 723-725
[c312]Seok Won Kang, Kyi Thar, Choong Seon Hong
:
Unmanned Aerial Vehicle Allocation and Deep Learning based Content Caching in Wireless Network. ICOIN 2020: 793-796
[c311]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun
, Oanh Tran Thi Kim, Kitae Kim
, Choong Seon Hong
:
Sharing Incentive Mechanism, Task Assignment and Resource Allocation for Task Offloading in Vehicular Mobile Edge Computing. NOMS 2020: 1-8
[c310]Tra Huong Thi Le, Nguyen Hoang Tran
, Yan Kyaw Tun
, Zhu Han
, Choong Seon Hong
:
Auction based Incentive Design for Efficient Federated Learning in Cellular Wireless Networks. WCNC 2020: 1-6
[i71]Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong:
Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication. CoRR abs/2001.07915 (2020)
[i70]Md. Shirajum Munir, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems. CoRR abs/2002.08567 (2020)
[i69]Md. Shirajum Munir, Sarder Fakhrul Abedin
, Nguyen Hoang Tran, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach. CoRR abs/2003.02157 (2020)
[i68]Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen Hoang Tran, Sultan S. Alshamrani, Mehedi Masud, Zhu Han, Choong Seon Hong:
Coexistence Mechanism between eMBB and uRLLC in 5G Wireless Networks. CoRR abs/2003.04551 (2020)
[i67]Sarder Fakhrul Abedin
, Md. Shirajum Munir, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong:
Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach. CoRR abs/2003.04816 (2020)
[i66]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey
, Anupam Kumar Bairagi, Choong Seon Hong:
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. CoRR abs/2003.07651 (2020)
[i65]Minh N. H. Nguyen, Shashi Raj Pandey
, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR abs/2003.09301 (2020)
[i64]Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui
, H. Vincent Poor:
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks. CoRR abs/2003.09375 (2020)
[i63]Aunas Manzoor, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Contract-based Scheduling of URLLC Packets in Incumbent EMBB Traffic. CoRR abs/2003.11176 (2020)
[i62]Sabah Suhail
, Rasheed Hussain
, Abid Khan, Choong Seon Hong:
On the Role of Hash-based Signatures in Quantum-Safe Internet of Things: Current Solutions and Future Directions. CoRR abs/2004.10435 (2020)
[i61]Aunas Manzoor, Kitae Kim
, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks. CoRR abs/2006.00815 (2020)
[i60]Minh N. H. Nguyen, Shashi Raj Pandey
, Nguyen Dang Tri, Eui-Nam Huh, Choong Seon Hong, Nguyen Hoang Tran, Walid Saad:
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems. CoRR abs/2007.03278 (2020)
[i59]Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui
:
Delay Minimization for Federated Learning Over Wireless Communication Networks. CoRR abs/2007.03462 (2020)
[i58]Anupam Kumar Bairagi, Mehedi Masud, DoHyeon Kim, Md. Shirajum Munir, Abdullah Al Nahid, Sarder Fakhrul Abedin
, Kazi Masudul Alam, Sujit Biswas
, Sultan S. Alshamrani, Zhu Han, Choong Seon Hong:
Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective. CoRR abs/2007.13305 (2020)
[i57]Latif U. Khan, Walid Saad, Zhu Han, Choong Seon Hong:
Dispersed Federated Learning: Vision, Taxonomy, and Future Directions. CoRR abs/2008.05189 (2020)
[i56]Md. Shirajum Munir, Sarder Fakhrul Abedin
, Ki Tae Kim
, DoHyeon Kim, Md. Golam Rabiul Alam, Choong Seon Hong:
Drive Safe: Cognitive-Behavioral Mining for Intelligent Transportation Cyber-Physical System. CoRR abs/2008.10148 (2020)
[i55]Abdullah Yousafzai, Choong Seon Hong:
SmartSON: A Smart contract driven incentive management framework for Self-Organizing Networks. CoRR abs/2008.11803 (2020)
[i54]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. CoRR abs/2009.10269 (2020)
[i53]Latif U. Khan, Walid Saad, Zhu Han, Ekram Hossain, Choong Seon Hong:
Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges. CoRR abs/2009.13012 (2020)
[i52]Sabah Suhail
, Rasheed Hussain
, Raja Jurdak, Choong Seon Hong:
Trustworthy Digital Twins in the Industrial Internet of Things with Blockchain. CoRR abs/2010.12168 (2020)
[i51]Luyao Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Christina Chaccour, Walid Saad, Choong Seon Hong:
Joint Location and Power Optimization for THz-enabled UAV Communications. CoRR abs/2011.01065 (2020)
[i50]Nway Nway Ei, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Energy-Efficient Resource Allocation in Multi-UAV-Assisted Two-Stage Edge Computing for Beyond 5G Networks. CoRR abs/2011.11876 (2020)
[i49]Minh N. H. Nguyen, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. CoRR abs/2011.12469 (2020)
[i48]Shashi Raj Pandey, Kitae Kim
, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Latency-sensitive Service Delivery with UAV-Assisted 5G Networks. CoRR abs/2011.13097 (2020)
[i47]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-assisted Democratized Learning Towards Federated Analytics. CoRR abs/2012.00425 (2020)
2010 – 2019
- 2019
[j198]Rim Haw, S. M. Ahsan Kazmi
, Kyi Thar
, Md. Golam Rabiul Alam
, Choong Seon Hong
:
Cache Aware User Association for Wireless Heterogeneous Networks. IEEE Access 7: 3472-3485 (2019)
[j197]Sarder Fakhrul Abedin
, Anupam Kumar Bairagi, Md. Shirajum Munir
, Nguyen Hoang Tran, Choong Seon Hong
:
Fog Load Balancing for Massive Machine Type Communications: A Game and Transport Theoretic Approach. IEEE Access 7: 4204-4218 (2019)
[j196]Tra Huong Thi Le
, Nguyen Hoang Tran, Phuong Luu Vo
, Zhu Han
, Mehdi Bennis
, Choong Seon Hong
:
Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game. IEEE Access 7: 20773-20788 (2019)
[j195]Ashis Talukder
, Md. Golam Rabiul Alam
, Nguyen Hoang Tran, Dusit Niyato
, Choong Seon Hong
:
Knapsack-Based Reverse Influence Maximization for Target Marketing in Social Networks. IEEE Access 7: 44182-44198 (2019)
[j194]Kyi Thar
, Thant Zin Oo
, Yan Kyaw Tun
, DoHyeon Kim, Ki Tae Kim
, Choong Seon Hong
:
A Deep Learning Model Generation Framework for Virtualized Multi-Access Edge Cache Management. IEEE Access 7: 62734-62749 (2019)
[j193]Md. Golam Rabiul Alam
, Sarder Fakhrul Abedin
, Seung Il Moon, Ashis Talukder
, Choong Seon Hong
:
Healthcare IoT-Based Affective State Mining Using a Deep Convolutional Neural Network. IEEE Access 7: 75189-75202 (2019)
[j192]Ashis Talukder
, Md. Golam Rabiul Alam
, Nguyen Hoang Tran
, Dusit Niyato
, Gwan Hoon Park, Choong Seon Hong
:
Threshold Estimation Models for Linear Threshold-Based Influential User Mining in Social Networks. IEEE Access 7: 105441-105461 (2019)
[j191]Vandung Nguyen
, Tran Trong Khanh, Thant Zin Oo
, Nguyen Hoang Tran, Eui-Nam Huh, Choong Seon Hong
:
A Cooperative and Reliable RSU-Assisted IEEE 802.11P-Based Multi-Channel MAC Protocol for VANETs. IEEE Access 7: 107576-107590 (2019)
[j190]Madyan Alsenwi
, Ibrar Yaqoob
, Shashi Raj Pandey
, Yan Kyaw Tun
, Anupam Kumar Bairagi
, Lok-Won Kim, Choong Seon Hong
:
Towards Coexistence of Cellular and WiFi Networks in Unlicensed Spectrum: A Neural Networks Based Approach. IEEE Access 7: 110023-110034 (2019)
[j189]Waqas ur Rahman
, Choong Seon Hong
, Eui-Nam Huh:
Edge Computing Assisted Joint Quality Adaptation for Mobile Video Streaming. IEEE Access 7: 129082-129094 (2019)
[j188]Ibrar Yaqoob
, Ibrahim Abaker Targio Hashem
, Arif Ahmed, S. M. Ahsan Kazmi, Choong Seon Hong
:
Internet of things forensics: Recent advances, taxonomy, requirements, and open challenges. Future Gener. Comput. Syst. 92: 265-275 (2019)
[j187]Aunas Manzoor
, Nguyen Hoang Tran
, Walid Saad
, S. M. Ahsan Kazmi
, Shashi Raj Pandey
, Choong Seon Hong
:
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. IEEE Commun. Lett. 23(2): 366-369 (2019)
[j186]Madyan Alsenwi
, Nguyen Hoang Tran
, Mehdi Bennis
, Anupam Kumar Bairagi
, Choong Seon Hong
:
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach. IEEE Commun. Lett. 23(4): 740-743 (2019)
[j185]Vandung Nguyen
, Thant Zin Oo
, Tran Trong Khanh
, Choong Seon Hong
, Eui-Nam Huh:
A comparison of interval division methods in adaptive IEEE 802.11p-based multi-channel medium access control protocols for vehicular ad hoc networks. Int. J. Distributed Sens. Networks 15(2) (2019)
[j184]Md. Shirajum Munir
, Sarder Fakhrul Abedin
, Nguyen Hoang Tran
, Choong Seon Hong
:
When Edge Computing Meets Microgrid: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 6(5): 7360-7374 (2019)
[j183]Md. Golam Rabiul Alam
, Md. Shirajum Munir
, Md. Zia Uddin
, Mohammed Shamsul Alam
, Nguyen Dang Tri
, Choong Seon Hong
:
Edge-of-things computing framework for cost-effective provisioning of healthcare data. J. Parallel Distributed Comput. 123: 54-60 (2019)
[j182]Yan Kyaw Tun
, Nguyen Hoang Tran
, Duy Trong Ngo
, Shashi Raj Pandey
, Zhu Han
, Choong Seon Hong
:
Wireless Network Slicing: Generalized Kelly Mechanism-Based Resource Allocation. IEEE J. Sel. Areas Commun. 37(8): 1794-1807 (2019)
[j181]Jared Lynskey, Kyi Thar, Thant Zin Oo, Choong Seon Hong
:
Facility Location Problem Approach for Distributed Drones. Symmetry 11(1): 118 (2019)
[j180]Hamza Khan
, Anis Elgabli
, Sumudu Samarakoon
, Mehdi Bennis
, Choong Seon Hong
:
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication. IEEE Trans. Cogn. Commun. Netw. 5(4): 1073-1085 (2019)
[j179]Sarder Fakhrul Abedin
, Md. Golam Rabiul Alam
, S. M. Ahsan Kazmi
, Nguyen Hoang Tran
, Dusit Niyato
, Choong Seon Hong
:
Resource Allocation for Ultra-Reliable and Enhanced Mobile Broadband IoT Applications in Fog Network. IEEE Trans. Commun. 67(1): 489-502 (2019)
[j178]Tai Manh Ho
, Nguyen Hoang Tran
, Long Bao Le
, Zhu Han
, S. M. Ahsan Kazmi
, Choong Seon Hong
:
Network Virtualization with Energy Efficiency Optimization for Wireless Heterogeneous Networks. IEEE Trans. Mob. Comput. 18(10): 2386-2400 (2019)
[j177]Chuan Pham
, Nguyen Hoang Tran
, Shaolei Ren
, Choong Seon Hong
, Kim Khoa Nguyen
, Mohamed Cheriet
:
Joint Energy Scheduling and Water Saving in Geo-Distributed Mixed-Use Buildings. IEEE Trans. Smart Grid 10(5): 5345-5359 (2019)
[j176]Anupam Kumar Bairagi
, Nguyen Hoang Tran
, Walid Saad
, Zhu Han
, Choong Seon Hong
:
A Game-Theoretic Approach for Fair Coexistence Between LTE-U and Wi-Fi Systems. IEEE Trans. Veh. Technol. 68(1): 442-455 (2019)
[j175]S. M. Ahsan Kazmi
, Nguyen Dang Tri
, Ibrar Yaqoob
, Anselme Ndikumana
, Ejaz Ahmed, Rasheed Hussain
, Choong Seon Hong
:
Infotainment Enabled Smart Cars: A Joint Communication, Caching, and Computation Approach. IEEE Trans. Veh. Technol. 68(9): 8408-8420 (2019)
[j174]Tuan LeAnh
, Nguyen Hoang Tran
, Duy Trong Ngo
, Zhu Han
, Choong Seon Hong
:
Orchestrating Resource Management in LTE-Unlicensed Systems With Backhaul Link Constraints. IEEE Trans. Wirel. Commun. 18(2): 1360-1375 (2019)
[j173]Vandung Nguyen
, Chuan Pham
, Thant Zin Oo
, Nguyen Hoang Tran
, Eui-Nam Huh, Choong Seon Hong
:
MAC protocols with dynamic interval schemes for VANETs. Veh. Commun. 15: 40-62 (2019)
[c309]Madyan Alsenwi
, Yan Kyaw Tun
, Shashi Raj Pandey
, Choong Seon Hong
:
A Hopfield Neural Networks Based Mechanism for Coexistence of LTE-U and WiFi Networks in Unlicensed Spectrum. APNOMS 2019: 1-6
[c308]Sheikh Salman Hassan
, Seok Won Kang, Choong Seon Hong
:
Unmanned Aerial Vehicle Waypoint Guidance with Energy Efficient Path Planning in Smart Factory. APNOMS 2019: 1-4
[c307]Jeong Min Jeon, Choong Seon Hong
:
A Study on Utilization of Hybrid Blockchain for Energy Sharing in Micro-Grid. APNOMS 2019: 1-4
[c306]Kitae Kim
, Choong Seon Hong
:
Optimal Task-UAV-Edge Matching for Computation Offloading in UAV Assisted Mobile Edge Computing. APNOMS 2019: 1-4
[c305]You Jun Kim, Choong Seon Hong
:
Blockchain-based Node-aware Dynamic Weighting Methods for Improving Federated Learning Performance. APNOMS 2019: 1-4
[c304]Umer Majeed
, Choong Seon Hong
:
FLchain: Federated Learning via MEC-enabled Blockchain Network. APNOMS 2019: 1-4
[c303]Aunas Manzoor
, DoHyeon Kim, Choong Seon Hong
:
Energy Efficient Resource Allocation in UAV-based Heterogeneous Networks. APNOMS 2019: 1-4
[c302]Md. Shirajum Munir
, Sarder Fakhrul Abedin
, Choong Seon Hong
:
Artificial Intelligence-based Service Aggregation for Mobile-Agent in Edge Computing. APNOMS 2019: 1-6
[c301]Minh N. H. Nguyen, Chit Wutyee Zaw, Kitae Kim
, Choong Seon Hong
:
Joint User Association and Server Scaling in Multi-access Edge Computing. APNOMS 2019: 1-4
[c300]Yu Min Park, Minkyung Lee, Choong Seon Hong
:
Multi-UAVs Collaboration System based on Machine Learning for Throughput Maximization. APNOMS 2019: 1-4
[c299]Ashis Talukder, Choong Seon Hong
:
Susceptible-Infection-based Cost-effective Seed Mining in Social Networks. APNOMS 2019: 1-6
[c298]Yan Kyaw Tun
, Madyan Alsenwi
, Shashi Raj Pandey
, Chit Wutyee Zaw, Choong Seon Hong
:
Energy Efficient Multi-Tenant Resource Slicing in Virtualized Multi-Access Edge Computing. APNOMS 2019: 1-4
[c297]Shashi Raj Pandey
, Madyan Alsenwi
, Yan Kyaw Tun
, Choong Seon Hong
:
A Downlink Resource Scheduling Strategy for URLLC Traffic. BigComp 2019: 1-6
[c296]Chit Wutyee Zaw, Nway Nway Ei, Han Yeo Reum Im, Yan Kyaw Tun
, Choong Seon Hong
:
Cost and Latency Tradeoff in Mobile Edge Computing: A Distributed Game Approach. BigComp 2019: 1-7
[c295]Kyi Thar, Thant Zin Oo
, Zhu Han
, Choong Seon Hong
:
Meta-Learning-Based Deep Learning Model Deployment Scheme for Edge Caching. CNSM 2019: 1-6
[c294]Md. Shirajum Munir
, Sarder Fakhrul Abedin
, DoHyeon Kim, Nguyen Hoang Tran
, Zhu Han
, Choong Seon Hong
:
A Multi-Agent System toward the Green Edge Computing with Microgrid. GLOBECOM 2019: 1-7
[c293]Shashi Raj Pandey
, Nguyen Hoang Tran
, Mehdi Bennis
, Yan Kyaw Tun, Zhu Han
, Choong Seon Hong
:
Incentivize to Build: A Crowdsourcing Framework for Federated Learning. GLOBECOM 2019: 1-6
[c292]Anselme Ndikumana
, Choong Seon Hong
:
Self-Driving Car Meets Multi-Access Edge Computing for Deep Learning-Based Caching. ICOIN 2019: 49-54
[c291]Nway Nway Ei, Chit Wutyee Zaw, Min Kyung Lee, Choong Seon Hong
:
Cell Association in Energy-Constrained Unmanned Aerial Vehicle Communications Under Altitude Consideration. ICOIN 2019: 93-97
[c290]Madyan Alsenwi
, Shashi Raj Pandey
, Yan Kyaw Tun
, Ki Tae Kim
, Choong Seon Hong
:
A Chance Constrained Based Formulation for Dynamic Multiplexing of eMBB-URLLC Traffics in 5G New Radio. ICOIN 2019: 108-113
[c289]Ashis Talukder, DoHyeon Kim, Choong Seon Hong
:
A Heuristic Mixed Model for Viral Marketing Cost Minimization in Social Networks. ICOIN 2019: 141-146
[c288]Aunas Manzoor
, Seok Won Kang, Choong Seon Hong
:
Chance-Constrained Spectrum Allocation for Fair LTE-U/Wi-Fi Coexistence. ICOIN 2019: 268-273
[c287]Yan Kyaw Tun
, Shashi Raj Pandey
, Madyan Alsenwi
, Chit Wutyee Zaw, Choong Seon Hong
:
Weighted Proportional Allocation Based Power Allocation in Wireless Network Virtualization for Future Wireless Networks. ICOIN 2019: 284-289
[c286]Kitae Kim
, Jared Lynskey, Seok Won Kang, Choong Seon Hong
:
Prediction Based Sub-Task Offloading in Mobile Edge Computing. ICOIN 2019: 448-452
[c285]Han Yeo Reum Im, Kyi Thar, Choong Seon Hong
:
Q-Learning Based Social Community-Aware Energy Efficient Cooperative Caching in 5G Networks. ICUFN 2019: 500-503
[c284]Nguyen Hoang Tran
, Wei Bao
, Albert Y. Zomaya
, Minh N. H. Nguyen, Choong Seon Hong
:
Federated Learning over Wireless Networks: Optimization Model Design and Analysis. INFOCOM 2019: 1387-1395
[c283]Ashis Talukder, Choong Seon Hong
:
Knapsack-based reverse influence maximization for target marketing in social networks. SAC 2019: 2128-2130
[c282]Anupam Kumar Bairagi, Md. Shirajum Munir
, Madyan Alsenwi
, Nguyen Hoang Tran
, Choong Seon Hong
:
A matching based coexistence mechanism between eMBB and uRLLC in 5G wireless networks. SAC 2019: 2377-2384
[i46]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Anupam Kumar Bairagi, Choong Seon Hong:
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach. CoRR abs/1902.01648 (2019)
[i45]Sabah Suhail
, Choong Seon Hong, Abid Khan:
Orchestrating Product Provenance Story: When IOTA ECOSYSTEM Meets The Electronics Supply Chain Space. CoRR abs/1902.04314 (2019)
[i44]Yan Kyaw Tun, Nguyen Hoang Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
Wireless Network Slicing: Generalized Kelly Mechanism Based Resource Allocation. CoRR abs/1907.02182 (2019)
[i43]Latif U. Khan, Ibrar Yaqoob, Nguyen Hoang Tran, S. M. Ahsan Kazmi, Nguyen Dang Tri, Choong Seon Hong:
Edge Computing Enabled Smart Cities: A Comprehensive Survey. CoRR abs/1909.08747 (2019)
[i42]Minchae Jung, Walid Saad, Mérouane Debbah, Choong Seon Hong:
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation. CoRR abs/1910.00968 (2019)
[i41]Canh T. Dinh, Nguyen Hoang Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli:
Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation. CoRR abs/1910.13067 (2019)
[i40]Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong:
A Crowdsourcing Framework for On-Device Federated Learning. CoRR abs/1911.01046 (2019)
[i39]Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei:
Energy Efficient Federated Learning Over Wireless Communication Networks. CoRR abs/1911.02417 (2019)
[i38]Madyan Alsenwi, Kitae Kim
, Choong Seon Hong:
Radio Resource Allocation in 5G New Radio: A Neural Networks Based Approach). CoRR abs/1911.05294 (2019)
[i37]Latif U. Khan, Nguyen Hoang Tran, Shashi Raj Pandey, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. CoRR abs/1911.05642 (2019)
[i36]Soheil Rostami, Walid Saad, Choong Seon Hong:
Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding. CoRR abs/1911.06858 (2019)
[i35]Sadeep Batewela, Chen-Feng Liu, Mehdi Bennis, Himal A. Suraweera, Choong Seon Hong:
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing. CoRR abs/1912.07828 (2019)- 2018
[j172]Vandung Nguyen
, Oanh Tran Thi Kim, Chuan Pham
, Thant Zin Oo
, Nguyen Hoang Tran
, Choong Seon Hong
, Eui-Nam Huh:
A Survey on Adaptive Multi-Channel MAC Protocols in VANETs Using Markov Models. IEEE Access 6: 16493-16514 (2018)
[j171]Anselme Ndikumana
, Nguyen Hoang Tran
, Tai Manh Ho, Dusit Niyato, Zhu Han
, Choong Seon Hong
:
Joint Incentive Mechanism for Paid Content Caching and Price Based Cache Replacement Policy in Named Data Networking. IEEE Access 6: 33702-33717 (2018)
[j170]S. M. Ahsan Kazmi
, Nguyen Hoang Tran
, Tai Manh Ho, Aunas Manzoor
, Dusit Niyato, Choong Seon Hong
:
Coordinated Device-to-Device Communication With Non-Orthogonal Multiple Access in Future Wireless Cellular Networks. IEEE Access 6: 39860-39875 (2018)
[j169]Anupam Kumar Bairagi
, Sarder Fakhrul Abedin
, Nguyen Hoang Tran
, Dusit Niyato
, Choong Seon Hong
:
QoE-Enabled Unlicensed Spectrum Sharing in 5G: A Game-Theoretic Approach. IEEE Access 6: 50538-50554 (2018)
[j168]Kyi Thar
, Nguyen Hoang Tran, Saeed Ullah
, Thant Zin Oo
, Choong Seon Hong
:
Online Caching and Cooperative Forwarding in Information Centric Networking. IEEE Access 6: 59679-59694 (2018)
[j167]Muhammad Ikram Ashraf
, Chen-Feng Liu
, Mehdi Bennis
, Walid Saad, Choong Seon Hong
:
Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks. IEEE Access 6: 63843-63858 (2018)
[j166]Quoc-Viet Pham
, Tuan LeAnh, Nguyen Hoang Tran
, Bang Ju Park, Choong Seon Hong
:
Decentralized Computation Offloading and Resource Allocation for Mobile-Edge Computing: A Matching Game Approach. IEEE Access 6: 75868-75885 (2018)
[j165]Kyi Thar
, Nguyen Hoang Tran
, Thant Zin Oo
, Choong Seon Hong
:
DeepMEC: Mobile Edge Caching Using Deep Learning. IEEE Access 6: 78260-78275 (2018)
[j164]Mohammed Saad ElBamby
, Mehdi Bennis
, Walid Saad, Matti Latva-aho, Choong Seon Hong
:
Proactive edge computing in fog networks with latency and reliability guarantees. EURASIP J. Wirel. Commun. Netw. 2018: 209 (2018)
[j163]Chuan Pham
, Nguyen Hoang Tran
, Choong Seon Hong
:
Virtual Network Function Scheduling: A Matching Game Approach. IEEE Commun. Lett. 22(1): 69-72 (2018)
[j162]S. M. Ahsan Kazmi
, Nguyen Hoang Tran
, Tai Manh Ho, Choong Seon Hong
:
Hierarchical Matching Game for Service Selection and Resource Purchasing in Wireless Network Virtualization. IEEE Commun. Lett. 22(1): 121-124 (2018)
[j161]Syed Tamoor-ul-Hassan
, Sumudu Samarakoon
, Mehdi Bennis
, Matti Latva-aho, Choong Seon Hong
:
Learning-Based Caching in Cloud-Aided Wireless Networks. IEEE Commun. Lett. 22(1): 137-140 (2018)
[j160]Trung Kien Vu
, Mehdi Bennis
, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong
:
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach. IEEE Commun. Lett. 22(4): 708-711 (2018)
[j159]Vandung Nguyen
, Tran Anh Khoa
, Thant Zin Oo, Nguyen Hoang Tran
, Choong Seon Hong
, Eui-Nam Huh:
Time Slot Utilization for Efficient Multi-Channel MAC Protocol in VANETs. Sensors 18(9): 3028 (2018)
[j158]Young Ki Kim, Saeed Ullah
, Kiuk Kwon, Yunchul Jang, Jongsoo Lee, Choong Seon Hong
:
Reinforcement Learning Based Data Self-Destruction Scheme for Secured Data Management. Symmetry 10(5): 136 (2018)
[j157]Reginald Banez
, Haitao Xu
, Nguyen Hoang Tran
, Ju Bin Song
, Choong Seon Hong
, Zhu Han
:
Network Virtualization Resource Allocation and Economics Based on Prey-Predator Food Chain Model. IEEE Trans. Commun. 66(10): 4738-4752 (2018)
[j156]Chuan Pham
, Luong Anh Tuan Nguyen
, Nguyen Hoang Tran
, Eui-Nam Huh, Choong Seon Hong
:
Phishing-Aware: A Neuro-Fuzzy Approach for Anti-Phishing on Fog Networks. IEEE Trans. Netw. Serv. Manag. 15(3): 1076-1089 (2018)
[j155]Nguyen Hoang Tran
, Chuan Pham
, Minh N. H. Nguyen, Shaolei Ren
, Choong Seon Hong
:
Incentivizing Energy Reduction for Emergency Demand Response in Multi-Tenant Mixed-Use Buildings. IEEE Trans. Smart Grid 9(4): 3701-3715 (2018)
[j154]Yunpeng Wang
, Walid Saad
, Arif I. Sarwat
, Choong Seon Hong
:
Reactive Power Compensation Game Under Prospect-Theoretic Framing Effects. IEEE Trans. Smart Grid 9(5): 4181-4193 (2018)
[j153]Minh N. H. Nguyen
, Nguyen Hoang Tran
, Mohammad A. Islam
, Chuan Pham
, Shaolei Ren
, Choong Seon Hong
:
Fair Sharing of Backup Power Supply in Multi-Operator Wireless Cellular Towers. IEEE Trans. Wirel. Commun. 17(3): 2080-2093 (2018)
[c281]Anupam Kumar Bairagi, Nguyen Hoang Tran, Choong Seon Hong
:
A multi-game approach for effective co-existence in unlicensed spectrum between LTE-U system and Wi-Fi access point. ICOIN 2018: 380-385
[c280]Sabah Suhail
, Choong Seon Hong
, Muhammad Ali Lodhi
, Faheem Zafar, Abid Khan
, Faisal Bashir Hussain:
Data trustworthiness in IoT. ICOIN 2018: 414-419
[c279]Shashi Raj Pandey
, Choong Seon Hong
:
Response driven efficient task load assignment in mobile crowdsourcing. ICOIN 2018: 442-446
[c278]Md. Shirajum Munir
, Sarder Fakhrul Abedin
, Md. Golam Rabiul Alam
, Nguyen Hoang Tran
, Choong Seon Hong
:
Intelligent service fulfillment for software defined networks in smart city. ICOIN 2018: 516-521
[c277]Oanh Tran Thi Kim, Nguyen Hoang Tran
, Vandung Nguyen
, Sun Moo Kang, Choong Seon Hong
:
Cooperative between V2C and V2V charging: Less range anxiety and more charged EVs. ICOIN 2018: 679-683
[c276]Ashis Talukder, Sarder Fakhrul Abedin
, Md. Shirajum Munir
, Choong Seon Hong
:
Dual threshold load balancing in SDN environment using process migration. ICOIN 2018: 791-796
[c275]Min Kyung Lee, Choong Seon Hong
:
Efficient Slice Allocation for Novel 5G Services. ICUFN 2018: 625-629
[c274]DoHyeon Kim, S. M. Ahsan Kazmi, Choong Seon Hong
:
Cooperative Slice Allocation for Virtualized Wireless Network: A Matching Game Approach. IMCOM 2018: 94:1-94:6
[c273]Anupam Kumar Bairagi, Nguyen Hoang Tran
, Walid Saad, Choong Seon Hong
:
Bargaining game for effective coexistence between LTE-U and Wi-Fi systems. NOMS 2018: 1-8
[c272]Tai Manh Ho, Nguyen Hoang Tran
, S. M. Ahsan Kazmi, Zhu Han
, Choong Seon Hong
:
Wireless network virtualization with non-orthogonal multiple access. NOMS 2018: 1-9
[c271]Minh N. H. Nguyen, Nguyen Hoang Tran
, Mohammad A. Islam
, Chuan Pham
, Shaolei Ren
, Choong Seon Hong
:
Multi-operator backup power sharing in wireless base stations. NOMS 2018: 1-9
[c270]Ashis Talukder, Md. Golam Rabiul Alam
, Nguyen Hoang Tran
, Choong Seon Hong
:
A cost optimized reverse influence maximization in social networks. NOMS 2018: 1-9
[i34]Quoc-Viet Pham
, Choong Seon Hong:
Power Control for Harmonic Utility in Non-Orthogonal Multiple Access based Visible Light Communications. CoRR abs/1801.04655 (2018)
[i33]Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong:
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach. CoRR abs/1802.03878 (2018)
[i32]Quoc-Viet Pham
, Tuan LeAnh, Nguyen Hoang Tran, Choong Seon Hong:
Decentralized Computation Offloading and Resource Allocation in Heterogeneous Networks with Mobile Edge Computing. CoRR abs/1803.00683 (2018)
[i31]Anselme Ndikumana, Nguyen Hoang Tran, Tai Manh Ho, Zhu Han, Walid Saad, Dusit Niyato, Choong Seon Hong:
Joint Communication, Computation, Caching, and Control in Big Data Multi-access Edge Computing. CoRR abs/1803.11512 (2018)
[i30]Anselme Ndikumana, Nguyen Hoang Tran, Choong Seon Hong:
Deep Learning Based Caching for Self-Driving Car in Multi-access Edge Computing. CoRR abs/1810.01548 (2018)
[i29]Sabah Suhail
, Mohammad M. Abdellatif, Shashi Raj Pandey, Abid Khan, Choong Seon Hong:
Provenance-enabled Packet Path Tracing in the RPL-based Internet of Things. CoRR abs/1811.06143 (2018)
[i28]Aunas Manzoor, Nguyen Hoang Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. CoRR abs/1812.04177 (2018)- 2017
[j152]Anselme Ndikumana
, Saeed Ullah
, Kyi Thar, Nguyen Hoang Tran
, Bang Ju Park, Choong Seon Hong
:
Novel Cooperative and Fully-Distributed Congestion Control Mechanism for Content Centric Networking. IEEE Access 5: 27691-27706 (2017)
[j151]Dai Hoang Tran
, Nguyen Hoang Tran
, Chuan Pham
, S. M. Ahsan Kazmi, Eui-Nam Huh, Choong Seon Hong
:
OaaS: offload as a service in fog networks. Computing 99(11): 1081-1104 (2017)
[j150]Cuong T. Do, Nguyen Hoang Tran
, Choong Seon Hong
, Charles A. Kamhoua, Kevin A. Kwiat, Erik Blasch, Shaolei Ren
, Niki Pissinou, Sundaraja Sitharama Iyengar
:
Game Theory for Cyber Security and Privacy. ACM Comput. Surv. 50(2): 30:1-30:37 (2017)
[j149]Tuan LeAnh
, Nguyen Hoang Tran
, Duy Trong Ngo
, Choong Seon Hong
:
Resource Allocation for Virtualized Wireless Networks with Backhaul Constraints. IEEE Commun. Lett. 21(1): 148-151 (2017)
[j148]Vandung Nguyen
, Thant Zin Oo
, Nguyen Hoang Tran
, Choong Seon Hong
:
An Efficient and Fast Broadcast Frame Adjustment Algorithm in VANET. IEEE Commun. Lett. 21(7): 1589-1592 (2017)
[j147]Trung Kien Vu
, Chen-Feng Liu, Mehdi Bennis
, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong
:
Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks. IEEE Commun. Lett. 21(9): 2041-2044 (2017)
[j146]Seungil Moon, Thant Zin Oo, S. M. Ahsan Kazmi, Bang Ju Park, Choong Seon Hong
:
SDN-Based Self-Organizing Energy Efficient Downlink/Uplink Scheduling in Heterogeneous Cellular Networks. IEICE Trans. Inf. Syst. 100-D(5): 939-947 (2017)
[j145]Mingzhe Chen
, Mohammad Mozaffari
, Walid Saad
, Changchuan Yin, Mérouane Debbah, Choong Seon Hong
:
Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience. IEEE J. Sel. Areas Commun. 35(5): 1046-1061 (2017)
[j144]Saeed Ullah
, Kyi Thar, Choong Seon Hong
:
Management of scalable video streaming in information centric networking. Multim. Tools Appl. 76(20): 21519-21546 (2017)
[j143]Aymen Abdullah Alsaffar, Mohammad Aazam
, Choong Seon Hong
, Eui-Nam Huh:
An architecture of IPTV service based on PVR-Micro data center and PMIPv6 in cloud computing. Multim. Tools Appl. 76(20): 21579-21612 (2017)
[j142]Thant Zin Oo
, Nguyen Hoang Tran
, Walid Saad, Dusit Niyato
, Zhu Han
, Choong Seon Hong
:
Offloading in HetNet: A Coordination of Interference Mitigation, User Association, and Resource Allocation. IEEE Trans. Mob. Comput. 16(8): 2276-2291 (2017)
[j141]S. M. Ahsan Kazmi, Nguyen Hoang Tran
, Walid Saad, Zhu Han
, Tai Manh Ho, Thant Zin Oo
, Choong Seon Hong
:
Mode Selection and Resource Allocation in Device-to-Device Communications: A Matching Game Approach. IEEE Trans. Mob. Comput. 16(11): 3126-3141 (2017)
[j140]


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