Thien Huynh-The

171 papers B 11C 1Misc 4Journal 113Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A lightweight-to-diffusion framework for semantic image communications. ICT Express Thien Huynh-The, Toan Van Nguyen, Phuong Luu Vo, Huu-Tai Nguyen
2026	J	`jnl`	ASTRA-Net: Adaptive Spectro-Temporal Robust Architecture for Spectrum Sensing. IEEE Wirel. Commun. Lett. Phuoc-Long Huynh, Ca Van Phan, Quoc-Viet Pham, Daniel Benevides da Costa, Thien Huynh-The
2026	J	`jnl`	Advanced Learning Algorithms for Integrated Sensing and Communication (ISAC) Systems in 6G and Beyond: A Comprehensive Survey. IEEE Commun. Surv. Tutorials Nguyen Cong Luong, Thien Huynh-The, Thai-Hoc Vu, Duc Van Le, Huy T. Nguyen, Nguyen Duc Hai, Gia-Vuong Nguyen, Nguyen Duc Duy Anh, Dusit Niyato, Dong In Kim, Quoc-Viet Pham
2026	J	`jnl`	Adversarial Training Approach for Signal Identification in 5G-LTE Spectrum Sensing. IEEE Wirel. Commun. Lett. Hai-Trang Phuoc Dang, Huu-Tai Nguyen, Quoc-Viet Pham, Van Ca Phan, Thien Huynh-The
2026	J	`jnl`	Compact Spectrum Sensing With RPNet+CLRu: Reducing Model Size for 5G-LTE Signal Identification. IEEE Trans. Veh. Technol. Hai-Trang Phuoc Dang, Huu-Tai Nguyen, Quoc-Viet Pham, Van Ca Phan, Thien Huynh-The
2026	J	`jnl`	Federated learning for big data: A survey on opportunities, applications, and future directions. Eng. Appl. Artif. Intell. Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Hailin Feng, Kai Fang, Sharnil Pandya, Madhusanka Liyanage, Wei Wang, Thanh Thi Nguyen
2026	J	`jnl`	Latent Diffusion for Spectrum Sensing of Coexisting Radar and Communication Signals. IEEE Wirel. Commun. Lett. Thien Huynh-The, Phuoc-Long Huynh, Van Ca Phan, Thai-Hoc Vu, Daniel Benevides da Costa
2026	J	`jnl`	RecSpecUNet: A Recycled and Selective Architecture for Efficient Spectrogram Segmentation. IEEE Commun. Lett. Thien Huynh-The, Quoc-Viet Pham, Son Ngoc Truong, Van Ca Phan, Phuc-Thinh Huynh
2026	J	`jnl`	Temporal-Frequency-Aware Deep Networks for Efficient Waveform Classification in Integrated Radar-Communication (IRC) Systems. IEEE Internet Things J. Thien Huynh-The, Thanh-Dat Tran, Nguyen Cong Luong, Dusit Niyato
2025	J	`jnl`	A New Look for Outage and Ergodic Improvements in Coordinated IoT Paradigms With Hybrid Multiple Access. IEEE Trans. Veh. Technol. Thai-Hoc Vu, Anh-Tu Le, Thien Huynh-The, Daniel Benevides da Costa, Sunghwan Kim
2025	—	`conf`	A Resolution-Preserving Multi-Scale Network for Spectrogram-Based Semantic Segmentation of 5G-LTE Signals in Spectrum Sensing. IMCOM Huu-Tai Nguyen, Hai-Trang Phuoc Dang, Thien Huynh-The
2025	J	`jnl`	Applications of Distributed Machine Learning for the Internet-of-Things: A Comprehensive Survey. IEEE Commun. Surv. Tutorials Mai Le, Thien Huynh-The, Tan Do-Duy, Thai-Hoc Vu, Won-Joo Hwang, Quoc-Viet Pham
2025	J	`jnl`	CMNet: Radar-Communication Waveform Recognition via Convolution and Mamba Networks. IEEE Wirel. Commun. Lett. Thien Huynh-The, Truong-Thinh Le, Thai-Hoc Vu, Daniel Benevides da Costa
2025	J	`jnl`	CosPoint Transformer: Enhancing 3-D Semantic Segmentation With Cosine Similarity Attention and Cross-Attention. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thien Huynh-The, Minh-Thanh Le, Won Jae Ryu, Anh-Kiet Vo
2025	—	`conf`	Cyberattacks Classification by Tuning Deep Hyperparameters Using Bayesian Optimization. IMCOM Truong-Thinh Le, Thien Huynh-The
2025	J	`jnl`	D2SNet: A Denoising-to-Segmentation Network for Enhanced 5G-LTE Spectrum Awareness. IEEE Wirel. Commun. Lett. Thien Huynh-The, Huu-Tai Nguyen, Thai-Hoc Vu, Daniel Benevides da Costa, Quoc-Viet Pham
2025	J	`jnl`	DTANet: High-Performance Network With Decoupled Three-Dimensional Attention for Radar-Communications Waveform Classification. IEEE Commun. Lett. Thanh-Dat Tran, Thien Huynh-The
2025	J	`jnl`	Diffusion Models for Future Networks and Communications: A Comprehensive Survey. CoRR Nguyen Cong Luong, Nguyen Duc Hai, Duc Van Le, Huy T. Nguyen, Thai-Hoc Vu, Thien Huynh-The, Ruichen Zhang, Nguyen Duc Duy Anh, Dusit Niyato, Marco Di Renzo, Dong In Kim, Quoc-Viet Pham
2025	J	`jnl`	Efficient Spectrum Sensing via a Multi-Scale Dual-Path Segmentation Network. IEEE Wirel. Commun. Lett. Truong-Thinh Le, Daniel Benevides da Costa, Thien Huynh-The
2025	J	`jnl`	Integration of TinyML and LargeML: A Survey of 6G and Beyond. CoRR Thai-Hoc Vu, Ngo Hoang Tu, Thien Huynh-The, Kyungchun Lee, Sunghwan Kim, Miroslav Voznák, Quoc-Viet Pham
2025	J	`jnl`	Latency Minimization for STAR-RIS-Aided Federated Learning Networks With Wireless Power Transfer. IEEE Internet Things J. Mohammadhossein Alishahi, Paul Fortier, Ming Zeng, Thien Huynh-The, Xingwang Li, Quoc-Viet Pham
2025	J	`jnl`	Multi-Task Deep Learning With Transpose Processing Pipeline for Joint Modulation Classification and DOA Estimation. IEEE Commun. Lett. Van-Sang Doan, Anh-Kiet Vo, Thien Huynh-The
2025	J	`jnl`	RIS-assisted LoRa networks with diversity: Impact of hardware impairments and phase noise. Comput. Commun. Thi-Phuong-Anh Hoang, Thien Huynh-The, Tien Hoa Nguyen, Trong-Thua Huynh, Nguyen-Son Vo, Lam-Thanh Tu
2025	—	`conf`	RS-YOLOv10: Enhancing YOLOv10 for Accurate Small-Object Detection. IMCOM Dat Minh-Tien Nguyen, Thien Huynh-The
2025	J	`jnl`	Resolution-Preserving Multi-Scale Network for 5G-LTE Spectrogram-Based Spectrum Sensing. IEEE Wirel. Commun. Lett. Huu-Tai Nguyen, Hai-Trang Phuoc Dang, Quoc-Viet Pham, Thien Huynh-The
2025	J	`jnl`	SD-YOLO: A lightweight and high-performance deep model for small and dense object detection. Signal Image Video Process. Phuc-Thinh Huynh, Minh-Thanh Le, Tran Duc Tan, Thien Huynh-The
2025	J	`jnl`	SRNet: Deep Semantic Segmentation Network for Spectrum Sensing in Wireless Communications. IEEE Wirel. Commun. Lett. Thien Huynh-The, Gia-Vuong Nguyen, Thai-Hoc Vu, Daniel Benevides da Costa, Quoc-Viet Pham
2025	J	`jnl`	Spec-YOLO: An Efficient Deep Network for Spectrogram-Based Signals Identification. IEEE Wirel. Commun. Lett. Thien Huynh-The, Phuc-Thinh Huynh, Quoc-Viet Pham
2025	J	`jnl`	The Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges. IEEE Open J. Comput. Soc. Prabadevi Boopathy, Natarajan Deepa, Praveen Kumar Reddy Maddikunta, Nancy Victor, Thippa Reddy Gadekallu, Gokul Yenduri, Wei Wang, Quoc-Viet Pham, Thien Huynh-The, Madhusanka Liyanage
2025	J	`jnl`	Total Computational Bits Maximization for STAR-RIS Aided Wireless Power Transfer Mobile Edge Computing Networks: TDMA or NOMA? IEEE Trans. Veh. Technol. Mohammadhossein Alishahi, Paul Fortier, Ming Zeng, Quoc-Viet Pham, Thien Huynh-The
2025	J	`jnl`	Toward Robust Channel Estimation in 5G With Atrous Pyramid Attention Networks. IEEE Commun. Lett. Ngoc-Ha Truong, Gia-Vuong Nguyen, Son Ngoc Truong, Thien Huynh-The
2025	J	`jnl`	XSNet: Lightweight Object Detection Model Using X-Shaped Architecture in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Dat Minh-Tien Nguyen, Thien Huynh-The
2024	J	`jnl`	Efficient LDPC Code Design based on Genetic Algorithm for IoT Applications. EAI Endorsed Trans. Ind. Networks Intell. Syst. Loc Nguyen-Van-Thanh, Tan Do-Duy, Thien Huynh-The
2024	J	`jnl`	Enhancing Aerial Semantic Segmentation With Feature Aggregation Network for DeepLabV3+. IEEE Geosci. Remote. Sens. Lett. Gia-Vuong Nguyen, Thien Huynh-The
2024	J	`jnl`	Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges. IEEE Open J. Commun. Soc. Shen Wang, Muhammad Atif Qureshi, Luis Miralles-Pechuán, Thien Huynh-The, Thippa Reddy Gadekallu, Madhusanka Liyanage
2024	J	`jnl`	Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption. Comput. Methods Programs Biomed. Chi-Hieu Pham, Thien Huynh-The, Ehsan Sedgh Gooya, Marwa El Bouz, Ayman Alfalou
2024	J	`jnl`	HBSeNet: A Hybrid Bilateral Network for Accurate Semantic Segmentation of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thien Huynh-The, Son Ngoc Truong, Gia-Vuong Nguyen
2024	J	`jnl`	Improved Waveform Classification for Integrated Radar-Communication 6G Systems via Convolutional Neural Networks. IEEE Trans. Veh. Technol. Thien Huynh-The, Nguyen Cong Luong, Hoc Phan, Daniel Benevides da Costa, Quoc-Viet Pham
2024	J	`jnl`	Incentive Mechanism and Semantic Communication for Edge Computing-Assisted Metaverse. IEEE Netw. Nguyen Cong Luong, Thien Huynh-The, Van-Dinh Nguyen, Derrick Wing Kwan Ng, Symeon Chatzinotas, Dusit Niyato, Quoc-Viet Pham
2024	J	`jnl`	Joint Partial Offloading and Resource Allocation for Parked Vehicle-Assisted Multi-Access Edge Computing. IEEE Trans. Emerg. Top. Comput. Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim
2024	J	`jnl`	Secrecy Performance of Short-Packet Communications in MultiHop IoT Networks With Imperfect CSI. IEEE Wirel. Commun. Lett. Toan-Van Nguyen, Thai-Hoc Vu, Thien Huynh-The, Daniel Benevides da Costa
2024	J	`jnl`	Short-packet communications in wireless energy transfer full-duplex IoT networks with deep learning design. J. Commun. Networks Toan-Van Nguyen, Thien Huynh-The, Vo Nguyen Quoc Bao
2024	J	`jnl`	WaveNet: Toward Waveform Classification in Integrated Radar-Communication Systems With Improved Accuracy and Reduced Complexity. IEEE Internet Things J. Thien Huynh-The, Van-Phuc Hoang, Jae-Woo Kim, Minh-Thanh Le, Ming Zeng
2023	J	`jnl`	A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions. CoRR Ali Kashif Bashir, Nancy Victor, Sweta Bhattacharya, Thien Huynh-The, Rajeswari Chengoden, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Thippa Reddy Gadekallu, Madhusanka Liyanage
2023	—	`conf`	Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification. SoICT Gia-Vuong Nguyen, Ca Van Phan, Thien Huynh-The
2023	—	`conf`	An Efficient Deep Network for Modulation Classification in Impaired MIMO-OFDM Systems. SSP Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Daniel Benevides da Costa, Van-Phuc Hoang
2023	J	`jnl`	Applications of Distributed Machine Learning for the Internet-of-Things: A Comprehensive Survey. CoRR Mai Le, Thien Huynh-The, Tan Do-Duy, Thai-Hoc Vu, Won-Joo Hwang, Quoc-Viet Pham
2023	J	`jnl`	Artificial intelligence for the metaverse: A survey. Eng. Appl. Artif. Intell. Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, Dong-Seong Kim
2023	J	`jnl`	Blockchain for the metaverse: A Review. Future Gener. Comput. Syst. Thien Huynh-The, Thippa Reddy Gadekallu, Weizheng Wang, Gokul Yenduri, Pasika Ranaweera, Quoc-Viet Pham, Daniel Benevides da Costa, Madhusanka Liyanage
2023	J	`jnl`	Distributed Cloud Computing: Architecture, Enabling Technologies, and Open Challenges. IEEE Consumer Electron. Mag. Xuan-Qui Pham, Tien-Dung Nguyen, Thien Huynh-The, Eui-Nam Huh, Dong-Seong Kim
2023	J	`jnl`	Efficient Convolutional Networks for Robust Automatic Modulation Classification in OFDM-Based Wireless Systems. IEEE Syst. J. Thien Huynh-The, Toan-Van Nguyen, Quoc-Viet Pham, Daniel Benevides da Costa, Gi Hyeob Kwon, Dong-Seong Kim
2023	J	`jnl`	Energy-Efficient Multiprocessor-Based Computation and Communication Resource Allocation in Two-Tier Federated Learning Networks. IEEE Internet Things J. Rukhsana Ruby, Hailiang Yang, Felipe A. P. de Figueiredo, Thien Huynh-The, Kaishun Wu
2023	J	`jnl`	Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions. IEEE Internet Things J. Ali Kashif Bashir, Nancy Victor, Sweta Bhattacharya, Thien Huynh-The, Rajeswari Chengoden, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Thippa Reddy Gadekallu, Madhusanka Liyanage
2023	—	`conf`	Intelligent Spectrum Sensing with ConvNet for 5G and LTE Signals Identification. SSP Thien Huynh-The, Quoc-Viet Pham, Thai-Hoc Vu, Daniel Benevides da Costa, Van-Phuc Hoang
2023	—	`conf`	LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation. SoICT Anh-Kiet Vo, Thien Huynh-The
2023	J	`jnl`	Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. IEEE Access Rajeswari Chengoden, Nancy Victor, Thien Huynh-The, Gokul Yenduri, Rutvij H. Jhaveri, Mamoun Alazab, Sweta Bhattacharya, Pawan Hegde, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2023	J	`jnl`	Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges. CoRR B. Prabadevi, Natarajan Deepa, Nancy Victor, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Gokul Yenduri, Wei Wang, Quoc-Viet Pham, Thien Huynh-The, Madhusanka Liyanage
2023	J	`jnl`	Need of 6G for the Metaverse Realization. CoRR Bartlomiej Siniarski, Chamitha de Alwis, Gokul Yenduri, Thien Huynh-The, Gürkan Gür, Thippa Reddy Gadekallu, Madhusanka Liyanage
2023	—	`conf`	Outage Performance of THz-aided NOMA Systems with Spherical Stochastic Model. SSP Thai-Hoc Vu, Khac-Tuan Nguyen, Quoc-Viet Pham, Thien Huynh-The, Daniel Benevides da Costa, Vo Nguyen Quoc Bao, Sunghwan Kim
2023	—	`conf`	Performance Analysis and Deep Learning Evaluation of URLLC Full-Duplex Energy Harvesting IoT Networks over Nakagami-m Fading Channels. SSP Toan-Van Nguyen, Thien Huynh-The, Vo Nguyen Quoc Bao
2023	—	`conf`	PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation. SoICT Lam Mai-Thanh, Khoi Tran-Minh, Thien Huynh-The
2023	J	`jnl`	Short-Packet Communications in Multihop Networks With WET: Performance Analysis and Deep Learning-Aided Optimization. IEEE Trans. Wirel. Commun. Toan-Van Nguyen, Van-Dinh Nguyen, Daniel Benevides da Costa, Thien Huynh-The, Rose Qingyang Hu, Beongku An
2023	—	`conf`	Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules. ICCS (2) Thanh Thi Nguyen, Minh Cuong Nguyen, Thien Huynh-The, Quoc-Viet Pham, Quoc Viet Hung Nguyen, Imran Razzak, Vijay Janapa Reddi
2023	—	`conf`	Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud. SoICT Quang-Thai Le, Quoc-Hung Tran, Thien Huynh-The
2022	B	`conf`	2D Skeleton-based Action Recognition Using Action-Snippets and Sequential Deep Learning. SMC Aizada Askar, Min-Ho Lee, Thien Huynh-The, Nguyen Anh Tu
2022	—	`conf`	A Vision of Distributed Cloud Computing. ICTC Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim
2022	J	`jnl`	Aerial Access Networks for Federated Learning: Applications and Challenges. IEEE Netw. Quoc-Viet Pham, Ming Zeng, Thien Huynh-The, Zhu Han, Won-Joo Hwang
2022	—	`conf`	An Efficient Deep CNN Design for EH Short-Packet Communications in Multihop Cognitive IoT Networks. ICC Toan-Van Nguyen, Thien Huynh-The, Van-Dinh Nguyen, Daniel Benevides da Costa, Rose Qingyang Hu, Beongku An
2022	J	`jnl`	An Efficient Deep CNN Design for EH Short-Packet Communications in Multihop Cognitive IoT Networks. CoRR Toan-Van Nguyen, Thien Huynh-The, Van-Dinh Nguyen, Daniel Benevides da Costa, Rose Qingyang Hu, Beongku An
2022	J	`jnl`	Artificial Intelligence for the Metaverse: A Survey. CoRR Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, Dong-Seong Kim
2022	B	`conf`	Automatic Modulation Classification with Low-Cost Attention Network for Impaired OFDM Signals. WCNC Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Daniel Benevides da Costa, Dong-Seong Kim
2022	J	`jnl`	Blockchain for the Metaverse: A Review. CoRR Thippa Reddy Gadekallu, Thien Huynh-The, Weizheng Wang, Gokul Yenduri, Pasika Ranaweera, Quoc-Viet Pham, Daniel Benevides da Costa, Madhusanka Liyanage
2022	J	`jnl`	Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. Nguyen
2022	J	`jnl`	Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design. CoRR Nguyen Cong Luong, Quoc-Viet Pham, Thien Huynh-The, Van-Dinh Nguyen, Derrick Wing Kwan Ng, Symeon Chatzinotas
2022	J	`jnl`	Energy-Efficient Federated Learning Over UAV-Enabled Wireless Powered Communications. IEEE Trans. Veh. Technol. Quoc-Viet Pham, Mai Le, Thien Huynh-The, Zhu Han, Won-Joo Hwang
2022	J	`jnl`	Fusion of Federated Learning and Industrial Internet of Things: A survey. Comput. Networks M. Parimala Boobalan, Swarna Priya Ramu, Quoc-Viet Pham, Kapal Dev, Sharnil Pandya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Thien Huynh-The
2022	J	`jnl`	Incentive techniques for the Internet of Things: A survey. J. Netw. Comput. Appl. Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Ons Aouedi, Gokul Yenduri, Sweta Bhattacharya, Thippa Reddy Gadekallu
2022	J	`jnl`	MIMO-OFDM Modulation Classification Using Three-Dimensional Convolutional Network. IEEE Trans. Veh. Technol. Thien Huynh-The, Toan-Van Nguyen, Quoc-Viet Pham, Daniel Benevides da Costa, Dong-Seong Kim
2022	J	`jnl`	Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. CoRR Rajeswari Chengoden, Nancy Victor, Thien Huynh-The, Gokul Yenduri, Rutvij H. Jhaveri, Mamoun Alazab, Sweta Bhattacharya, Pawan Hegde, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2022	J	`jnl`	MoDANet: Multi-Task Deep Network for Joint Automatic Modulation Classification and Direction of Arrival Estimation. IEEE Commun. Lett. Van-Sang Doan, Thien Huynh-The, Van-Phuc Hoang, Duy-Thai Nguyen
2022	J	`jnl`	Partial Computation Offloading in Parked Vehicle-Assisted Multi-Access Edge Computing: A Game-Theoretic Approach. IEEE Trans. Veh. Technol. Xuan-Qui Pham, Thien Huynh-The, Eui-Nam Huh, Dong-Seong Kim
2022	J	`jnl`	RF-UAVNet: High-Performance Convolutional Network for RF-Based Drone Surveillance Systems. IEEE Access Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Daniel Benevides da Costa, Dong-Seong Kim
2022	J	`jnl`	RanNet: Learning Residual-Attention Structure in CNNs for Automatic Modulation Classification. IEEE Wirel. Commun. Lett. Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Thanh Thi Nguyen, Daniel Benevides da Costa, Dong-Seong Kim
2022	J	`jnl`	Signal Preprocessing Technique With Noise-Tolerant for RF-Based UAV Signal Classification. IEEE Access Dae-Il Noh, Seon-Geun Jeong, Huu-Trung Hoang, Quoc-Viet Pham, Thien Huynh-The, Mikio Hasegawa, Hiroo Sekiya, Sunyoung Kwon, Sang-Hwa Chung, Won-Joo Hwang
2022	—	`conf`	UAV-enabled Wireless Powered Communication for Energy-Efficient Federated Learning. ICC Quoc-Viet Pham, Mai Le, Thien Huynh-The, Zhu Han, Won-Joo Hwang
2022	J	`jnl`	Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. Van-Sang Doan, Thien Huynh-The, Dong-Seong Kim
2021	—	`conf`	A Deep CNN-based Relay Selection in EH Full-Duplex IoT Networks with Short-Packet Communications. ICC Toan-Van Nguyen, Thien Huynh-The, Beongku An
2021	J	`jnl`	A Deep-Neural-Network-Based Relay Selection Scheme in Wireless-Powered Cognitive IoT Networks. IEEE Internet Things J. Toan-Van Nguyen, Thong Nhat Tran, Kyusung Shim, Thien Huynh-The, Beongku An
2021	—	`conf`	A QoE-based Optimization Approach to Computation Offloading in Vehicle-assisted Multi-access Edge Computing. ICTC Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim
2021	J	`jnl`	Accurate Deep CNN-Based Waveform Recognition for Intelligent Radar Systems. IEEE Commun. Lett. Thien Huynh-The, Cam-Hao Hua, Van-Sang Doan, Quoc-Viet Pham, Dong-Seong Kim
2021	J	`jnl`	Accurate LPI Radar Waveform Recognition With CWD-TFA for Deep Convolutional Network. IEEE Wirel. Commun. Lett. Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Toan-Van Nguyen, Dong-Seong Kim
2021	—	`conf`	An Efficient QoS Routing Protocol in Cognitive Radio MANETs: Cross-Layer Design Meets Deep Reinforcement Learning. ICEIC Toan-Van Nguyen, Thong Nhat Tran, Thien Huynh-The, Beongku An
2021	J	`jnl`	Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. CoRR Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana
2021	J	`jnl`	Automatic Modulation Classification: A Deep Architecture Survey. IEEE Access Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Thanh Thi Nguyen, Rukhsana Ruby, Ming Zeng, Dong-Seong Kim
2021	J	`jnl`	Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images. IEEE J. Biomed. Health Informatics Cam-Hao Hua, Kiyoung Kim, Thien Huynh-The, Jong In You, Seung-Young Yu, Thuong Le-Tien, Sung-Ho Bae, Sungyoung Lee
2021	—	`conf`	Deep Learning for Coexistence Radar-Communication Waveform Recognition. ICTC Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Dong-Seong Kim
2021	—	`conf`	Deep Learning-based Automatic Modulation Classification for Wireless OFDM Communications. ICTC Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Xuan-Qui Pham, Dong-Seong Kim
2021	B	`conf`	Densely-Accumulated Convolutional Network for Accurate LPI Radar Waveform Recognition. GLOBECOM Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Van-Sang Doan, Nhan Thanh Nguyen, Daniel Benevides da Costa, Dong-Seong Kim
2021	J	`jnl`	Explainable AI for B5G/6G: Technical Aspects, Use Cases, and Research Challenges. CoRR Shen Wang, Muhammad Atif Qureshi, Luis Miralles-Pechuaán, Thien Huynh-The, Thippa Reddy Gadekallu, Madhusanka Liyanage
2021	J	`jnl`	Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions. CoRR Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Madhusanka Liyanage
2021	J	`jnl`	Fusion of Federated Learning and Industrial Internet of Things: A Survey. CoRR Parimala M., R. M. Swarna Priya, Quoc-Viet Pham, Kapal Dev, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Thien Huynh-The
2021	J	`jnl`	Intelligent Radio Signal Processing: A Survey. IEEE Access Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang
2021	—	`conf`	Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems. SPAWC Nhan Thanh Nguyen, Ly Van Nguyen, Thien Huynh-The, Duy H. N. Nguyen, A. Lee Swindlehurst, Markku J. Juntti
2021	J	`jnl`	Physical Activity Recognition With Statistical-Deep Fusion Model Using Multiple Sensory Data for Smart Health. IEEE Internet Things J. Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim
2021	J	`jnl`	RFDOA-Net: An Efficient ConvNet for RF-Based DOA Estimation in UAV Surveillance Systems. IEEE Trans. Veh. Technol. Rubina Akter, Van-Sang Doan, Thien Huynh-The, Dong-Seong Kim
2021	J	`jnl`	Short-Packet Communications in Wireless-Powered Cognitive IoT Networks: Performance Analysis and Deep Learning Evaluation. IEEE Trans. Veh. Technol. Chung Duc Ho, Toan-Van Nguyen, Thien Huynh-The, Tien-Tung Nguyen, Daniel Benevides da Costa, Beongku An
2021	J	`jnl`	Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning. CoRR Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang
2021	J	`jnl`	Toward efficient and intelligent video analytics with visual privacy protection for large-scale surveillance. J. Supercomput. Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, M. Fatih Demirci, Young-Koo Lee
2021	J	`jnl`	UAV Communications for Sustainable Federated Learning. CoRR Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby, Thien Huynh-The, Won-Joo Hwang
2021	J	`jnl`	UAV Communications for Sustainable Federated Learning. IEEE Trans. Veh. Technol. Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby, Thien Huynh-The, Won-Joo Hwang
2020	—	`conf`	3D Action Recognition Exploiting Hierarchical Deep Feature Fusion Model. IMCOM Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim
2020	J	`jnl`	Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. IEEE Access Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana
2020	B	`conf`	Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment. GLOBECOM Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim
2020	J	`jnl`	Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment. CoRR Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim
2020	J	`jnl`	Clustering and Power Allocation for UAV-assisted NOMA-VLC Systems: A Swarm Intelligence Approach. CoRR Quoc-Viet Pham, Nhu-Ngoc Dao, Thien Huynh-The, Jun Zhao, Won-Joo Hwang
2020	—	`conf`	Convolutional Network with Densely Backward Attention for Facial Expression Recognition. IMCOM Cam-Hao Hua, Thien Huynh-The, Hyunseok Seo, Sungyoung Lee
2020	—	`conf`	Convolutional Neural Network-Based DOA Estimation Using Non-uniform Linear Array for Multipath Channels. INISCOM Van-Sang Doan, Thien Huynh-The, Van-Phuc Hoang, Dong-Seong Kim
2020	J	`jnl`	Cross-Attentional Bracket-shaped Convolutional Network for semantic image segmentation. Inf. Sci. Cam-Hao Hua, Thien Huynh-The, Sung-Ho Bae, Sungyoung Lee
2020	—	`conf`	DRAN: Densely Reversed Attention based Convolutional Network for Diabetic Retinopathy Detection. EMBC Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee
2020	—	`conf`	Deep Learning for Constellation-based Modulation Classification under Multipath Fading Channels. ICTC Thien Huynh-The, Cam-Hao Hua, Van-Sang Doan, Quoc-Viet Pham, Toan-Van Nguyen, Dong-Seong Kim
2020	—	`conf`	Distributed Feature Extraction on Apache Spark for Human Action Recognition. IMCOM Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, Dinh-Mao Bui, Young-Koo Lee
2020	J	`jnl`	Encoding Pose Features to Images With Data Augmentation for 3-D Action Recognition. IEEE Trans. Ind. Informatics Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim
2020	B	`conf`	Exploiting a low-cost CNN with skip connection for robust automatic modulation classification. WCNC Thien Huynh-The, Cam-Hao Hua, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim
2020	J	`jnl`	Image representation of pose-transition feature for 3D skeleton-based action recognition. Inf. Sci. Thien Huynh-The, Cam-Hao Hua, Trung-Thanh Ngo, Dong-Seong Kim
2020	J	`jnl`	Intelligent Radio Signal Processing: A Contemporary Survey. CoRR Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang
2020	J	`jnl`	Learning 3D spatiotemporal gait feature by convolutional network for person identification. Neurocomputing Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim
2020	B	`conf`	Learning Constellation Map with Deep CNN for Accurate Modulation Recognition. GLOBECOM Van-Sang Doan, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim
2020	J	`jnl`	Learning Constellation Map with Deep CNN for Accurate Modulation Recognition. CoRR Van-Sang Doan, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim
2020	Misc	`conf`	Learning Geometric Features with Dual-stream CNN for 3D Action Recognition. ICASSP Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim
2020	J	`jnl`	MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification. IEEE Commun. Lett. Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim
2020	—	`conf`	Multi-shuffled Convolutional Blocks for Low-complex Modulation Recognition. ICTC Godwin Brown Tunze, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim
2020	Misc	`conf`	Space-Time Skeletal Analysis with Jointly Dual-Stream ConvNet for Action Recognition. DICTA Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim
2020	J	`jnl`	Sparsely Connected CNN for Efficient Automatic Modulation Recognition. IEEE Trans. Veh. Technol. Godwin Brown Tunze, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim
2020	J	`jnl`	Sum-Rate Maximization for UAV-Assisted Visible Light Communications Using NOMA: Swarm Intelligence Meets Machine Learning. IEEE Internet Things J. Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang
2019	J	`jnl`	A Novel VANETs-Based Traffic Light Scheduling Scheme for Greener Planet and Safer Road Intersections. IEEE Access Trung-Thanh Ngo, Thien Huynh-The, Dong-Seong Kim
2019	J	`jnl`	Bimodal learning via trilogy of skip-connection deep networks for diabetic retinopathy risk progression identification. Int. J. Medical Informatics Cam-Hao Hua, Thien Huynh-The, Kiyoung Kim, Seung-Young Yu, Thuong Le-Tien, Gwang Hoon Park, Jae Hun Bang, Wajahat Ali Khan, Sung-Ho Bae, Sungyoung Lee
2019	C	`conf`	Data Augmentation For CNN-Based 3D Action Recognition on Small-Scale Datasets. INDIN Thien Huynh-The, Dong-Seong Kim
2019	B	`conf`	Learning Action Images Using Deep Convolutional Neural Networks For 3D Action Recognition. SAS Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim
2019	J	`jnl`	Locally Statistical Dual-Mode Background Subtraction Approach. IEEE Access Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim
2019	J	`jnl`	ML-HDP: A Hierarchical Bayesian Nonparametric Model for Recognizing Human Actions in Video. IEEE Trans. Circuits Syst. Video Technol. Nguyen Anh Tu, Thien Huynh-The, Kifayat-Ullah Khan, Young-Koo Lee
2019	—	`conf`	Pose-Based Identification Using Deep Learning for Military Surveillance Systems. ICTC Ali Aouto, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim
2019	—	`conf`	Retinal Vessel Segmentation using Round-wise Features Aggregation on Bracket-shaped Convolutional Neural Networks. EMBC Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee
2019	Misc	`conf`	Robust Image Watermarking Framework Powered by Convolutional Encoder-Decoder Network. DICTA Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim
2019	Misc	`conf`	Scalable Video Classification using Bag of Visual Words on Spark. DICTA Nguyen Anh Tu, Thien Huynh-The, Young-Koo Lee
2019	—	`conf`	Visualizing Inertial Data For Wearable Sensor Based Daily Life Activity Recognition Using Convolutional Neural Network. EMBC Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim
2018	J	`jnl`	Adaptive Data Boosting Technique for Robust Personalized Speech Emotion in Emotionally-Imbalanced Small-Sample Environments. Sensors Jae Hun Bang, Tae Ho Hur, Dohyeong Kim, Thien Huynh-The, Jongwon Lee, Yongkoo Han, Oresti Banos, Jee-In Kim, Sungyoung Lee
2018	B	`conf`	Convolutional Networks with Bracket-Style Decoder for Semantic Scene Segmentation. SMC Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee
2018	J	`jnl`	Early fault detection in IaaS cloud computing based on fuzzy logic and prediction technique. J. Supercomput. Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee
2018	J	`jnl`	Hierarchical topic modeling with pose-transition feature for action recognition using 3D skeleton data. Inf. Sci. Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Tae Ho Hur, Jae Hun Bang, Dohyeong Kim, Muhammad Bilal Amin, Byeong Ho Kang, Hyonwoo Seung, Soo-Yong Shin, Eun-Soo Kim, Sungyoung Lee
2018	J	`jnl`	Iss2Image: A Novel Signal-Encoding Technique for CNN-Based Human Activity Recognition. Sensors Tae Ho Hur, Jae Hun Bang, Thien Huynh-The, Jongwon Lee, Jee-In Kim, Sungyoung Lee
2018	J	`jnl`	Selective bit embedding scheme for robust blind color image watermarking. Inf. Sci. Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Tae Ho Hur, Jae Hun Bang, Dohyeong Kim, Muhammad Bilal Amin, Byeong Ho Kang, Hyonwoo Seung, Sungyoung Lee
2017	B	`conf`	ADM-HIPaR: An efficient background subtraction approach. AVSS Thien Huynh-The, Sungyoung Lee, Cam-Hao Hua
2017	B	`conf`	Color image watermarking using selective MSB-LSB embedding and 2D Otsu thresholding. SMC Thien Huynh-The, Sungyoung Lee
2017	—	`conf`	Improving NIC algorithm using different binary structure elements for multi-modal foreground detection. IMCOM Thien Huynh-The, Cam-Hao Hua, Sungyoung Lee
2017	J	`jnl`	NIC: A Robust Background Extraction Algorithm for Foreground Detection in Dynamic Scenes. IEEE Trans. Circuits Syst. Video Technol. Thien Huynh-The, Oresti Banos, Sungyoung Lee, Byeong Ho Kang, Eun-Soo Kim, Thuong Le-Tien
2016	—	`conf`	An Interactive Activity Recognition Approach Using Articulated-Body Estimation and Pose-Based Features. IMCOM Thuong Le-Tien, Thien Huynh-The, Sungyoung Lee, Yongik Yoon
2016	B	`conf`	Describing body-pose feature - poselet - activity relationship using Pachinko Allocation Model. SMC Thien Huynh-The, Ba-Vui Le, Sungyoung Lee
2016	—	`conf`	Energy savings in processor based on prediction technique. ICOIN Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee, Yongik Yoon, Sungik Jun
2016	—	`conf`	Fuzzy Fault Detection in IaaS Cloud Computing. IMCOM Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee
2016	J	`jnl`	Human Behavior Analysis by Means of Multimodal Context Mining. Sensors Oresti Baños, Claudia Villalonga, Jae Hun Bang, Tae Ho Hur, Dong Uk Kang, Sang Beom Park, Thien Huynh-The, Le-Ba Vui, Muhammad Bilal Amin, Muhammad Asif Razzaq, Wajahat Ali Khan, Choong Seon Hong, Sungyoung Lee
2016	—	`conf`	Improved PAM-based traffic behavior recognition using trajectory-wise features. BigComp Thien Huynh-The, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon
2016	J	`jnl`	Improving digital image watermarking by means of optimal channel selection. Expert Syst. Appl. Thien Huynh-The, Oresti Banos, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien
2016	J	`jnl`	Interactive activity recognition using pose-based spatio-temporal relation features and four-level Pachinko Allocation Model. Inf. Sci. Thien Huynh-The, Ba-Vui Le, Sungyoung Lee, Yongik Yoon
2015	—	`conf`	A novel watermarking scheme for image authentication in social networks. IMCOM Thien Huynh-The, Oresti Banos, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien
2015	—	`conf`	An Innovative Platform for Person-Centric Health and Wellness Support. IWBBIO (2) Oresti Banos, Muhammad Bilal Amin, Wajahat Ali Khan, Muhammad Afzal, Mahmood Ahmad, Maqbool Ali, Taqdir Ali, Rahman Ali, Hafiz Syed Muhammad Bilal, Manhyung Han, Jamil Hussain, Maqbool Hussain, Shujaat Hussain, Tae Ho Hur, Jae Hun Bang, Thien Huynh-The, Muhammad Idris, Dong Wook Kang, Sang Beom Park, Hameed Siddiqui, Le-Ba Vui, Muhammad Fahim, Asad Masood Khattak, Byeong Ho Kang, Sungyoung Lee
2015	—	`conf`	EAP: Energy-Awareness Predictor in Multicore CPU. CSA/CUTE Dinh-Mao Bui, Thien Huynh-The, Yongik Yoon, Sungik Jun, Sungyoung Lee
2015	—	`conf`	Interactive Activity Recognition Using Articulated-Pose Features on Spatio-Temporal Relation. CSA/CUTE Thien Huynh-The, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon
2015	—	`conf`	Replication Management Framework for HDFS Based on Prediction Technique. CBD Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee, Bin Li, Jin Wang
2015	J	`jnl`	Traffic Behavior Recognition Using the Pachinko Allocation Model. Sensors Thien Huynh-The, Oresti Baños, Ba-Vui Le, Dinh-Mao Bui, Yongik Yoon, Sungyoung Lee
2014	—	`conf`	PAM-Based Behavior Modelling. IWAAL Thien Huynh-The, Ba-Vui Le, Muhammad Fahim, Sungyoung Lee, Yongik Yoon, Byeong Ho Kang
2014	J	`jnl`	Using weighted dynamic range for histogram equalization to improve the image contrast. EURASIP J. Image Video Process. Thien Huynh-The, Ba-Vui Le, Sungyoung Lee, Thuong Le-Tien, Yongik Yoon