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Thien Huynh-The
Huynh-The Thien
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2020 – today
- 2025
- [j66]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:
The Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges. IEEE Open J. Comput. Soc. 6: 4-24 (2025) - 2024
- [j65]Chi-Hieu Pham
, Thien Huynh-The, Ehsan Sedgh Gooya, Marwa El Bouz, Ayman Alfalou:
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. 243: 107854 (2024) - [j64]Loc Nguyen-Van-Thanh, Tan Do-Duy, Thien Huynh-The:
Efficient LDPC Code Design based on Genetic Algorithm for IoT Applications. EAI Endorsed Trans. Ind. Networks Intell. Syst. 11(4) (2024) - [j63]Thien Huynh-The
, Van-Phuc Hoang
, Jae-Woo Kim
, Minh-Thanh Le, Ming Zeng
:
WaveNet: Toward Waveform Classification in Integrated Radar-Communication Systems With Improved Accuracy and Reduced Complexity. IEEE Internet Things J. 11(14): 25111-25123 (2024) - [j62]Toan-Van Nguyen, Thien Huynh-The, Vo Nguyen Quoc Bao:
Short-packet communications in wireless energy transfer full-duplex IoT networks with deep learning design. J. Commun. Networks 26(3): 297-307 (2024) - [j61]Gia-Vuong Nguyen
, Thien Huynh-The
:
Enhancing Aerial Semantic Segmentation With Feature Aggregation Network for DeepLabV3+. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j60]Nguyen Cong Luong
, Thien Huynh-The
, Van-Dinh Nguyen
, Derrick Wing Kwan Ng
, Symeon Chatzinotas
, Dusit Niyato
, Quoc-Viet Pham
:
Incentive Mechanism and Semantic Communication for Edge Computing-Assisted Metaverse. IEEE Netw. 38(3): 277-284 (2024) - [j59]Shen Wang
, Muhammad Atif Qureshi, Luis Miralles-Pechuán
, Thien Huynh-The
, Thippa Reddy Gadekallu
, Madhusanka Liyanage
:
Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges. IEEE Open J. Commun. Soc. 5: 2490-2540 (2024) - [j58]Thien Huynh-The
, Son Ngoc Truong
, Gia-Vuong Nguyen
:
HBSeNet: A Hybrid Bilateral Network for Accurate Semantic Segmentation of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14179-14193 (2024) - [j57]Xuan-Qui Pham
, Thien Huynh-The
, Dong-Seong Kim
:
Joint Partial Offloading and Resource Allocation for Parked Vehicle-Assisted Multi-Access Edge Computing. IEEE Trans. Emerg. Top. Comput. 12(3): 918-923 (2024) - [j56]Thien Huynh-The
, Nguyen Cong Luong
, Hoc Phan
, Daniel Benevides da Costa
, Quoc-Viet Pham
:
Improved Waveform Classification for Integrated Radar-Communication 6G Systems via Convolutional Neural Networks. IEEE Trans. Veh. Technol. 73(9): 13921-13925 (2024) - [j55]Toan-Van Nguyen
, Thai-Hoc Vu
, Thien Huynh-The
, Daniel Benevides da Costa
:
Secrecy Performance of Short-Packet Communications in MultiHop IoT Networks With Imperfect CSI. IEEE Wirel. Commun. Lett. 13(4): 1093-1097 (2024) - 2023
- [j54]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
:
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. IEEE Access 11: 12764-12794 (2023) - [j53]Xuan-Qui Pham
, Tien-Dung Nguyen
, Thien Huynh-The
, Eui-Nam Huh
, Dong-Seong Kim
:
Distributed Cloud Computing: Architecture, Enabling Technologies, and Open Challenges. IEEE Consumer Electron. Mag. 12(3): 98-106 (2023) - [j52]Thien Huynh-The
, Quoc-Viet Pham
, Xuan-Qui Pham
, Thanh Thi Nguyen
, Zhu Han, Dong-Seong Kim:
Artificial intelligence for the metaverse: A survey. Eng. Appl. Artif. Intell. 117(Part): 105581 (2023) - [j51]Thien Huynh-The, Thippa Reddy Gadekallu
, Weizheng Wang, Gokul Yenduri
, Pasika Ranaweera
, Quoc-Viet Pham
, Daniel Benevides da Costa, Madhusanka Liyanage
:
Blockchain for the metaverse: A Review. Future Gener. Comput. Syst. 143: 401-419 (2023) - [j50]Rukhsana Ruby
, Hailiang Yang
, Felipe A. P. de Figueiredo
, Thien Huynh-The
, Kaishun Wu
:
Energy-Efficient Multiprocessor-Based Computation and Communication Resource Allocation in Two-Tier Federated Learning Networks. IEEE Internet Things J. 10(7): 5689-5703 (2023) - [j49]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
:
Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions. IEEE Internet Things J. 10(24): 21873-21891 (2023) - [j48]Thien Huynh-The
, Toan-Van Nguyen
, Quoc-Viet Pham
, Daniel Benevides da Costa
, Gi Hyeob Kwon
, Dong-Seong Kim
:
Efficient Convolutional Networks for Robust Automatic Modulation Classification in OFDM-Based Wireless Systems. IEEE Syst. J. 17(1): 964-975 (2023) - [j47]Toan-Van Nguyen
, Van-Dinh Nguyen
, Daniel Benevides da Costa
, Thien Huynh-The
, Rose Qingyang Hu
, Beongku An
:
Short-Packet Communications in Multihop Networks With WET: Performance Analysis and Deep Learning-Aided Optimization. IEEE Trans. Wirel. Commun. 22(1): 439-456 (2023) - [c56]Thanh Thi Nguyen, Minh Cuong Nguyen
, Thien Huynh-The, Quoc-Viet Pham
, Quoc Viet Hung Nguyen, Imran Razzak, Vijay Janapa Reddi:
Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules. ICCS (2) 2023: 298-305 - [c55]Gia-Vuong Nguyen
, Ca Van Phan
, Thien Huynh-The
:
Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification. SoICT 2023: 221-227 - [c54]Lam Mai-Thanh
, Khoi Tran-Minh
, Thien Huynh-The
:
PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation. SoICT 2023: 351-356 - [c53]Anh-Kiet Vo
, Thien Huynh-The
:
LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation. SoICT 2023: 422-428 - [c52]Quang-Thai Le
, Quoc-Hung Tran
, Thien Huynh-The
:
Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud. SoICT 2023: 463-470 - [c51]Thien Huynh-The, Quoc-Viet Pham
, Toan-Van Nguyen, Daniel Benevides da Costa, Van-Phuc Hoang:
An Efficient Deep Network for Modulation Classification in Impaired MIMO-OFDM Systems. SSP 2023: 130-134 - [c50]Thai-Hoc Vu, Khac-Tuan Nguyen, Quoc-Viet Pham
, Thien Huynh-The, Daniel Benevides da Costa, Vo Nguyen Quoc Bao, Sunghwan Kim:
Outage Performance of THz-aided NOMA Systems with Spherical Stochastic Model. SSP 2023: 135-139 - [c49]Thien Huynh-The, Quoc-Viet Pham
, Thai-Hoc Vu, Daniel Benevides da Costa, Van-Phuc Hoang:
Intelligent Spectrum Sensing with ConvNet for 5G and LTE Signals Identification. SSP 2023: 140-144 - [c48]Toan-Van Nguyen, Thien Huynh-The, Vo Nguyen Quoc Bao:
Performance Analysis and Deep Learning Evaluation of URLLC Full-Duplex Energy Harvesting IoT Networks over Nakagami-m Fading Channels. SSP 2023: 309-313 - [i19]Bartlomiej Siniarski
, Chamitha de Alwis
, Gokul Yenduri
, Thien Huynh-The, Gürkan Gür
, Thippa Reddy Gadekallu, Madhusanka Liyanage
:
Need of 6G for the Metaverse Realization. CoRR abs/2301.03386 (2023) - [i18]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
:
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions. CoRR abs/2304.00524 (2023) - [i17]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
:
Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges. CoRR abs/2308.02677 (2023) - [i16]Mai Le, Thien Huynh-The, Tan Do-Duy, Thai-Hoc Vu, Won-Joo Hwang, Quoc-Viet Pham:
Applications of Distributed Machine Learning for the Internet-of-Things: A Comprehensive Survey. CoRR abs/2310.10549 (2023) - 2022
- [j46]Thien Huynh-The
, Quoc-Viet Pham
, Toan-Van Nguyen
, Daniel Benevides da Costa
, Dong-Seong Kim
:
RF-UAVNet: High-Performance Convolutional Network for RF-Based Drone Surveillance Systems. IEEE Access 10: 49696-49707 (2022) - [j45]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
:
Signal Preprocessing Technique With Noise-Tolerant for RF-Based UAV Signal Classification. IEEE Access 10: 134785-134798 (2022) - [j44]M. Parimala Boobalan, Swarna Priya Ramu
, Quoc-Viet Pham
, Kapal Dev, Sharnil Pandya
, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
, Thien Huynh-The:
Fusion of Federated Learning and Industrial Internet of Things: A survey. Comput. Networks 212: 109048 (2022) - [j43]Thanh 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:
Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. 223: 103525 (2022) - [j42]Van-Sang Doan
, Thien Huynh-The
, Van-Phuc Hoang
, Duy-Thai Nguyen:
MoDANet: Multi-Task Deep Network for Joint Automatic Modulation Classification and Direction of Arrival Estimation. IEEE Commun. Lett. 26(2): 335-339 (2022) - [j41]Praveen Kumar Reddy Maddikunta
, Quoc-Viet Pham
, Dinh C. Nguyen, Thien Huynh-The, Ons Aouedi
, Gokul Yenduri
, Sweta Bhattacharya
, Thippa Reddy Gadekallu
:
Incentive techniques for the Internet of Things: A survey. J. Netw. Comput. Appl. 206: 103464 (2022) - [j40]Van-Sang Doan
, Thien Huynh-The
, Dong-Seong Kim
:
Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j39]Quoc-Viet Pham
, Ming Zeng, Thien Huynh-The, Zhu Han, Won-Joo Hwang:
Aerial Access Networks for Federated Learning: Applications and Challenges. IEEE Netw. 36(3): 159-166 (2022) - [j38]Quoc-Viet Pham
, Mai Le
, Thien Huynh-The
, Zhu Han
, Won-Joo Hwang
:
Energy-Efficient Federated Learning Over UAV-Enabled Wireless Powered Communications. IEEE Trans. Veh. Technol. 71(5): 4977-4990 (2022) - [j37]Thien Huynh-The
, Toan-Van Nguyen
, Quoc-Viet Pham
, Daniel Benevides da Costa
, Dong-Seong Kim
:
MIMO-OFDM Modulation Classification Using Three-Dimensional Convolutional Network. IEEE Trans. Veh. Technol. 71(6): 6738-6743 (2022) - [j36]Xuan-Qui Pham
, Thien Huynh-The
, Eui-Nam Huh
, Dong-Seong Kim
:
Partial Computation Offloading in Parked Vehicle-Assisted Multi-Access Edge Computing: A Game-Theoretic Approach. IEEE Trans. Veh. Technol. 71(9): 10220-10225 (2022) - [j35]Thien Huynh-The
, Quoc-Viet Pham
, Toan-Van Nguyen
, Thanh Nguyen
, Daniel Benevides da Costa
, Dong-Seong Kim
:
RanNet: Learning Residual-Attention Structure in CNNs for Automatic Modulation Classification. IEEE Wirel. Commun. Lett. 11(6): 1243-1247 (2022) - [c47]Quoc-Viet Pham
, Mai Le, Thien Huynh-The, Zhu Han, Won-Joo Hwang:
UAV-enabled Wireless Powered Communication for Energy-Efficient Federated Learning. ICC 2022: 1-6 - [c46]Toan-Van Nguyen, Thien Huynh-The, Van-Dinh Nguyen
, Daniel Benevides da Costa
, Rose Qingyang Hu, Beongku An:
An Efficient Deep CNN Design for EH Short-Packet Communications in Multihop Cognitive IoT Networks. ICC 2022: 2102-2107 - [c45]Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim:
A Vision of Distributed Cloud Computing. ICTC 2022: 1963-1968 - [c44]Aizada Askar, Min-Ho Lee, Thien Huynh-The, Nguyen Anh Tu:
2D Skeleton-based Action Recognition Using Action-Snippets and Sequential Deep Learning. SMC 2022: 2372-2377 - [c43]Thien Huynh-The, Quoc-Viet Pham
, Toan-Van Nguyen, Daniel Benevides da Costa
, Dong-Seong Kim:
Automatic Modulation Classification with Low-Cost Attention Network for Impaired OFDM Signals. WCNC 2022: 1785-1790 - [i15]Toan-Van Nguyen, Thien Huynh-The, Van-Dinh Nguyen, Daniel Benevides da Costa, Rose Qingyang Hu, Beongku An:
An Efficient Deep CNN Design for EH Short-Packet Communications in Multihop Cognitive IoT Networks. CoRR abs/2201.10642 (2022) - [i14]Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, Dong-Seong Kim:
Artificial Intelligence for the Metaverse: A Survey. CoRR abs/2202.10336 (2022) - [i13]Thippa Reddy Gadekallu, Thien Huynh-The, Weizheng Wang, Gokul Yenduri, Pasika Ranaweera, Quoc-Viet Pham
, Daniel Benevides da Costa, Madhusanka Liyanage
:
Blockchain for the Metaverse: A Review. CoRR abs/2203.09738 (2022) - [i12]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:
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. CoRR abs/2209.04160 (2022) - [i11]Nguyen Cong Luong, Quoc-Viet Pham
, Thien Huynh-The, Van-Dinh Nguyen
, Derrick Wing Kwan Ng, Symeon Chatzinotas
:
Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design. CoRR abs/2212.06463 (2022) - 2021
- [j34]Quoc-Viet Pham
, Nhan Thanh Nguyen
, Thien Huynh-The
, Long Bao Le
, Kyungchun Lee
, Won-Joo Hwang
:
Intelligent Radio Signal Processing: A Survey. IEEE Access 9: 83818-83850 (2021) - [j33]Thien Huynh-The
, Quoc-Viet Pham
, Toan-Van Nguyen
, Thanh Thi Nguyen
, Rukhsana Ruby
, Ming Zeng
, Dong-Seong Kim
:
Automatic Modulation Classification: A Deep Architecture Survey. IEEE Access 9: 142950-142971 (2021) - [j32]Thien Huynh-The
, Cam-Hao Hua
, Van-Sang Doan
, Quoc-Viet Pham
, Dong-Seong Kim
:
Accurate Deep CNN-Based Waveform Recognition for Intelligent Radar Systems. IEEE Commun. Lett. 25(9): 2938-2942 (2021) - [j31]Thien Huynh-The
, Cam-Hao Hua
, Nguyen Anh Tu
, Dong-Seong Kim
:
Physical Activity Recognition With Statistical-Deep Fusion Model Using Multiple Sensory Data for Smart Health. IEEE Internet Things J. 8(3): 1533-1543 (2021) - [j30]Toan-Van Nguyen
, Thong Nhat Tran
, Kyusung Shim
, Thien Huynh-The
, Beongku An
:
A Deep-Neural-Network-Based Relay Selection Scheme in Wireless-Powered Cognitive IoT Networks. IEEE Internet Things J. 8(9): 7423-7436 (2021) - [j29]Cam-Hao Hua
, Kiyoung Kim
, Thien Huynh-The
, Jong In You, Seung-Young Yu, Thuong Le-Tien, Sung-Ho Bae
, Sungyoung Lee
:
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images. IEEE J. Biomed. Health Informatics 25(7): 2686-2697 (2021) - [j28]Nguyen Anh Tu
, Thien Huynh-The, Kok-Seng Wong
, M. Fatih Demirci
, Young-Koo Lee:
Toward efficient and intelligent video analytics with visual privacy protection for large-scale surveillance. J. Supercomput. 77(12): 14374-14404 (2021) - [j27]Chung Duc Ho
, Toan-Van Nguyen
, Thien Huynh-The
, Tien-Tung Nguyen
, Daniel Benevides da Costa
, Beongku An
:
Short-Packet Communications in Wireless-Powered Cognitive IoT Networks: Performance Analysis and Deep Learning Evaluation. IEEE Trans. Veh. Technol. 70(3): 2894-2899 (2021) - [j26]Quoc-Viet Pham
, Ming Zeng
, Rukhsana Ruby
, Thien Huynh-The
, Won-Joo Hwang
:
UAV Communications for Sustainable Federated Learning. IEEE Trans. Veh. Technol. 70(4): 3944-3948 (2021) - [j25]Rubina Akter
, Van-Sang Doan
, Thien Huynh-The
, Dong-Seong Kim
:
RFDOA-Net: An Efficient ConvNet for RF-Based DOA Estimation in UAV Surveillance Systems. IEEE Trans. Veh. Technol. 70(11): 12209-12214 (2021) - [j24]Thien Huynh-The
, Van-Sang Doan
, Cam-Hao Hua
, Quoc-Viet Pham
, Toan-Van Nguyen
, Dong-Seong Kim
:
Accurate LPI Radar Waveform Recognition With CWD-TFA for Deep Convolutional Network. IEEE Wirel. Commun. Lett. 10(8): 1638-1642 (2021) - [c42]Toan-Van Nguyen, Thong Nhat Tran
, Thien Huynh-The, Beongku An:
An Efficient QoS Routing Protocol in Cognitive Radio MANETs: Cross-Layer Design Meets Deep Reinforcement Learning. ICEIC 2021: 1-4 - [c41]Thien Huynh-The, Quoc-Viet Pham
, Toan-Van Nguyen, Van-Sang Doan
, Nhan Thanh Nguyen
, Daniel Benevides da Costa
, Dong-Seong Kim:
Densely-Accumulated Convolutional Network for Accurate LPI Radar Waveform Recognition. GLOBECOM 2021: 1-6 - [c40]Toan-Van Nguyen, Thien Huynh-The, Beongku An:
A Deep CNN-based Relay Selection in EH Full-Duplex IoT Networks with Short-Packet Communications. ICC 2021: 1-6 - [c39]Thien Huynh-The, Quoc-Viet Pham
, Toan-Van Nguyen, Xuan-Qui Pham, Dong-Seong Kim:
Deep Learning-based Automatic Modulation Classification for Wireless OFDM Communications. ICTC 2021: 47-49 - [c38]Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim:
A QoE-based Optimization Approach to Computation Offloading in Vehicle-assisted Multi-access Edge Computing. ICTC 2021: 131-133 - [c37]Thien Huynh-The, Quoc-Viet Pham
, Toan-Van Nguyen, Dong-Seong Kim:
Deep Learning for Coexistence Radar-Communication Waveform Recognition. ICTC 2021: 1725-1727 - [c36]Nhan Thanh Nguyen
, Ly Van Nguyen, Thien Huynh-The, Duy H. N. Nguyen, A. Lee Swindlehurst
, Markku J. Juntti:
Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems. SPAWC 2021: 101-105 - [i10]Parimala M., R. M. Swarna Priya, Quoc-Viet Pham, Kapal Dev, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Thien Huynh-The:
Fusion of Federated Learning and Industrial Internet of Things: A Survey. CoRR abs/2101.00798 (2021) - [i9]Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang:
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning. CoRR abs/2101.03498 (2021) - [i8]Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby, Thien Huynh-The, Won-Joo Hwang:
UAV Communications for Sustainable Federated Learning. CoRR abs/2103.11073 (2021) - [i7]Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana:
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. CoRR abs/2107.14040 (2021) - [i6]Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Madhusanka Liyanage:
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions. CoRR abs/2110.04160 (2021) - [i5]Shen Wang, Muhammad Atif Qureshi, Luis Miralles-Pechuaán, Thien Huynh-The, Thippa Reddy Gadekallu, Madhusanka Liyanage
:
Explainable AI for B5G/6G: Technical Aspects, Use Cases, and Research Challenges. CoRR abs/2112.04698 (2021) - 2020
- [j23]Quoc-Viet Pham
, Dinh C. Nguyen
, Thien Huynh-The
, Won-Joo Hwang
, Pubudu N. Pathirana
:
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. IEEE Access 8: 130820-130839 (2020) - [j22]Thien Huynh-The
, Cam-Hao Hua
, Quoc-Viet Pham
, Dong-Seong Kim
:
MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification. IEEE Commun. Lett. 24(4): 811-815 (2020) - [j21]Thien Huynh-The
, Cam-Hao Hua
, Nguyen Anh Tu
, Dong-Seong Kim:
Learning 3D spatiotemporal gait feature by convolutional network for person identification. Neurocomputing 397: 192-202 (2020) - [j20]Quoc-Viet Pham
, Thien Huynh-The
, Mamoun Alazab
, Jun Zhao
, Won-Joo Hwang
:
Sum-Rate Maximization for UAV-Assisted Visible Light Communications Using NOMA: Swarm Intelligence Meets Machine Learning. IEEE Internet Things J. 7(10): 10375-10387 (2020) - [j19]Thien Huynh-The
, Cam-Hao Hua
, Trung-Thanh Ngo, Dong-Seong Kim:
Image representation of pose-transition feature for 3D skeleton-based action recognition. Inf. Sci. 513: 112-126 (2020) - [j18]Cam-Hao Hua
, Thien Huynh-The
, Sung-Ho Bae, Sungyoung Lee:
Cross-Attentional Bracket-shaped Convolutional Network for semantic image segmentation. Inf. Sci. 539: 277-294 (2020) - [j17]Thien Huynh-The
, Cam-Hao Hua
, Dong-Seong Kim
:
Encoding Pose Features to Images With Data Augmentation for 3-D Action Recognition. IEEE Trans. Ind. Informatics 16(5): 3100-3111 (2020) - [j16]Godwin Brown Tunze
, Thien Huynh-The
, Jae-Min Lee
, Dong-Seong Kim
:
Sparsely Connected CNN for Efficient Automatic Modulation Recognition. IEEE Trans. Veh. Technol. 69(12): 15557-15568 (2020) - [c35]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Space-Time Skeletal Analysis with Jointly Dual-Stream ConvNet for Action Recognition. DICTA 2020: 1-7 - [c34]Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee:
DRAN: Densely Reversed Attention based Convolutional Network for Diabetic Retinopathy Detection. EMBC 2020: 1992-1995 - [c33]Van-Sang Doan
, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham
, Dong-Seong Kim:
Learning Constellation Map with Deep CNN for Accurate Modulation Recognition. GLOBECOM 2020: 1-6 - [c32]Thien Huynh-The, Van-Sang Doan
, Cam-Hao Hua, Quoc-Viet Pham
, Dong-Seong Kim:
Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment. GLOBECOM 2020: 1-6 - [c31]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Learning Geometric Features with Dual-stream CNN for 3D Action Recognition. ICASSP 2020: 2353-2357 - [c30]Thien Huynh-The, Cam-Hao Hua, Van-Sang Doan
, Quoc-Viet Pham
, Toan-Van Nguyen, Dong-Seong Kim:
Deep Learning for Constellation-based Modulation Classification under Multipath Fading Channels. ICTC 2020: 300-304 - [c29]Godwin Brown Tunze
, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim:
Multi-shuffled Convolutional Blocks for Low-complex Modulation Recognition. ICTC 2020: 939-942 - [c28]Cam-Hao Hua
, Thien Huynh-The, Hyunseok Seo, Sungyoung Lee:
Convolutional Network with Densely Backward Attention for Facial Expression Recognition. IMCOM 2020: 1-6 - [c27]Thien Huynh-The, Cam-Hao Hua
, Nguyen Anh Tu
, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim:
3D Action Recognition Exploiting Hierarchical Deep Feature Fusion Model. IMCOM 2020: 1-3 - [c26]Nguyen Anh Tu
, Thien Huynh-The, Kok-Seng Wong
, Dinh-Mao Bui, Young-Koo Lee:
Distributed Feature Extraction on Apache Spark for Human Action Recognition. IMCOM 2020: 1-6 - [c25]Van-Sang Doan
, Thien Huynh-The, Van-Phuc Hoang
, Dong-Seong Kim:
Convolutional Neural Network-Based DOA Estimation Using Non-uniform Linear Array for Multipath Channels. INISCOM 2020: 45-56 - [c24]Thien Huynh-The, Cam-Hao Hua, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim:
Exploiting a low-cost CNN with skip connection for robust automatic modulation classification. WCNC 2020: 1-6 - [i4]Quoc-Viet Pham, Nhu-Ngoc Dao, Thien Huynh-The, Jun Zhao, Won-Joo Hwang:
Clustering and Power Allocation for UAV-assisted NOMA-VLC Systems: A Swarm Intelligence Approach. CoRR abs/2007.15430 (2020) - [i3]Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang:
Intelligent Radio Signal Processing: A Contemporary Survey. CoRR abs/2008.08264 (2020) - [i2]Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment. CoRR abs/2009.02023 (2020) - [i1]Van-Sang Doan, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
Learning Constellation Map with Deep CNN for Accurate Modulation Recognition. CoRR abs/2009.02026 (2020)
2010 – 2019
- 2019
- [j15]Thien Huynh-The
, Cam-Hao Hua
, Nguyen Anh Tu
, Dong-Seong Kim
:
Locally Statistical Dual-Mode Background Subtraction Approach. IEEE Access 7: 9769-9782 (2019) - [j14]Trung-Thanh Ngo, Thien Huynh-The
, Dong-Seong Kim
:
A Novel VANETs-Based Traffic Light Scheduling Scheme for Greener Planet and Safer Road Intersections. IEEE Access 7: 22175-22185 (2019) - [j13]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:
Bimodal learning via trilogy of skip-connection deep networks for diabetic retinopathy risk progression identification. Int. J. Medical Informatics 132 (2019) - [j12]Nguyen Anh Tu
, Thien Huynh-The
, Kifayat-Ullah Khan, Young-Koo Lee
:
ML-HDP: A Hierarchical Bayesian Nonparametric Model for Recognizing Human Actions in Video. IEEE Trans. Circuits Syst. Video Technol. 29(3): 800-814 (2019) - [c23]