@article{Vu2025CountingTraffic,

title = {Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision},

author = {Tam Vu and Hong Nam Thai and Viet Ngoc Pham and Huy Tuan Vu and Anh Tuan Luong and Thien Van Luong},

url = {https://doi.org/10.1007/s13177-024-00442-z},

doi = {10.1007/s13177-024-00442-z},

year  = {2025},

date = {2025-04-01},

urldate = {2025-04-01},

journal = {International Journal of Intelligent Transportation Systems Research},

volume = {23},

number = {1},

pages = {146–164},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2025UAVIntrusionPCA,

title = {Robust intrusion detection for unmanned aerial vehicles: a PCA-based feature extraction and ensemble learning approach},

author = {T. V. Luong and V. -C. Pham and T. T. H. Le and X. -N. Tran},

doi = {10.1007/s10586-025-05461-3},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Cluster Computing},

volume = {28},

number = {5},

pages = {346–364},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gian2025IMNOMA,

title = {Deep learning detector for downlink IM-NOMA},

author = {T. Gian and N. -H. Pham and V. -C. Pham and T. -H. Nguyen and T. T. Nguyen and T. V. Luong},

doi = {10.1007/s11276-025-03985-5},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Wireless Networks},

volume = {31},

pages = {4135–4146},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Que2025MetallicGlassML,

title = {Machine learning integrated modeling of thermal properties and relaxation dynamics in metallic glasses},

author = {N. T. Que and A. D. Phan and T. Tran and P. T. Huy and M. X. Trang and T. V. Luong},

doi = {10.1016/j.mtcomm.2025.112287},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Materials Today Communications},

volume = {45},

pages = {112287},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2025OTFSDeepLearning,

title = {Deep learning for noncoherent OTFS modulation},

author = {T. V. Luong and V. -C. Pham},

doi = {10.1007/s11235-025-01312-z},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Telecommunication Systems},

volume = {88},

number = {2},

pages = {73–90},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Vuong2025MixtureAgents,

title = {A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs},

author = {T. -C. Vuong and M. X. Trang and N. T. Cuong and V. -D. Ngo and T. V. Luong},

year  = {2025},

date = {2025-01-01},

journal = {Neural Computing and Applications},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Vu2024,

title = {Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision},

author = {Tam Vu and Hong Nam Thai and Viet Ngoc Pham and Huy Tuan Vu and Anh Tuan Luong and Thien Van Luong},

doi = {10.1007/s13177-024-00442-z},

issn = {1868-8659},

year  = {2024},

date = {2024-12-03},

journal = {Int. J. ITS Res.},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Nguyen2024SERSSensor,

title = {Paper/GO/e-Au flexible SERS sensors for in situ detection of tricyclazole in orange juice and on cucumber skin at the sub-ppb level: machine learning-assisted data analysis},

author = {H. A. Nguyen and Q. D. Mai and D. T. N. Nga and M. K. Pham and Q. K. Nguyen and T. H. Do and T. V. Luong and V. D. Lam and A. -T. Le},

doi = {10.1039/D3NA01113E},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Nanoscale Advances},

volume = {6},

pages = {3106–3118},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Vu2024TrafficCounting,

title = {Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision},

author = {T. Vu and H. N. Thai and V. N. Pham and H. T. Vu and A. T. Luong and T. V. Luong},

year  = {2024},

date = {2024-01-01},

journal = {International Journal of Intelligent Transportation Systems Research},

volume = {6},

pages = {3106–3118},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ngo2024IDSFeature,

title = {Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction},

author = {V. -D. Ngo and T. -C. Vuong and H. Tran and T. V. Luong},

year  = {2024},

date = {2024-01-01},

journal = {Cluster Computing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Zhang2022OpticalOFDM,

title = {Machine-Learning-Aided Optical OFDM for Intensity Modulated Direct Detection},

author = {X. Zhang and T. V. Luong and P. Petropoulos and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {Journal of Lightwave Technology},

volume = {40},

number = {8},

pages = {2357–2369},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2022OpticalIMDD,

title = {Deep Learning-Aided Optical IM/DD OFDM Approaches the Throughput of RF-OFDM},

author = {T. V. Luong and X. Zhang and L. Xiang and T. M. Hoang and C. Xu and P. Petropoulos and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Journal on Selected Areas in Communications},

volume = {40},

number = {1},

pages = {212–226},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Xiang2022UnityRate,

title = {Unity-Rate Coding Improves the Iterative Detection Convergence of Autoencoder-Aided Communication Systems},

author = {L. Xiang and C. Xu and X. Zhang and T. V. Luong and R. G. Maunder and L. -L. Yang and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Vehicular Technology},

volume = {71},

number = {5},

pages = {5037–5047},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Hoang2022SecurityTradeoff,

title = {Deep Learning Aided Physical-Layer Security: The Security versus Reliability Trade-off},

author = {T. M. Hoang and T. V. Luong and D. Liu and J. Zhang and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Cognitive Communications and Networking},

volume = {8},

number = {2},

pages = {442–453},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Nguyen2022DynamicNet,

title = {Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches},

author = {T. T. V. Nguyen and N. C. Luong and F. Shaohan and H. T. Nguyen and K. Zhu and T. V. Luong and D. Niyato},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Wireless Communications},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Xu2022TurboDetection,

title = {Turbo Detection Aided Autoencoder for Multi-Carrier Wireless Systems: Integrating Deep Learning into Channel Coded Systems},

author = {C. Xu and T. V. Luong and L. Xiang and S. Sugiura and R. G. Maunder and L. -L. Yang and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Cognitive Communications and Networking},

volume = {8},

number = {2},

pages = {600–614},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ngo2022EnhancingDiversity,

title = {Enhancing Diversity of OFDM with Joint Spread Spectrum and Subcarrier Index Modulations},

author = {V. -D. Ngo and T. V. Luong and N. C. Luong and M. X. Trang and M. -T. Le and T. -T. H. Le and X. -N. Tran},

year  = {2022},

date = {2022-01-01},

journal = {Wireless Networks},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2022DL_SIC,

title = {Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink},

author = {T. V. Luong and N. Shlezinger and C. Xu and T. M. Hoang and Y. C. Eldar and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Vehicular Technology},

volume = {71},

number = {11},

pages = {11876–11888},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ngo2022MCIK,

title = {Generalized BER of MCIK-OFDM with Imperfect CSI: Selection combining GD versus ML receivers},

author = {V. -D. Ngo and T. V. Luong and N. C. Luong and M. -T. Le and T. -T. H. Le and X. -N. Tran},

year  = {2022},

date = {2022-01-01},

journal = {Wireless Networks},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Hoang2022Spoofing,

title = {Detection of Spoofing Attacks in Aeronautical Ad-hoc Networks Using Deep Autoencoders},

author = {T. M. Hoang and T. Van Chien and T. V. Luong and S. Chatzinotas and B. Ottersten and L. Hanzo},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Information Forensics and Security},

volume = {17},

pages = {1010–1023},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2021Multicarrier,

title = {Deep learning-aided multicarrier systems},

author = {T. V. Luong and Y. Ko and M. Matthaiou and N. A. Vien and M. -T. Le and V. -D. Ngo},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Wireless Communications},

volume = {20},

number = {3},

pages = {2109–2119},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Xiang2020JointEstimation,

title = {Deep-Learning-Aided Joint Channel Estimation and Data Detection for Spatial Modulation},

author = {L. Xiang and Y. Liu and T. V. Luong and R. G. Maunder and L. -L. Yang and L. Hanzo},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {191910–191919},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2020DeepEnergyAE,

title = {Deep energy autoencoder for noncoherent multicarrier MU-SIMO systems},

author = {T. V. Luong and Y. Ko and N. A. Vien and M. Matthaiou and H. Q. Ngo},

doi = {10.1109/TWC.2020.2979138},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Transactions on Wireless Communications},

volume = {19},

number = {6},

pages = {3952–3962},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2019OFDMIM,

title = {Deep learning-based detector for OFDM-IM},

author = {T. V. Luong and Y. Ko and N. A. Vien and D. H. Nguyen and M. Matthaiou},

year  = {2019},

date = {2019-01-01},

journal = {IEEE Wireless Communications Letters},

volume = {8},

number = {4},

pages = {1159–1162},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2018SpreadOFDM,

title = {Spread OFDM-IM with precoding matrix and low-complexity detection designs},

author = {T. V. Luong and Y. Ko},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Transactions on Vehicular Technology},

volume = {67},

number = {12},

pages = {11619–11626},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2018MCIK,

title = {Repeated MCIK-OFDM with enhanced transmit diversity under CSI uncertainty},

author = {T. V. Luong and Y. Ko and J. Choi},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Transactions on Wireless Communications},

volume = {17},

number = {6},

pages = {4079–4088},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2018MRC,

title = {The BER analysis of MRC-aided greedy detection for OFDM-IM in the presence of uncertain CSI},

author = {T. V. Luong and Y. Ko},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Wireless Communications Letters},

volume = {7},

number = {4},

pages = {566–569},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2017MCIK,

title = {Impact of CSI uncertainty on MCIK-OFDM: tight, closed-form symbol error probability analysis},

author = {T. V. Luong and Y. Ko},

year  = {2017},

date = {2017-01-01},

journal = {IEEE Transactions on Vehicular Technology},

volume = {67},

number = {2},

pages = {1272–1279},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2017Greedy,

title = {A tight bound on BER of MCIK-OFDM with greedy detection and imperfect CSI},

author = {T. V. Luong and Y. Ko},

year  = {2017},

date = {2017-01-01},

journal = {IEEE Communications Letters},

volume = {21},

number = {12},

pages = {2594–2597},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Que2025,

title = {Machine learning-integrated modeling of thermal properties and relaxation dynamics in metallic glasses},

author = {Ngo T. Que and Anh D. Phan and Truyen Tran and Pham T. Huy and Mai X. Trang and Thien V. Luong},

doi = {10.1016/j.mtcomm.2025.112287},

issn = {2352-4928},

journal = {Materials Today Communications},

volume = {45},

publisher = {Elsevier BV},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tuan2026,

title = {A training-free mixture-of-agents framework for multi-document summarization using LLMs and knowledge graphs},

author = {Cuong Vuong Tuan and Trang Mai Xuan and Tien-Cuong Nguyen and Vu-Duc Ngo and Thien Van Luong},

doi = {10.1007/s00521-026-12249-y},

issn = {1433-3058},

journal = {Neural Comput & Applic},

volume = {38},

number = {13},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2025b,

title = {Robust intrusion detection for unmanned aerial vehicles: a PCA-based feature extraction and ensemble learning approach},

author = {Thien Van Luong and Van-Cuong Pham and Thi Thanh Huyen Le and Xuan-Nam Tran},

doi = {10.1007/s10586-025-05461-3},

issn = {1573-7543},

journal = {Cluster Comput},

volume = {28},

number = {5},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gian2025,

title = {Deep learning detector for downlink IM-NOMA},

author = {Toan Gian and Ngoc-Hung Pham and Van-Cuong Pham and Tien-Hoa Nguyen and Trung Tan Nguyen and Thien Van Luong},

doi = {10.1007/s11276-025-03985-5},

issn = {1572-8196},

journal = {Wireless Netw},

volume = {31},

number = {6},

pages = {4135--4146},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luong2025,

title = {Deep learning for noncoherent OTFS modulation},

author = {Thien Van Luong and Van-Cuong Pham},

doi = {10.1007/s11235-025-01312-z},

issn = {1572-9451},

journal = {Telecommun Syst},

volume = {88},

number = {2},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Vu2024b,

title = {Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision},

author = {Tam Vu and Hong Nam Thai and Viet Ngoc Pham and Huy Tuan Vu and Anh Tuan Luong and Thien Van Luong},

doi = {10.1007/s13177-024-00442-z},

issn = {1868-8659},

journal = {Int. J. ITS Res.},

volume = {23},

number = {1},

pages = {146--164},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}