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Đội ngũ cán bộ giảng viên
TS. LƯƠNG VĂN THIỆN

TS. LƯƠNG VĂN THIỆN

TS. LƯƠNG VĂN THIỆN

Giảng viên

thienlv@neu.edu.vn
https://tvluong.wordpress.com/

Groups:Đội ngũ cán bộ giảng viên, Hội đồng khoa

TS. LƯƠNG VĂN THIỆN

Giảng viên

Giảng viên Khoa Khoa học Dữ liệu và Trí tuệ Nhân tạo, Đại học Kinh tế Quốc dân
Trưởng Lab nghiên cứu Trí tuệ nhân tạo trong Kinh doanh (Business AI Lab)

Tiểu sử học thuật

Sau Tiến sỹ: Đại học Southampton, Vương Quốc Anh, năm 2021
Tiến sĩ: Đại học Queen’s Belfast, Vương Quốc Anh, năm 2019
Kỹ sư: Hệ Kỹ sư tài năng, Đại học Bách Khoa Hà Nội, Việt Nam, 2015

GIỚI THIỆU

TS Lương Văn Thiện

TS. Lương Văn Thiện hiện là Giảng viên tại Khoa Khoa học Dữ liệu và Trí tuệ Nhân tạo, đồng thời là Trưởng Lab cứu Trí tuệ nhân tạo trong Kinh doanh – Business AI Lab. Trước đó, giai đoạn 2021–2024, thầy là Giảng viên tại Khoa CNTT, Đại học Phenikaa. Từ 2019–2021, TS. Thiện là Research Fellow tại Đại học Southampton (Anh Quốc), đồng thời làm Data Scientist tại Tenokonda Ltd. (London) về phân tích và dự báo chuỗi thời gian tài chính. TS. Thiện nhận bằng Ph.D. từ Queen’s University Belfast (Anh) năm 2019, và bằng Kỹ sư từ Đại học Bách khoa Hà Nội, 2015. Hướng nghiên cứu chính của TS. Thiện là AI ứng dụng trong kinh doanh, tài chính – ngân hàng, cùng với AI cho computer vision, NLP, IoT, xử lý tín hiệu và truyền thông không dây.

TS. Thiện đã công bố 50 bài báo trên các tạp chí uy tín IEEE Transactions/Letters (Q1/ISI) và trên các kỷ yếu hội nghị quốc tế bao gồm CVPR, ECCV, PIMRC, VTCspring, SPAWC. TS. Thiện được Bộ KHCN và TW Đoàn trao Giải thưởng Quả cầu vàng KHCN năm 2022. Thầy cũng là Quán quân cuộc thi AI City Challenge năm 2024 và 2025.

LĨNH VỰC NGHIÊN CỨU

Học máy, học sâu, trí tuệ nhân tạo: ứng dụng chính trong kinh tế và tài chính
Thị giác máy tính, xử lý ngôn ngữ tự nhiên, xử lý ảnh
Mạng viễn thông tiên tiến, mạng không dây 5G, 6G
Internet vạn vật IoT, cyber-physical systems, AIoT

GIẢI THƯỞNG

Quán quân cuộc thi AI City Challenge 2025 tại Hội nghị ICCV (Rank A*)
Quán quân cuộc thi AI City Challenge 2024 tại Hội nghị CVPR (Rank A*)
Giải thưởng Khoa học công nghệ Quả cầu vàng 2022.
Học bổng Tiến sĩ toàn phần, Đại học Queen’s Belfast, Vương Quốc Anh, 2016
EEECS Paper Award for Outstanding Research Performance 2025

CÔNG TRÌNH KHOA HỌC TIÊU BIỂU

Tạp chí:

2025

Vu, Tam; Thai, Hong Nam; Pham, Viet Ngoc; Vu, Huy Tuan; Luong, Anh Tuan; Luong, Thien Van

Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision Journal Article

In: International Journal of Intelligent Transportation Systems Research, vol. 23, no. 1, pp. 146–164, 2025.

Links | BibTeX

@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}

}

https://doi.org/10.1007/s13177-024-00442-z
doi:10.1007/s13177-024-00442-z

Luong, T. V.; Pham, V. -C.; Le, T. T. H.; Tran, X. -N.

Robust intrusion detection for unmanned aerial vehicles: a PCA-based feature extraction and ensemble learning approach Journal Article

In: Cluster Computing, vol. 28, no. 5, pp. 346–364, 2025.

Links | BibTeX

@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}

}

doi:10.1007/s10586-025-05461-3

Gian, T.; Pham, N. -H.; Pham, V. -C.; Nguyen, T. -H.; Nguyen, T. T.; Luong, T. V.

Deep learning detector for downlink IM-NOMA Journal Article

In: Wireless Networks, vol. 31, pp. 4135–4146, 2025.

Links | BibTeX

@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}

}

doi:10.1007/s11276-025-03985-5

Que, N. T.; Phan, A. D.; Tran, T.; Huy, P. T.; Trang, M. X.; Luong, T. V.

Machine learning integrated modeling of thermal properties and relaxation dynamics in metallic glasses Journal Article

In: Materials Today Communications, vol. 45, pp. 112287, 2025.

Links | BibTeX

@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}

}

doi:10.1016/j.mtcomm.2025.112287

Luong, T. V.; Pham, V. -C.

Deep learning for noncoherent OTFS modulation Journal Article

In: Telecommunication Systems, vol. 88, no. 2, pp. 73–90, 2025.

Links | BibTeX

@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}

}

doi:10.1007/s11235-025-01312-z

Vuong, T. -C.; Trang, M. X.; Cuong, N. T.; Ngo, V. -D.; Luong, T. V.

A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs Journal Article

In: Neural Computing and Applications, 2025.

BibTeX

@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}

}

2024

Vu, Tam; Thai, Hong Nam; Pham, Viet Ngoc; Vu, Huy Tuan; Luong, Anh Tuan; Luong, Thien Van

Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision Journal Article

In: Int. J. ITS Res., 2024, ISSN: 1868-8659.

Links | BibTeX

@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}

}

doi:10.1007/s13177-024-00442-z

Nguyen, H. A.; Mai, Q. D.; Nga, D. T. N.; Pham, M. K.; Nguyen, Q. K.; Do, T. H.; Luong, T. V.; Lam, V. D.; Le, A. -T.

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 Journal Article

In: Nanoscale Advances, vol. 6, pp. 3106–3118, 2024.

Links | BibTeX

@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}

}

doi:10.1039/D3NA01113E

Vu, T.; Thai, H. N.; Pham, V. N.; Vu, H. T.; Luong, A. T.; Luong, T. V.

Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision Journal Article

In: International Journal of Intelligent Transportation Systems Research, vol. 6, pp. 3106–3118, 2024.

BibTeX

@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}

}

Ngo, V. -D.; Vuong, T. -C.; Tran, H.; Luong, T. V.

Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction Journal Article

In: Cluster Computing, 2024.

BibTeX

@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}

}

2022

Zhang, X.; Luong, T. V.; Petropoulos, P.; Hanzo, L.

Machine-Learning-Aided Optical OFDM for Intensity Modulated Direct Detection Journal Article

In: Journal of Lightwave Technology, vol. 40, no. 8, pp. 2357–2369, 2022.

BibTeX

@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}

}

Luong, T. V.; Zhang, X.; Xiang, L.; Hoang, T. M.; Xu, C.; Petropoulos, P.; Hanzo, L.

Deep Learning-Aided Optical IM/DD OFDM Approaches the Throughput of RF-OFDM Journal Article

In: IEEE Journal on Selected Areas in Communications, vol. 40, no. 1, pp. 212–226, 2022.

BibTeX

@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}

}

Xiang, L.; Xu, C.; Zhang, X.; Luong, T. V.; Maunder, R. G.; Yang, L. -L.; Hanzo, L.

Unity-Rate Coding Improves the Iterative Detection Convergence of Autoencoder-Aided Communication Systems Journal Article

In: IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 5037–5047, 2022.

BibTeX

@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}

}

Hoang, T. M.; Luong, T. V.; Liu, D.; Zhang, J.; Hanzo, L.

Deep Learning Aided Physical-Layer Security: The Security versus Reliability Trade-off Journal Article

In: IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 442–453, 2022.

BibTeX

@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}

}

Nguyen, T. T. V.; Luong, N. C.; Shaohan, F.; Nguyen, H. T.; Zhu, K.; Luong, T. V.; Niyato, D.

Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches Journal Article

In: IEEE Transactions on Wireless Communications, 2022.

BibTeX

@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}

}

Xu, C.; Luong, T. V.; Xiang, L.; Sugiura, S.; Maunder, R. G.; Yang, L. -L.; Hanzo, L.

Turbo Detection Aided Autoencoder for Multi-Carrier Wireless Systems: Integrating Deep Learning into Channel Coded Systems Journal Article

In: IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 600–614, 2022.

BibTeX

@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}

}

Ngo, V. -D.; Luong, T. V.; Luong, N. C.; Trang, M. X.; Le, M. -T.; Le, T. -T. H.; Tran, X. -N.

Enhancing Diversity of OFDM with Joint Spread Spectrum and Subcarrier Index Modulations Journal Article

In: Wireless Networks, 2022.

BibTeX

@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}

}

Luong, T. V.; Shlezinger, N.; Xu, C.; Hoang, T. M.; Eldar, Y. C.; Hanzo, L.

Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink Journal Article

In: IEEE Transactions on Vehicular Technology, vol. 71, no. 11, pp. 11876–11888, 2022.

BibTeX

@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}

}

Ngo, V. -D.; Luong, T. V.; Luong, N. C.; Le, M. -T.; Le, T. -T. H.; Tran, X. -N.

Generalized BER of MCIK-OFDM with Imperfect CSI: Selection combining GD versus ML receivers Journal Article

In: Wireless Networks, 2022.

BibTeX

@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}

}

Hoang, T. M.; Chien, T. Van; Luong, T. V.; Chatzinotas, S.; Ottersten, B.; Hanzo, L.

Detection of Spoofing Attacks in Aeronautical Ad-hoc Networks Using Deep Autoencoders Journal Article

In: IEEE Transactions on Information Forensics and Security, vol. 17, pp. 1010–1023, 2022.

BibTeX

@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}

}

2021

Luong, T. V.; Ko, Y.; Matthaiou, M.; Vien, N. A.; Le, M. -T.; Ngo, V. -D.

Deep learning-aided multicarrier systems Journal Article

In: IEEE Transactions on Wireless Communications, vol. 20, no. 3, pp. 2109–2119, 2021.

BibTeX

@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}

}

2020

Xiang, L.; Liu, Y.; Luong, T. V.; Maunder, R. G.; Yang, L. -L.; Hanzo, L.

Deep-Learning-Aided Joint Channel Estimation and Data Detection for Spatial Modulation Journal Article

In: IEEE Access, vol. 8, pp. 191910–191919, 2020.

BibTeX

@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}

}

Luong, T. V.; Ko, Y.; Vien, N. A.; Matthaiou, M.; Ngo, H. Q.

Deep energy autoencoder for noncoherent multicarrier MU-SIMO systems Journal Article

In: IEEE Transactions on Wireless Communications, vol. 19, no. 6, pp. 3952–3962, 2020.

Links | BibTeX

@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}

}

doi:10.1109/TWC.2020.2979138

2019

Luong, T. V.; Ko, Y.; Vien, N. A.; Nguyen, D. H.; Matthaiou, M.

Deep learning-based detector for OFDM-IM Journal Article

In: IEEE Wireless Communications Letters, vol. 8, no. 4, pp. 1159–1162, 2019.

BibTeX

@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}

}

2018

Luong, T. V.; Ko, Y.

Spread OFDM-IM with precoding matrix and low-complexity detection designs Journal Article

In: IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 11619–11626, 2018.

BibTeX

@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}

}

Luong, T. V.; Ko, Y.; Choi, J.

Repeated MCIK-OFDM with enhanced transmit diversity under CSI uncertainty Journal Article

In: IEEE Transactions on Wireless Communications, vol. 17, no. 6, pp. 4079–4088, 2018.

BibTeX

@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}

}

Luong, T. V.; Ko, Y.

The BER analysis of MRC-aided greedy detection for OFDM-IM in the presence of uncertain CSI Journal Article

In: IEEE Wireless Communications Letters, vol. 7, no. 4, pp. 566–569, 2018.

BibTeX

@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}

}

2017

Luong, T. V.; Ko, Y.

Impact of CSI uncertainty on MCIK-OFDM: tight, closed-form symbol error probability analysis Journal Article

In: IEEE Transactions on Vehicular Technology, vol. 67, no. 2, pp. 1272–1279, 2017.

BibTeX

@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}

}

Luong, T. V.; Ko, Y.

A tight bound on BER of MCIK-OFDM with greedy detection and imperfect CSI Journal Article

In: IEEE Communications Letters, vol. 21, no. 12, pp. 2594–2597, 2017.

BibTeX

@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}

}

0000

Que, Ngo T.; Phan, Anh D.; Tran, Truyen; Huy, Pham T.; Trang, Mai X.; Luong, Thien V.

Machine learning-integrated modeling of thermal properties and relaxation dynamics in metallic glasses Journal Article

In: Materials Today Communications, vol. 45, 0000, ISSN: 2352-4928.

Links | BibTeX

@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}

}

doi:10.1016/j.mtcomm.2025.112287

Tuan, Cuong Vuong; Xuan, Trang Mai; Nguyen, Tien-Cuong; Ngo, Vu-Duc; Luong, Thien Van

A training-free mixture-of-agents framework for multi-document summarization using LLMs and knowledge graphs Journal Article

In: Neural Comput & Applic, vol. 38, no. 13, 0000, ISSN: 1433-3058.

Links | BibTeX

@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}

}

doi:10.1007/s00521-026-12249-y

Luong, Thien Van; Pham, Van-Cuong; Le, Thi Thanh Huyen; Tran, Xuan-Nam

Robust intrusion detection for unmanned aerial vehicles: a PCA-based feature extraction and ensemble learning approach Journal Article

In: Cluster Comput, vol. 28, no. 5, 0000, ISSN: 1573-7543.

Links | BibTeX

@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}

}

doi:10.1007/s10586-025-05461-3

Gian, Toan; Pham, Ngoc-Hung; Pham, Van-Cuong; Nguyen, Tien-Hoa; Nguyen, Trung Tan; Luong, Thien Van

Deep learning detector for downlink IM-NOMA Journal Article

In: Wireless Netw, vol. 31, no. 6, pp. 4135–4146, 0000, ISSN: 1572-8196.

Links | BibTeX

@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}

}

doi:10.1007/s11276-025-03985-5

Luong, Thien Van; Pham, Van-Cuong

Deep learning for noncoherent OTFS modulation Journal Article

In: Telecommun Syst, vol. 88, no. 2, 0000, ISSN: 1572-9451.

Links | BibTeX

@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}

}

doi:10.1007/s11235-025-01312-z

Vu, Tam; Thai, Hong Nam; Pham, Viet Ngoc; Vu, Huy Tuan; Luong, Anh Tuan; Luong, Thien Van

Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision Journal Article

In: Int. J. ITS Res., vol. 23, no. 1, pp. 146–164, 0000, ISSN: 1868-8659.

Links | BibTeX

@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}

}

doi:10.1007/s13177-024-00442-z

Hội nghị:

2026

Huu, Tuong Tu; Ha, Viet Khanh; Tran, Tien Dat; Vu, Huan; Luong, Thien Van; Nguyen, Tien Cuong; Nguyen, Thi Thu Trang

Mispronunciation Detection and Diagnosis Without Model Training: A Retrieval-Based Approach Conference

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, 2026.

BibTeX

@conference{Huu2026ICASSP,

title = {Mispronunciation Detection and Diagnosis Without Model Training: A Retrieval-Based Approach},

author = {Tuong Tu Huu and Viet Khanh Ha and Tien Dat Tran and Huan Vu and Thien Van Luong and Tien Cuong Nguyen and Thi Thu Trang Nguyen},

year  = {2026},

date = {2026-01-01},

booktitle = {ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Tuong, T. H.; Viet, K. H.; Tien, D. T.; Vu, H.; Luong, T. V.; Tien, C. N.; Trang, T. N. T.

Mispronunciation detection and diagnosis without model training: A retrieval-based approach Conference

Proc. IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP), 2026.

BibTeX

@conference{Tuong2026ICASSP,

title = {Mispronunciation detection and diagnosis without model training: A retrieval-based approach},

author = {T. H. Tuong and K. H. Viet and D. T. Tien and H. Vu and T. V. Luong and C. N. Tien and T. N. T. Trang},

year  = {2026},

date = {2026-01-01},

urldate = {2026-01-01},

booktitle = {Proc. IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2025

Duong, Viet Hung; Truong, Van Duy; Dinh, Duy Khanh; Vu, Huan; Luong, Thien Van; Nguyen, Tien Cuong

Augmentation, Distillation and Optimization: A Practical Pipeline for Fisheye Object Detection on Edge Devices Conference

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025.

BibTeX

@conference{Duong2025ICCV,

title = {Augmentation, Distillation and Optimization: A Practical Pipeline for Fisheye Object Detection on Edge Devices},

author = {Viet Hung Duong and Van Duy Truong and Duy Khanh Dinh and Huan Vu and Thien Van Luong and Tien Cuong Nguyen},

year  = {2025},

date = {2025-01-01},

booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Duong, V. H.; Truong, V. D.; Dinh, D. K.; Vu, H.; Luong, T. V.; Nguyen, T. C.

Augmentation, distillation and optimization: A practical pipeline for fisheye object detection on edge devices Conference

Proc. IEEE/CVF Int. Conf. Computer Vision (ICCV) Workshops – AI City, 2025.

BibTeX

@conference{Duong2025CVPR,

title = {Augmentation, distillation and optimization: A practical pipeline for fisheye object detection on edge devices},

author = {V. H. Duong and V. D. Truong and D. K. Dinh and H. Vu and T. V. Luong and T. C. Nguyen},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

booktitle = {Proc. IEEE/CVF Int. Conf. Computer Vision (ICCV) Workshops – AI City},

pages = {5261–5269},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2024

Vuong, T. -C.; Nguyen, C. C.; Pham, V. -C.; Le, T. -T. H.; Tran, X. -N.; Luong, T. V.

Effective intrusion detection for UAV communications using autoencoder-based feature extraction and machine learning approach Conference

Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA), 2024.

BibTeX

@conference{Vuong2024NOLTA,

title = {Effective intrusion detection for UAV communications using autoencoder-based feature extraction and machine learning approach},

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

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Hung, N. Q.; Hung, M. P. Q.; Giang, D. P.; Hanh, N. T. H.; Vu, H.; Nguyen, T. C.; Luong, T. V.

NEU-ESC: A comprehensive Vietnamese dataset for educational sentiment analysis and topic classification Conference

Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA), 2024.

BibTeX

@conference{Hung2024NOLTA,

title = {NEU-ESC: A comprehensive Vietnamese dataset for educational sentiment analysis and topic classification},

author = {N. Q. Hung and M. P. Q. Hung and D. P. Giang and N. T. H. Hanh and H. Vu and T. C. Nguyen and T. V. Luong},

year  = {2024},

date = {2024-01-01},

booktitle = {Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Vuong, T. -C.; Trang, M. X.; Luong, T. V.

BERT-VBD: Vietnamese Multi-Document Summarization Framework Conference

Proc. Int. Symp. Information Technology in Applications (CITA), 2024.

BibTeX

@conference{Vuong2024CITA,

title = {BERT-VBD: Vietnamese Multi-Document Summarization Framework},

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

year  = {2024},

date = {2024-01-01},

booktitle = {Proc. Int. Symp. Information Technology in Applications (CITA)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Gian, T. D.; Lai, T. D.; Luong, T. V.; Wong, K. -S.; Nguyen, V. -D.

HPE-Li: WiFi-enabled lightweight dual selective kernel convolution for human pose estimation Conference

Proc. European Conf. Computer Vision (ECCV), 2024.

BibTeX

@conference{Gian2024ECCV,

title = {HPE-Li: WiFi-enabled lightweight dual selective kernel convolution for human pose estimation},

author = {T. D. Gian and T. D. Lai and T. V. Luong and K. -S. Wong and V. -D. Nguyen},

year  = {2024},

date = {2024-01-01},

booktitle = {Proc. European Conf. Computer Vision (ECCV)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Luong, T. V.; Nguyen, H. S. P.; Dinh, D. K.; Duong, V. H.; Vo, D. H. S.; Vu, H.; Hoang, M. T.; Nguyen, T. C.

Motorcyclist helmet violation detection framework by leveraging robust ensemble and augmentation methods Conference

Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024.

BibTeX

@conference{Luong2024CVPRW,

title = {Motorcyclist helmet violation detection framework by leveraging robust ensemble and augmentation methods},

author = {T. V. Luong and H. S. P. Nguyen and D. K. Dinh and V. H. Duong and D. H. S. Vo and H. Vu and M. T. Hoang and T. C. Nguyen},

year  = {2024},

date = {2024-01-01},

booktitle = {Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Duong, V. H.; Nguyen, D. Q.; Luong, T. V.; Vu, H.; Nguyen, T. C.

Robust data augmentation and ensemble method for object detection in fisheye camera images Conference

Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024.

BibTeX

@conference{Duong2024CVPRW,

title = {Robust data augmentation and ensemble method for object detection in fisheye camera images},

author = {V. H. Duong and D. Q. Nguyen and T. V. Luong and H. Vu and T. C. Nguyen},

year  = {2024},

date = {2024-01-01},

booktitle = {Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2023

Thanh, H. L. T.; Tran, X. -N.; Luong, T. V.; Hoang, T. M.

Rate-Splitting Multiple Access for Control and Command of Multi-UAV Communication with Finite Blocklength Conference

Proc. Int. Conf. on Control, Automation and Intelligent Systems (ICCAIS), 2023.

BibTeX

@conference{Thanh2023ICCAIS,

title = {Rate-Splitting Multiple Access for Control and Command of Multi-UAV Communication with Finite Blocklength},

author = {H. L. T. Thanh and X. -N. Tran and T. V. Luong and T. M. Hoang},

year  = {2023},

date = {2023-12-01},

booktitle = {Proc. Int. Conf. on Control, Automation and Intelligent Systems (ICCAIS)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Nguyen, V. -H.; Luu, G. T.; Luong, T. V.; Trang, M. X.; Ravier, P.; Buttelli, O.

After-Fatigue Condition: A Novel Analysis Based on Surface EMG Signals Conference

Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2023.

BibTeX

@conference{Nguyen2023APSIPA,

title = {After-Fatigue Condition: A Novel Analysis Based on Surface EMG Signals},

author = {V. -H. Nguyen and G. T. Luu and T. V. Luong and M. X. Trang and P. Ravier and O. Buttelli},

year  = {2023},

date = {2023-11-01},

booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Gian, T.; Nguyen, T. -H.; Nguyen, T. -H.; Pham, V. -C.; Luong, T. V.

Transformer-Based Deep Learning Detector for Dual-Mode Index Modulation 3D-OFDM Conference

Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2023.

BibTeX

@conference{Gian2023APSIPA,

title = {Transformer-Based Deep Learning Detector for Dual-Mode Index Modulation 3D-OFDM},

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

year  = {2023},

date = {2023-11-01},

booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Tran, A. T.; Le, A. S.; Ho, X. N.; Luong, T. V.; Ly, H. H.

A two-stage model for 3D object recognition and classification in autonomous vehicles: Camera and Lidar fusion method Conference

Proc. 10th Int. Conf. on Mechanics, Automation and Control Engineering (CMAME), Da Nang, Vietnam, 2023.

BibTeX

@conference{Tran2023CMAME,

title = {A two-stage model for 3D object recognition and classification in autonomous vehicles: Camera and Lidar fusion method},

author = {A. T. Tran and A. S. Le and X. N. Ho and T. V. Luong and H. H. Ly},

year  = {2023},

date = {2023-01-01},

booktitle = {Proc. 10th Int. Conf. on Mechanics, Automation and Control Engineering (CMAME)},

pages = {433–441},

address = {Da Nang, Vietnam},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2022

Gian, T.; Ngo, V. -D.; Nguyen, T. -H.; Nguyen, T. T.; Luong, T. V.

Deep Neural Network-Based Detector for Single-Carrier Index Modulation NOMA Conference

Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), Chiang Mai, Thailand, 2022.

BibTeX

@conference{Gian2022APSIPA,

title = {Deep Neural Network-Based Detector for Single-Carrier Index Modulation NOMA},

author = {T. Gian and V. -D. Ngo and T. -H. Nguyen and T. T. Nguyen and T. V. Luong},

year  = {2022},

date = {2022-11-01},

booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},

address = {Chiang Mai, Thailand},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Hoang, D. -Y.; Nguyen, T. -H.; Ngo, V. -D.; Nguyen, T. T.; Luong, N. C.; Luong, T. V.

Deep Learning-Based Signal Detection for Dual-Mode Index Modulation 3D-OFDM Conference

Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), Chiang Mai, Thailand, 2022.

BibTeX

@conference{Hoang2022APSIPA,

title = {Deep Learning-Based Signal Detection for Dual-Mode Index Modulation 3D-OFDM},

author = {D. -Y. Hoang and T. -H. Nguyen and V. -D. Ngo and T. T. Nguyen and N. C. Luong and T. V. Luong},

year  = {2022},

date = {2022-11-01},

booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},

address = {Chiang Mai, Thailand},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Vuong, T. -C.; Tran, H.; Trang, M. X.; Ngo, V. -D.; Luong, T. V.

A Comparison of Feature Selection and Feature Extraction in Network Intrusion Detection Systems Conference

Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), Chiang Mai, Thailand, 2022.

BibTeX

@conference{Vuong2022APSIPA,

title = {A Comparison of Feature Selection and Feature Extraction in Network Intrusion Detection Systems},

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

year  = {2022},

date = {2022-11-01},

booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},

address = {Chiang Mai, Thailand},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2018

Luong, T. V.; Ko, Y.; Ngo, V. D.; Le, M. T.; Le, H. T.; Tran, X. N.

Enhanced Spread Spectrum OFDM-IM with Rotated Zadoff-Chu Sequences Conference

Proc. 5th IEEE International Conference on Network, Information and Communication Security (NICS), 2018.

BibTeX

@conference{Luong2018NICS,

title = {Enhanced Spread Spectrum OFDM-IM with Rotated Zadoff-Chu Sequences},

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

year  = {2018},

date = {2018-11-01},

booktitle = {Proc. 5th IEEE International Conference on Network, Information and Communication Security (NICS)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Luong, T. V.; Ko, Y.

Impact of Opportunistic Transmission on MCIK-OFDM: Diversity and Coding Gains Conference

Proc. 4th EAI International Conference on IoT Convergence (InISCOM), Da Nang, Vietnam, 2018.

BibTeX

@conference{Luong2018INISCOM,

title = {Impact of Opportunistic Transmission on MCIK-OFDM: Diversity and Coding Gains},

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

year  = {2018},

date = {2018-08-01},

booktitle = {Proc. 4th EAI International Conference on IoT Convergence (InISCOM)},

address = {Da Nang, Vietnam},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Luong, T. V.; Ko, Y.

Precoding for Spread OFDM-IM Conference

Proc. IEEE Vehicular Technology Conference (VTC) Spring, 2018.

BibTeX

@conference{Luong2018VTC,

title = {Precoding for Spread OFDM-IM},

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

year  = {2018},

date = {2018-06-01},

booktitle = {Proc. IEEE Vehicular Technology Conference (VTC) Spring},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2017

Luong, T. V.; Ko, Y.

A closed-form symbol error probability for MCIK-OFDM with frequency diversity Conference

Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (SPAWC), 2017.

BibTeX

@conference{Luong2017SPAWC,

title = {A closed-form symbol error probability for MCIK-OFDM with frequency diversity},

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

year  = {2017},

date = {2017-07-01},

booktitle = {Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (SPAWC)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Luong, T. V.; Ko, Y.

Symbol error outage performance analysis of MCIK-OFDM over complex TWDP fading Conference

Proc. European Wireless Conference, 2017.

BibTeX

@conference{Luong2017EurWireless,

title = {Symbol error outage performance analysis of MCIK-OFDM over complex TWDP fading},

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

year  = {2017},

date = {2017-05-01},

booktitle = {Proc. European Wireless Conference},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

2015

Luong, T. V.; Le, M. T.; Nguyen, D.; Tran, X. N.; Ngo, V. D.

New Upper Bound for High-rate Spatial Modulation using QAM Modulation Conference

Proc. IEEE Asia-Pacific Conference on Communications (APCC), 2015.

BibTeX

@conference{Luong2015ATC,

title = {New Upper Bound for High-rate Spatial Modulation using QAM Modulation},

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

year  = {2015},

date = {2015-10-01},

booktitle = {Proc. IEEE Asia-Pacific Conference on Communications (APCC)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Luong, T. V.; Le, M. T.; Mai, H. A.; Tran, X. N.; Ngo, V. D.

New Upper Bound for Space-Time Block Coded Spatial Modulation Conference

Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2015.

BibTeX

@conference{Luong2015PIMRC,

title = {New Upper Bound for Space-Time Block Coded Spatial Modulation},

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

year  = {2015},

date = {2015-09-01},

booktitle = {Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

CÁC ĐỀ TÀI, DỰ ÁN ĐÃ THỰC HIỆN

[1] Xây dựng hệ thống phát hiện xâm nhập mạng (IDS) thông minh dựa trên mô hình ngôn ngữ lớn (LLM) và kiến trúc AI đa tác tử, Quỹ Nafosted, Bộ KHCN, 2025-Nay

[2] Tối ưu hiệu suất cho truyền thông trường gần sử dụng STAR-RIS quy mô cực lớn, Quỹ Nafosted, Bộ KHCN, 2024-Nay

[3] Văn hóa tổ chức và hiệu quả hoạt động trong hệ thống doanh nghiệp và ngân hàng: Bằng chứng thực nghiệm từ phân tích quốc tế và Việt Nam, ứng dụng phân tích văn bản và học máy, Quỹ Nafosted, Bộ KHCN, 2024-Nay

[4] Phát triển lý thuyết và trí tuệ nhân tạo trong nghiên cứu động học phân tử của polymer composites và vật liệu vô định hình, Quỹ Nafosted, Bộ KHCN, 2023-Nay

[5] Tối đa hóa hiệu suất cho các hệ thống tích hợp cảm biến (radar) và truyền thông không dây (ISAC) quy mô lớn Quỹ Nafosted, Bộ KHCN, 2023-Nay

[6] Truyền thông UAV-to-X cho các hệ thống vô tuyến tương lai Quỹ Nafosted, Bộ KHCN, 2021-2025

[7] ClinLM: Ứng dụng mô hình ngôn ngữ lớn LLM hỗ trợ bác sĩ ra quyết định điều trị, Trung ương Đoàn, Nhãn hàng Number One, 2025-Nay

[8] Ứng dụng mô hình ngôn ngữ lớn LLM phát hiện xâm nhập mạng, Đại học Kinh tế Quốc dân, 2025-Nay

[9] Giải pháp phân tích dữ liệu y tế về hệ miễn dịch người Việt (DAVIS), Đại học VinUni và Bệnh viện VinMec, 2022-2023

[10] Giải pháp trí tuệ nhân tạo phát hiện bất thường trong tín hiệu chuỗi thời gian (ADT), Tập đoàn Viễn thông Mobifone, 2021-2022

GIẢNG DẠY

Nhập môn Khoa học dữ liệu
Học máy
Mạng nơ-ron học sâu
Kiến trúc máy tính
Xử lý ngôn ngữ tự nhiên
Thị giác máy tính
Học tăng cường và ứng dụng
Hệ khuyến nghị

HOẠT ĐỘNG TƯ VẤN, ĐÀO TẠO DOANH NGHIỆP

[1] Chuyên gia tư vấn – Tập đoàn Bưu chính Viễn thông, 2023-2025

[2] Ứng dụng Trí tuệ nhân tạo trong ngành Bảo hiểm – Công ty Bảo hiểm HD Insurance, 2025

[3] Ứng dụng Trí tuệ nhân tạo trong doanh nghiệp – Công ty Cổ phần Bình Phát, 2025

[4] Ứng dụng Trí tuệ nhân tạo trong doanh nghiệp – Công ty mía đường Lam Sơn (Lasuco), 2025

[5] Ứng dụng của Trí tuệ nhân tạo trong Y tế thông minh – Bệnh viện Bưu điện TP HCM, 2025

[6] Ứng dụng của Trí tuệ nhân tạo trong Giáo dục đại học – Đại học Kinh tế Quốc dân, 2025

[7] Ứng dụng của Học máy trong tối ưu và vận hành mạng viễn thông – Trung tâm NOC, Tập đoàn Mobifone, 2024

[8] Ứng dụng của Trí tuệ nhân tạo trong Công nghiệp Điện lực – Công ty Thủy điện Sesan, Tập đoàn Điện lực EVN, 2024

[9] Ứng dụng củaTrí tuệ nhân tạo trong kinh doanh dịch vụ viễn thông – VNPT-Vinaphone, Tập đoàn VNPT, 2024

[10] Ứng dụng của học sâu nâng cao và ứng dụng trong viễn thông – VNPT-Media, Tập đoàn VNPT, 2024

BÁO CHÍ ĐƯA TIN

https://vnexpress.net/10-tai-nang-khoa-hoc-tre-nhan-giai-qua-cau-vang-2022-4541102.html
https://tienphong.vn/nhan-hoc-bong-tien-si-o-anh-chang-trai-9x-ve-nuoc-day-hoc-nghi-ve-nghien-cuu-ca-luc-an-va-ngu-post1487953.tpo
https://vtv.vn/video/cong-nghe-kien-tao-2022-so-27-605813.htm
https://vnexpress.net/tu-cau-be-chan-bo-den-chu-nhan-giai-thuong-qua-cau-vang-4538599.html

ĐỐI TÁC NGHIÊN CỨU

Prof. Mai Thai Son, Queen’s University Belfast, UK
Prof. Lajos Hanzo, University of Southampton, UK
Prof. Duy N. H. Nguyen, San Diego State University, USA
TS. Ngô Vũ Đức, Mobifone High Tech Center, Việt Nam
TS. Mai Xuân Tráng, ĐH Phenikaa, Việt Nam
TS. Phạm Huy Hiệu, ĐH VinUni, Việt Nam
GS. TS. Trần Xuân Nam, Học viện Kỹ thuật Quân sự, Việt Nam
TS. Lê Minh Tuấn, Học viện Công nghệ Bưu chính Viễn thông, Việt Nam
TS. Vũ Minh Tâm, ĐH Xây dựng Hà Nội, Việt Nam

CÁC HOẠT ĐỘNG KHÁC

Phản biện cho các tạp chí hàng đầu:
- IEEE Transaction on Artificial Intelligence
- IEEE Transaction on Wireless Communications
- IEEE Journal on Selected Areas in Communications
- IEEE Transaction on Vehicular Technology
- IEEE Transaction on Communications
- IEEE Transaction on Signal Processing
- IEEE Transactions on Artificial Intelligence
- IEEE Signal Processing Letters
- IEEE Wireless Communications Letters
- IEEE Communications Letters
Phản biện cho các hội nghị hàng đầu:
- CVPR, ICCV, ECCV, ACL, ICASSP, ICLR, AAAI, IJCAI
- VTCspring/fall, PIMRC, ICC, GLOBECOM Conferences

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Connect With Me:

P.1604, Toà A1, Đại học KTQD - 207 Giải Phóng, P. Bạch Mai, TP. Hà Nội

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