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Research Publications

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Every entry below is a published or accepted record. Titles, venues, and author lists are kept exact; award badges appear only where verified.

  • Data driven adaptive SVC control for 110 kV substations using machine learning and edge deployment validation

    Discover Electronics, 2026

    Nguyen Thanh Quang, Ngo Trung Kien

    DOI →
    APA citation

    Nguyen Thanh Quang, Ngo Trung Kien (2026). Data driven adaptive SVC control for 110 kV substations using machine learning and edge deployment validation. Discover Electronics.

  • Smart and Sustainable Agriculture: Offline Reinforcement Learning for Intelligent Handover in Hybrid VLC/RF Agricultural IoT Networks

    LNEE, 2026

    Ngo Trung Kien, Vuong Thi Nhung, Le Anh Ngoc

    DOI →
    APA citation

    Ngo Trung Kien, Vuong Thi Nhung, Le Anh Ngoc (2026). Smart and Sustainable Agriculture: Offline Reinforcement Learning for Intelligent Handover in Hybrid VLC/RF Agricultural IoT Networks. LNEE.

  • Multi-Agent Systems for Nontraditional Financial Security: Architecture, mechanisms, stress testing, and policy implications

    CITA 2026, 2026

    Trung Kien Ngo, Thu Huyen Hoang, Thanh Tung Trinh

    APA citation

    Trung Kien Ngo, Thu Huyen Hoang, Thanh Tung Trinh (2026). Multi-Agent Systems for Nontraditional Financial Security: Architecture, mechanisms, stress testing, and policy implications. CITA 2026.

  • Towards food sustainability and security: Crop-aware network optimization using multi-agent reinforcement learning in hybrid VLC/RF systems

    FutureTech 2026, 2026

    T. K. Ngo, N. V. Thi, P. A. Nguyen, and L. A. Ngoc

    APA citation

    T. K. Ngo, N. V. Thi, P. A. Nguyen, and L. A. Ngoc (2026). Towards food sustainability and security: Crop-aware network optimization using multi-agent reinforcement learning in hybrid VLC/RF systems. FutureTech 2026.

  • A Predictive Machine Learning Framework for Proactive Customer Satisfaction Management in Electricity

    LNEE, 2025

    Ngo Trung Kien, Le Quyen Luu

    APA citation

    Ngo Trung Kien, Le Quyen Luu (2025). A Predictive Machine Learning Framework for Proactive Customer Satisfaction Management in Electricity. LNEE.

  • Smart and Sustainable Agriculture: Offline Reinforcement Learning for Intelligent Handover in Hybrid VLC/RF Agricultural IoT Networks

    CSA 2025, 2025

    Kien Trung Ngo, Nhung Vuong Thi, and Le Anh Ngoc

    APA citation

    Kien Trung Ngo, Nhung Vuong Thi, and Le Anh Ngoc (2025). Smart and Sustainable Agriculture: Offline Reinforcement Learning for Intelligent Handover in Hybrid VLC/RF Agricultural IoT Networks. CSA 2025.

  • A Predictive Machine Learning Framework for Proactive Customer Satisfaction Management in Electricity Sector

    ICDTDE 2025, 2025

    Kien Trung Ngo and Le Quyen Luu

    APA citation

    Kien Trung Ngo and Le Quyen Luu (2025). A Predictive Machine Learning Framework for Proactive Customer Satisfaction Management in Electricity Sector. ICDTDE 2025.

  • AI-Enhanced VLC/RF Hybrid for Smart IoT: A Revolution

    ATC 2024, 2024

    Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello

    APA citation

    Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello (2024). AI-Enhanced VLC/RF Hybrid for Smart IoT: A Revolution. ATC 2024.

  • A Novel Intelligent Management System Architecture for Hybrid VLC/RF Systems in Smart Retail Environments

    ACM MobiCom 2023, 2023

    Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello

    APA citation

    Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello (2023). A Novel Intelligent Management System Architecture for Hybrid VLC/RF Systems in Smart Retail Environments. ACM MobiCom 2023.

    Best Poster Award and 3rd Place SRC

  • Seamless Handover in Hybrid VLC and WiFi Networks: An Experimental Model

    ICCCAS 2023, 2023

    Kien Trung Ngo, Fabrizio Giuliano, Stefano Mangione, Tim Farnham, and Ilenia Tinnirello

    APA citation

    Kien Trung Ngo, Fabrizio Giuliano, Stefano Mangione, Tim Farnham, and Ilenia Tinnirello (2023). Seamless Handover in Hybrid VLC and WiFi Networks: An Experimental Model. ICCCAS 2023.

    Best Presentation Award

  • VLC/WiFi Hybrid Architecture with Prioritized Feedback Channel

    FITCE 2022, 2022

    Kien Trung Ngo, Fabrizio Giuliano, Daniele Croce, Stefano Mangione, Ilenia Tinnirello, and Giovanni Garbo

    APA citation

    Kien Trung Ngo, Fabrizio Giuliano, Daniele Croce, Stefano Mangione, Ilenia Tinnirello, and Giovanni Garbo (2022). VLC/WiFi Hybrid Architecture with Prioritized Feedback Channel. FITCE 2022.

  • Leveraging EDCA for Feedback Channel in Hybrid VLC/WiFi Architecture

    MedComNet 2021, 2021

    Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello

    APA citation

    Kien Trung Ngo, Stefano Mangione, and Ilenia Tinnirello (2021). Leveraging EDCA for Feedback Channel in Hybrid VLC/WiFi Architecture. MedComNet 2021.

  • Distributed LSA Controller for Public Safety Communications

    IEEE ICCC 2018, 2018

    Kien Trung Ngo, Mika Hoppari, Jani Suomalainen, and Marko Höyhtyä

    APA citation

    Kien Trung Ngo, Mika Hoppari, Jani Suomalainen, and Marko Höyhtyä (2018). Distributed LSA Controller for Public Safety Communications. IEEE ICCC 2018.

    Best Presentation Award

  • Critical Communications over Mobile Networks: Use Cases for 5G with Spectrum Sharing, Network Slicing and QoS Control

    IEEE Access, 2018

    Marko Höyhtyä, Kalle Lähetkangas, Jani Suomalainen, Mika Hoppari, Kaisa Kujanpää, Kien Trung Ngo

    APA citation

    Marko Höyhtyä, Kalle Lähetkangas, Jani Suomalainen, Mika Hoppari, Kaisa Kujanpää, Kien Trung Ngo (2018). Critical Communications over Mobile Networks: Use Cases for 5G with Spectrum Sharing, Network Slicing and QoS Control. IEEE Access.

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