Chih-Wei Huang, Ph.D. 黃志煒
Professor, Department of Communication Engineering, National Central University
Office: Room E1-310
Lab: Room E6-B530
Telephone: +886-3-422-7151 x35510
Address: No. 300, Zhongda Rd., Zhongli District, Taoyuan City 320317, Taiwan
Email: cwhuang@ce.ncu.edu.tw
Dr. Chih-Wei Huang is a Professor at National Central University, Taiwan, where he previously served as Director of the Interdisciplinary Program of Electrical Engineering and Computer Science. His research focuses on wireless networking, AI-native communication systems, and multimedia streaming, with notable contributions to cross layer resource allocation, intelligent network architectures, and mixed reality streaming technologies. He has received multiple distinctions including Best Paper Awards at IEEE ICC and the Future Tech Award from Taiwan’s National Science and Technology Council. He also serves as an Associate Editor of IEEE Wireless Communications Letters and as an Organizing Committee member of IEEE GLOBECOM. His academic work spans collaborations across Asia, Europe, and North America and has influenced emerging directions in AI-driven communication systems, including contributions to the 6G Flagship White Paper. Dr. Huang received his B.S. from National Taiwan University, his M.S. from Columbia University, and his Ph.D. from the University of Washington, all in Electrical Engineering.
Real-time interactive remote rendering platform for multiuser mixed reality (MR) * [In the News]
V2X radio resource management via multi-agent deep reinforcement learning *
Deep reinforcement learning-based resource management for AR/VR *
Digital twin architecture for optimization and validation in O-RAN smart base stations *
Machine learning and semantic approaches for key functions in SLAM *
Deep learning networks for mobile traffic forecasting and offloading
IoT/Fog network resource management
Spectrum-efficient multicast based on opportunistic concepts
LTE/WiMAX QoS packet scheduler design and implementation
Scalable video encoding provisioning for highly diverse replay conditions
I. Althamary, C.-F. Chou, and C.-W. Huang, “Connectivity Management in Satellite-Aided Vehicular Networks With Multi-Head Attention-Based State Estimation,” IEEE Wireless Communications Letters, vol. 15, pp. 840–844, 2026.
M.-H. Wu, H.-Y. Chen, T.-W. Yang, C.-C. Hsu, C.-W. Huang and C.-F. Chou, "Intelligent Reflecting Surface-Assisted Millimeter Wave Communications: Cross Attention-aided Variational Autoencoder-based Precoding Design," IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 6, pp. 3868--3881, 2025.
M.-H. Wu, H.-Y. Chen, T.-W. Yang, C.-C. Hsu, C.-W. Huang and C. -F. Chou, "Paths Optimization by Jointing Link Management and Channel Estimation Using Variational Autoencoder With Attention for IRS-MIMO Systems," IEEE Transactions on Machine Learning in Communications and Networking, vol. 3, pp. 381-394, 2025.
B.-S. Chen, Y.-K. Lin, J.-Y. Chen, C.-W. Huang, J.-L. Chern, and C.-C. Sun, "FracGM: A Fast Fractional Programming Technique for Geman-McClure Robust Estimator," IEEE Robotics and Automation Letters, vol. 9, no. 12, pp. 11666-11673, Dec. 2024. (also presented at ICRA'25)
Y.-C. Lin, Y.-C. Hsu, Y.-J. Chen, Y.-C. Chang, J.-Y. Fang, and C.-W. Huang, “Meta-Learning Traffic Pattern Adaptation for DRL-Based Radio Resource Management,” in IEEE International Conference on Communications Workshops (ICC WS), Denver, USA, June 2024.
C.-H. Chien, R. Boisguene, P.-C. Lin, W.-H. Kuo, D.-N. Yang, and Chih-Wei Huang, “Confidence-Aware 6DoF Mixed Reality Streaming under Error-Prone FoV Prediction,” in IEEE International Conference on Communications Workshops (ICC WS), Denver, USA, June 2024.
Y. Shi, W.-H. Kuo, C.-W. Huang, Y.-C. Chou, S.-H. Fang, and D.-N. Yang, “Cross-Layer Video Synthesizing and Antenna Allocation Scheme for Multi-View Video Provisioning under Massive MIMO Networks,” IEEE Transactions on Mobile Computing, vol. 23, no. 1, pp. 327–340, Jan. 2024.
H.-Y. Chen, M.-H. Wu, T.-W. Yang, C.-W. Huang, and C.-F. Chou, "Attention-Aided Autoencoder-Based Channel Prediction for Intelligent Reflecting Surface-Assisted Millimeter-Wave Communications," IEEE Transactions on Green Communications and Networking, vol. 7, no. 4, pp. 1906-1919, Dec. 2023.
H.-Y. Chen, M.-H. Wu, T.-W. Yang, J.-W. Liao, C.-W. Huang, and C.-F. Chou, "Intelligent Reflecting Surface Enhanced Wireless Communications With MultiHead-Attention Sparse Autoencoder-Based Channel Prediction," IEEE Communications Letters, vol. 27, no. 10, pp. 2757-2761, Oct. 2023.
C.-W. Huang, I. Althamary, Y.-C. Chou, H.-Y. Chen, and C.-F. Chou, "A DRL-Based Automated Algorithm Selection Framework for Cross-Layer QoS-Aware Scheduling and Antenna Allocation in Massive MIMO Systems," IEEE Access, vol. 11, pp. 13243-13256, 2023.
P.-Y. Chen, Y.-H. Zheng, I. Althamary, J.-L. Chern, and C.-W. Huang, “Multi-Agent Deep Reinforcement Learning for Spectrum Management in V2X with Social Roles,” in IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 2023.
H.-L. Zeng, Z.-T. Huang, and C.-W. Huang, “LARR: A Localization-Assisted Method to Conceal Latency-Induced Position Errors in MR Remote Rendering,” in IEEE International Conference on Communications Workshops (ICC WS), Rome, Italy, May 2023.
Y.-S. Feng, J.-Y. Chen, H.-C. Wang, C.-W. Huang, and J.-L. Chern, “Learning-Based Gaussian Belief Propagation for Bundle Adjustment in Visual SLAM,” in IEEE Global Communications Conference Workshops (GLOBECOM WS), Rio de Janeiro, Brazil, 2022, pp. 166–171.
C.-W. Huang and P.-C. Chen, “Joint demand forecasting and DQN-Based control for energy-aware mobile traffic offloading,” IEEE Access, vol. 8, pp. 66 588–66 597, 2020.
I. Althamary, J.-Y. Lin, and C.-W. Huang, “Spectrum Management with Congestion Avoidance for V2X Based on Multi-Agent Reinforcement Learning,” in IEEE Global Communications Conference Workshops (GLOBECOM WS), Taipei, Taiwan, Dec. 2020.
Y. Shi, W.-H. Kuo, C.-W. Huang, Y.-C. Chou, S.-H. Fang, and D.-N. Yang, “Cross-Layer Allocation Scheme for Multi-View Videos in Massive MIMO Networks,” in IEEE International Conference on Communications (ICC), Dublin, Ireland, Jun. 2020.
Y.-H. Chen, Y.-Y. Chen, M.-C. Chen, and C.-W. Huang, “3DVPS: A 3D point cloud-based visual positioning system,” in IEEE International Conference on Consumer Electronics (ICCE), Jan. 2020. (Best Regional Paper)
C.-W. Huang, S.-C. Tseng, P. Lin, and Y. Kawamoto, "Radio Resource Scheduling for Narrowband Internet of Things Systems: A Performance Study," in IEEE Network, vol. 33, no. 3, pp. 108-115, 2019.
S.-C. Tseng, Z.-W. Liu, Y.-C. Chou, and C.-W. Huang, “Radio Resource Scheduling for 5G NR via Deep Deterministic Policy Gradient,” in IEEE International Conference on Communications Workshops (ICC WS), Shanghai, China, May 2019, pp. 1–6.
S. Verma, Y. Kawamoto, H. Nishiyama, N. Kato, and C.-W. Huang, “Novel Group Paging Scheme for Improving Energy Efficiency of IoT Devices over LTE-A Pro Networks with QoS Considerations,” in IEEE International Conference on Communications (ICC), 2018. (Best Paper)
C.-W. Huang, C.-T. Chiang, and Q. Li, “A Study of Deep Learning Networks on Mobile Traffic Forecasting,” in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Montreal, Canada, Oct. 2017. [codes]
P. Polacek, C.-W. Huang, and J.-W. Chiang, “Unified Opportunistic Scheduling for Layered Multicast over Cognitive Radio Networks,” IEEE Transactions on Mobile Computing, vol. 15, no. 10, pp. 2627–2639, 2016.
K. Suto, H. Nishiyama, N. Kato, and C.-W. Huang, “An Energy-Efficient and Delay-Aware Wireless Computing System for Industrial Wireless Sensor Networks,” IEEE Access, vol. 3, pp. 1026–1035, 2015.
S.-C. Tseng, C.-W. Huang, T.-L. Lu, C.-T. Chiang, and W.-H. Wei, “A Field-tested QoS Scheduler for Diverse Traffic Flows over Mobile Networks,” in Wireless and Optical Communication Conference (WOCC), Taipei, Taiwan, Oct. 2015. (Best Paper)
R.-J. Wang, C.-W. Huang, and P.-C. Chang, “Adaptive Downsampling Video Coding with Spatially Scalable Rate-Distortion Modeling,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 11, pp. 1957 – 1968, Nov. 2014.
C.-W. Huang, S.-M. Huang, P.-H. Wu, S.-J. Lin, and J.-N. Hwang, “OLM: Opportunistic Layered Multicasting for Scalable IPTV over Mobile WiMAX,” IEEE Transactions on Mobile Computing, vol. 11, no. 3, pp. 453–463, Mar. 2012.
C.-W. Huang, M. Loiacono, J. Rosca, and J.-N. Hwang, “Airtime Fair Distributed Cross-Layer Congestion Control for Real-Time Video Over WLAN,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 8, pp. 1158–1168, Aug. 2009.
W. Hsu, S.-F. Chang, C.-W. Hunag, L. Kennedy, C.-Y. Lin, and G. Iyengar, "Discovery and Fusion of Salient Multi-modal Features towards News Story Segmentation," IS&T/SPIE Symposium on Electronic Imaging: Science and Technology, Jan. 2004.
Algorithms (演算法)
Introduction to digital system design (數位系統導論)
Creativity and entrepreneurship (創意與創業)
Communication network analysis (網路技術分析)
Multimedia communications (多媒體通訊)
Computer networks (網路概論)
Electronic Circuits (電路學)
Linear algebra (線性代數)
