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黃惠藩 副教授

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期刊論文
Jin-Chuan See、黃惠藩(Hui-Fuang Ng)、Hung-Khoon Tan、Jing-Jing Chang、Wai-Kong Lee(Wai-Kong Lee)*, A Compact and Flexible FPGA Accelerator for Regular and Octave Convolutional Neural, Neural Computing and Applications, vol.37 pp.13497-13524, 2025
Chih-Yang Lin(Chih-Yang Lin)*、Chia-Yu Lin、Yu-Tso Liu、Yi-Wei Chen、黃惠藩(Hui-Fuang Ng)、Timothy K. Shih, TCN-MAML: A TCN-Based Model with Model-Agnostic Meta-Learning for Cross-Subject Human Activity Recognition, SENSORS, vol.25 no.13 pp.4216-, 2025
Wei-Pau Kiat、Wai Kong Lee(Wai Kong Lee)*、Hung-Khoon Tan、黃惠藩(Hui-Fuang Ng), Pipeline ShiftAddNet: An FPGA-Based CNN Implementation With Low Hardware Consumption Targeting Constrained Devices, INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, vol.53 no.9 pp.5538-5547, 2025
Chih-Yang Lin、Tun-Yu Huang、黃惠藩(Hui-Fuang Ng)*、Wei-Yang Lin、Isack Farady, Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models, IEEE Access, vol.12 pp.32772-32779, 2024
Kian-Yu Gan、Yu-Tong Cheng、Hung-Khoon Tan(Hung-Khoon Tan)*、黃惠藩(Hui-Fuang Ng)、Maylor Karhang Leung、Joon-Huang Chuah, Contrastive-Regularized U-Net for Video Anomaly Detection, IEEE Access, vol.11 pp.36658-36671, 2023
Isack Farady、Chia-Chen Kuo、黃惠藩(Hui-Fuang Ng)、Chih-Yang Lin(Chih-Yang Lin)*, Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection, SENSORS, vol.23 no.2 pp.988-137003, 2023
Chih-Yang Lin、Feng-Jie Chen、黃惠藩(Hui-Fuang Ng)*、Wei-Yang Lin, Invisible Adversarial Attacks on Deep Learning-Based Face Recognition Models, IEEE Access, vol.11 pp.51567-51577, 2023
Chih-Yang Lin、Han-Yi Huang、Wei-Yang Lin、黃惠藩(Hui-Fuang Ng)、Kahlil Muchtar(Kahlil Muchtar)*、Nadhila Nurdin, Moving Object Detection for Complex Scenes by Merging BG Modeling and Deep Learning Method, Journal of Artificial Intelligence and Soft Computing Research, vol.13 no.3 pp.151-163, 2023
Ting Zhang、Soung-Yue Liew(Soung-Yue Liew)*、黃惠藩(Hui-Fuang Ng)、Donghong Qin、How Chinh Lee、Huasheng Zhao、Deyi Wang, GraphAT Net: A Deep Learning Approach Combining TrajGRU and Graph Attention for Accurate Cumulonimbus Distribution Prediction, Atmosphere, vol.14 no.10 pp.1506-, 2023
Jin-Chuan See、黃惠藩(Hui-Fuang Ng)*、Hung-Khoon Tan、Jing-Jing Chang、Kai-Ming Mok、Wai-Kong Lee、Chih-Yang Lin, Cryptensor: A Resource-Shared Co-Processor to Accelerate Convolutional Neural Network and Polynomial Convolution, IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, vol.42 no.12 pp.4735-4748, 2023
黃惠藩(Hui-Fuang Ng)*、Yee-Fu Lian、Chih-Yang Lin、Hung-Khoon Tan, Object Detection with Few-Shot Learning and Data Augmentation, Lecture Notes in Electrical Engineering, vol.829 pp.1-6, 2022
Muhammad Tanveer、Hung-Khoon Tan(Hung-Khoon Tan)*、黃惠藩(Hui-Fuang Ng)、Maylor Karhang Leung、Joon-Huang Chuah, Regularization of Deep Neural Network With Batch Contrastive Loss, IEEE Access, vol.9 no.2 pp.124409-124418, 2021
Jin-Chuan See1、黃惠藩(Hui-Fuang Ng)*、Hung-Khoon Tan、Jing-Jing Chang、Wai-Kong Lee、Seong Oun Hwang, DoubleQExt: Hardware and Memory Efficient CNN Through Two Levels of Quantization, IEEE Access, vol.9 pp.169082-169091, 2021
Chih-Yang Lin、Yi-Cheng Chiu、黃惠藩(Hui-Fuang Ng)*、Timothy K. Shih、Kuan-Hung L, Global-and-Local Context Network for Semantic Segmentation of Street View Images, SENSORS, vol.20 no.10 pp.2907-, 2020
Chih-Yang Lin、Chia-Lin Wu、黃惠藩(Hui-Fuang Ng)*、Timothy K. Shih, An Interpretable Visual Attention Plug-in for Convolutions, IEEE Access, vol.8 pp.136992-137003, 2020

　

研討會論文
Muhammad Zimmad、Androw Ling Kian Quan、Fityanul Akhyar、黃惠藩(Hui-Fuang Ng)、Vikneswary a/p Jayapal、Faseeh Ullah、Atif Khan、Chih-Yang Lin, Towards Efficient Industrial Inspection: An Unsupervised Anomaly Detection Approach Based on ConvNeXt, V2 - International Conference on Innovations in Information & Communication Technologies (IICT 2026), Jan. 2026, Jamshoro, Pakistan
Shean-Shyong Chow、Hung-Khoon Tan、黃惠藩(Hui-Fuang Ng)、Wai-Kong Lee, COQ, DETR: Category-Aware Object Queries in Meta-DETR for Few-Shot Object Detection - 2025 IEEE 8th International Conference on Electrical, Control and Computer Engineering (InECCE), Aug. 2025, Kuantan, Malaysia
Chih-Yang Lin、Bing-Hua Lai、黃惠藩(Hui-Fuang Ng)、Wei-Yang Lin、Ming-Ching Chang, Robust Defense Against Adversarial Attacks with Defensive Preprocessing and Adversarial Training , 2025 IEEE International Conference on Consumer Electronics (ICCE 2025), Jan. 2025, Las Vegas, USA
Isack Farady、Chia-Chen Kuo、Sang Le、Chih-Wei Wang、黃惠藩(Hui-Fuang Ng)、Chih-Yang Lin、Ming-Jen Wang, Seismic Layer Segmentation Models with Channel Attention Block in Carbon Storage Study , EnvSys '24: 2nd Workshop on Advances in Environmental Sensing Systems for Smart Cities, Jun. 2024, Tokyo, Japan

　

　

　

　

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