| 狀態 | 專任副教授 |
|---|---|
| 姓名 | 黃惠藩 Hui-Fuang Ng |
| 電子郵件 | |
| 職稱 | 副教授 |
| 學歷 | 美國 明尼蘇達大學(University of Minnesota) 生物系統工程 博士 |
| 經歷 | 馬來西亞 拉曼大學 計算機科學系專任副教授 (Associate Professor, Dept. of Computer Science, FICT, University Tunku Abdul Rahman, UTAR), Malaysia 馬來西亞 拉曼大學 物聯網和大數據中心主任 (Chairperson, Research Centre for IoT and Big Data, UTAR), Malaysia 馬來西亞 拉曼大學 計算機科學系專任助理教授 Assistant Professor, Dept. of Computer Science, FICT, UTAR), Malaysia Software Engineer, PPT VISION Inc., USA |
| 專長 | 人工智慧及應用、生成式AI、電腦視覺、數位視訊分析 個人網頁及教師歷程網頁 |
| 研究室 | M648 |
| 學校分機 | 1906 |
| 在校時程表 | 在校時程表 |
| 年度 | 論文名稱 |
|---|---|
| 2025 | 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 |
| 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 |
| 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 |
| 2024 | 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 |
| 2023 | 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 2022 | 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 |
| 2021 | 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 |
| 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 |
| 2020 | 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 |
| 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 |
| 發表日期 | 論文名稱 |
|---|---|
| 2026.01 | 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 |
| 2025.08 | 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 |
| 2025.01 | 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 |
| 2024.06 | 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 |
