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📚 Journal Papers

  1. Hsiu-Min Chuang; Hsiang-Chih He; Ming-Che Hu, "Chinese Financial News Analysis for Sentiment and Stock Prediction: A Comparative Framework with Language Models", 2025, Big Data and Cognitive Computing, vol.9, p.1-27.
  2. Hsiu-Min Chuang; Jhe-Kuan Lin, "SetFitQuad: A Few-Shot Framework for Aspect Sentiment Quad Prediction With Sampling Strategies", 2025, IEEE Access, vol.13, p.146204-146217.
  3. Yuan-Hao Lin; Chia-Hui Chang; Hsiu-Min Chuang, "Fine-Grained Meetup Events Extraction Through Context-Aware Event Argument Positioning and Recognition", 2024, International Journal of Computational Intelligence Systems, vol.17, p.1-16.
  4. Yuan-Hao Lin; Chia-Hui Chang; Hsiu-Min Chuang; Xiang-Shun Lin; Ting Yeh; Min-Jhao Hong, "Cost-Effective Event Mining on the Web via Event Source Page Discovery and Data API Construction", 2024, IEEE Access, vol.12, p.115981-115993.
  5. Hsiu-Min Chuang; Li-Jyun Ye, "Applying Transfer Learning Approaches for Intrusion Detection in Software-Defined Networking", 2023, Sustainability, vol.15, p.1-24.
  6. Yuan-Hao Lin; Chia-Hui Chang; Hsiu-Min Chuang, "EventGo! Mining Events through Semi-Supervised Event Title Recognition and Pattern-based Venue/Date Coupling", 2023, Journal of Information Science and Engineering, vol.39, p.657-672.
  7. Hsiu-Min Chuang; Fanpyn Liu; Chung-Hsien Tsai, "Early Detection of Abnormal Attacks in Software-Defined Networking Using Machine Learning Approaches", 2022, Symmetry, vol.14, p.1178-1205.
  8. Hsiu-Min Chuang; Ding-Wei Cheng, "Conversational AI over Military Scenarios Using Intent Detection and Response Generation", 2022, Applied Sciences, vol.12, p.2494-2517.
  9. Hsiu Min Chuang; Chia Hui Chang; Wang Chien Lee, "Detecting Outdated POI Relations via Web-derived Features", 2018, Transactions in GIS, vol.22, p.1238-1256.
  10. 蔡宗憲; 莊秀敏 , "人工智慧在國防科技運用之研究" , 2018 , 國防雜誌 , vol.33, p.89-108.
  11. H.-M. Chuang; C.-H. Chang; T.-Y. Kao; C.-T. Cheng; Y.-Y. Huang and K.-P. Cheong, "Enabling Maps/Location Searches on Mobile Devices: Constructing a POI Database via Focused Crawling and Information Extraction", 2016, International Journal of Geographical Information Science, vol.30, p.1405-1425.
  12. C.-H. Chang; H.-M. Chuang; C.-Y. Huang; Y.-S. Su, and S.-Y. Li, "Enhancing POI Search on Maps via Online Address Extraction and Associated Information Extraction", 2015, Applied Intelligence, vol.44, p.539-556.

📚 Conference Papers

  1. 劉宇庭;楊明豪;莊秀敏;徐玉姍, "利用集成式對抗式攻擊提升機器翻譯的攻擊轉移性之研究" , 2025 , 台灣網際網路研討會TANET 2025 , 2025/10/23~2022/10/25, 中華民國台灣.
  2. Zi-An Chen, Pei-Jiun Chen, Tzu-Hsuan Liu, Chih-Chang Yu, Hsiu-Min Chuang, "Chinese Pun Image Generator Using Large Language Model and Stable Diffusion Model", 2025, CVGIP 2025, 2025/8/24~2025/8/26, Taiwan (R.O.C.).
  3. 莊秀敏;蔡宗憲;宋偉國, "運用深度學習框架提升臺灣西部機場能見度預報之研究", 2025, 114年第三十九屆天氣分析與預報研討會, 2025/9/2~2022/9/5 , 中華民國 台灣.
  4. Yu-Ting Chang; Hsiu-Min Chuang, "Applying Deep Learning for Sentiment Analysis: A Case Study of the 2023 President Election. IET International Conference on Engineering Technologies and Applications", 2024, IET International Conference on Engineering Technologies and Applications, 2024/10/25~2024/10/27, 中華民國,台灣.