Shih-Wei Guo

Shih-Wei Guo

Assistant Professor

Dr. Shih-Wei Guo received his Ph.D. in Computer Science from National Chung Hsing University. His research expertise includes Natural Language Processing (NLP), Generative AI, Continual Learning, Cybersecurity, and Social Media Analysis. In recent years, his work has focused on persuasion techniques detection in multilingual contexts, as well as phishing and cyberbullying, with a particular emphasis on applying Explainable AI (XAI) to enhance security defenses. In addition to research, he has participated in several interdisciplinary projects covering areas such as smart healthcare and cybersecurity education and training, with a focus on integrating artificial intelligence technologies into practical applications. In terms of teaching, he offers courses including “Computer Fundamentals,” “Data Science,” and “E-Commerce Security.” These courses are designed to balance theoretical foundations with hands-on practice, guiding students in exploring problem-driven approaches to innovative solutions. In the future, his research will focus on advancing intelligent cybersecurity and AI technologies, with a particular emphasis on the applications and challenges of Large Language Models (LLMs) in the security domain.

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Education：

  • National Chung Hsing University
  • Providence University

Research Interest：

  • Image Recognition and Object Detection
  • Generative Artificial Intelligence, GAI
  • Natural Language Processing, NLP
  • Cybersecurity
  • Information Security
  • Smart Healthcare Applications
  1. Shih-Wei Guo, Yao-Chung Fan*, "X-Phishing-Writer: A Framework for Cross-lingual Phishing E-mail Generation," ACM Transactions on Asian and Low-Resource Language Information Processing, https://doi.org/10.1145/3670402, 2024-06. (SCIE)
  2. Tsan-Ching Kang, Chia-Hsien Wen, Shih-Wei Guo, Wei-Yueh Chang, Chen-Lin Chang, "The implementation of an IoT-based exercise improvement system," The Journal of Supercomputing, https://doi.org/10.1007/s11227-019-02889-4, 2020-08. (SCIE)
  1. Shih-Wei Guo, Yao-Chung Fan*,"GAIN: Gradual Adaptation for Continual Learning in Low-resource Environments ," ACM on Web Conference 2025 (WWW '25), 991-995, 2025-04. ICC Sydney: International Convention & Exhibition Centre .
  2. Chen-Jui Yu, Wen Hung Lee, Lin Tse Ke, Shih-Wei Guo, Yao-Chung Fan*,"Automating true-false multiple-choice question generation and evaluation with retrieval-based accuracy differential ," Proceedings of the 17th International Natural Language Generation Conference (INLG '24), 198-212, 2024-09. AIST Waterfront Annex .
  3. Shih-Wei Guo, Che-Lun Hung*, Chun-Ying Wu, Ching-Hsien Hsu, Dariusz Mrozek,"Efficiently Using Deep Learning to Distinguish Early-Stage Hepatocellular Carcinoma (HCC) from non-HCC Based on Multi-Phase CT and Image Enhancement ," Proceedings of the 7th International Conference on Artificial Intelligence and Pattern Recognition (AIPR '24), 537-546, 2024-09. 華僑大學 .
  4. Shih-Wei Guo, Ya-Chun Wen, Jui-Ling Yu*, Yao-Chung Fan*,"JH-Ranker: Enhancing keigo recognition in Japanese sentences through multi-task learning ," International Joint Conference on Neural Networks (IJCNN '24), 1-8, 2024-06. Pacifico Yokohama Conference Center .
  5. Shih-Wei Guo, Yao-Chung Fan*,"NLPNCHU at semeval-2024 task 4: A comparison of mdhc strategy and in-domain pre-training for multilingual detection of persuasion techniques in memes ," Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), Association for Computational Linguistics, 1868–1875, 2024-06. Hilton Reforma Mexico City .
  6. Che-Lun Hung, Hsiao-Hsi Wang, Shih-Wei Guo, Yaw-Ling Lin, Kuan-Ching Li,"Efficient GPGPU-based parallel packet classification ," The 6th International Conference on Frontier of Computer Science and Technology (FCST '11), 1367-1374, 2011-11. 五華酒店 .
  1. 113/優等論文獎 /TSC 崇越科技/ 2024-11-09/
Last update：2025-8-28, 午夜 Next update：2025-8-28, 9 a.m.