郭士煒

助理教授

畢業於國立中興大學資訊工程博士班，研究專長包括自然語言處理 (NLP)、生成式人工智慧 (Generative AI)、持續學習 (Continual Learning)、網路安全 (Cybersecurity) 與社群媒體分析 (Social Media Analysis)。近年研究聚焦於多語言環境下的說服技巧辨識 (Persuasion Techniques Detection)、網路釣魚 (Phishing) 及網路霸凌偵測 (Cyberbullying Detection)，並積極導入解釋型人工智慧 (XAI) 技術以強化安全防護機制。 除研究之外，亦參與多項跨領域計畫，涵蓋智慧醫療 (Smart Healthcare) 與資安教育訓練，致力於推動人工智慧技術與實務應用的整合。教學方面，開授「計算機概論」、「資料科學」與「電子商務安全」等課程，課程設計兼顧理論基礎與實作實務，期望引導學生以問題為導向發掘創新解決方案。 未來研究方向著重於智慧資安與人工智慧的發展，特別關注大型語言模型 (LLM) 在安全領域的應用與挑戰。

課表時間 個人網站

學歷

  • 國立中興大學 資訊工程學系 博士
  • 靜宜大學 資訊管理學系 碩士

專長

  • 影像辨識與物件偵測
    Image Recognition and Object Detection
  • 生成式人工智慧
    Generative Artificial Intelligence, GAI
  • 自然語言處理
    Natural Language Processing, NLP
  • 網路安全
    Cybersecurity
  • 資訊安全
    Information Security
  • 智慧醫療應用
    Smart Healthcare Applications

校內經歷

  • 資訊工程學系 助理教授

校外經歷

  • 靜宜大學 資訊處校務資訊組 辦事員
  • 靜宜大學 資訊管理學系 講師

論文及參與計畫

  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/
最後更新時間：2025-8-31, 9:02 a.m. 下次更新時間：2025-9-1, 9 a.m.