Research
Research Interests
Research Projects
- Principal investigator, 資料財產化經濟利益保護之研究──以財產權及智慧財產權為範疇 (Propertization of Data: Aspects of Property and Intellectual Property),National Science and Technology Council Research Project, August 2024 ~ July 2026
- Principal investigator, 原創性作為著作保護要件及侵權判斷之研究 (Research on Originality as a Requirement for Copyrightability and Infringement Analysis),National Science and Technology Council Research Project, April 2023 ~ March 2024
- Co-principal investigator (with Professor Amy J. C. Trappey, Professor Charles V. Trappey, and Assistant Professor Scottie Huang), Advanced Product Design and Trademark Protection Key Issues and Deep Learning Model Applications – Case of Intelligent Drone Vision System R&D , NTHU Interdisciplinary Research Project, January 2023 ~ December 2024
- Co-principal investigator (with Distinguished Professor of Law Shin-yi Peng), 元宇宙之法律與治理: 以數位孿生新興問題為核心 (Law and Governance in the Metaverse: Emerging Challenges of the Digital Twins), NTHU Competitive Humanities and Social Sciences Research Project, January 2023 ~ December 2024
- Co-principal investigator (with Professor Amy J. C. Trappey, Professor Charles V. Trappey, and Assistant Professor Scottie Huang), Trademarked logo protection – Develop deep learning models and intelligent system, NTHU Interdisciplinary Research Project, January 2022 ~ December 2023
- Co-principal investigator (with Professor Amy J. C. Trappey, Professor Charles V. Trappey, and Assistant Professor Scottie Huang), Similarity analysis system for pictorial works and trademarks - Using IP legal knowledge engineering and deep learning techniques, NTHU Interdisciplinary Research Project, January 2020 ~ December 2021
- Co-principal investigator (with Professor Amy J. C. Trappey), Intelligent trademark litigation case analysis based on intellectual property laws, NTHU Competitive Humanities and Social Sciences Research Project, May 2019 ~ December 2019
- Principal investigator, 人工智慧與智慧財產權之保護及限制實證研究 (Artificial Intelligence and Intellectual Property Rights: An Empirical Assessment on Rights and Limitations), Ministry of Science and Technology Young Scholars Fellowship Program, November 2019 ~ January 2023
- Collaborative researcher (with Professor Von-Wun Soo), Exploring contracts by machine learning, sub-project of "Competition or Collaboration between Human Beings and AI?"", March 2018 ~ July 2021
- Principal investigator, 人工智慧「產出成品」之智慧財產權權利歸屬與潛在智慧財產權侵權議題研究 (Research on Ownership of Artificial Intelligence Generated Outputs and Potential Legal Risks for Research and Development of Artificial Intelligence), Ministry of Science and Technology Research Project, November 2018 ~ October 2019
Selected Publications
Books and Periodicals
- 李紀寬，論「創作之著作」保護要件：以涉及人工智慧之創作為例，臺北大學法學論叢，138期，頁73-162，2026年 [月旦] [法源]
- Amy J.C. Trappey, Shao-Chien Chou, Gi-Kuen J. Li*, Patent litigation mining using a large language model—Taking unmanned aerial vehicle development as the case domain, 80 World Patent Information (2025), https://doi.org/10.1016/j.wpi.2024.102332.
- 李紀寬，論原創性作為著作保護要件之緣起與演變，政大法學評論，179期，頁1-101，2024年 [月旦] [法源]
- 李紀寬，以智慧財產觀點淺談人工智慧之共益，收於：林文源、王道維、杜文苓、李建良編，公共化AI：技術、協作與展望的基礎設施，頁339-383，2024年 [月旦]
- Gi-Kuen J. Li, Charles V. Trappey, Amy J.C. Trappey, Annie A.S. Li, Ontology-based knowledge representation and semantic topic modeling for intelligent trademark legal precedent research, 68 World Patent Information (2022), https://doi.org/10.1016/j.wpi.2022.102098
- 謝銘洋、陳家駿、莊弘鈺、李紀寬，AI（人工智慧）判決，月旦裁判時報，86期，頁99，2019年8月 [月旦]
Patent
Von-Wun Soo, Gi-Kuen Jacob Li*, Andy Lin, Bao-Yu Hu, Hsueh-Min Lin, Shan-Yian Yang, Automatic Similarity Comparision and Interpretation Method of Contracts 契約書的自動相似度比對與解析方法 (2022)