Academic Staff
- HHB605
- +852 3400 3524
- lin.du@polyu.edu.hk
Biography
Lin Du is an Assistant Professor (Presidential Young Scholar) with a joint appointment in the Department of Chinese History and Culture (CHC) and the Division of Artificial Intelligence and the Humanities (AIH) at The Hong Kong Polytechnic University.
Her research connects visual history and artificial intelligence through the cultural archive: as evidence of how images circulate and acquire meaning, as a testbed for evaluating multimodal models, and as a foundation for new forms of narrative simulation and visual creation. Grounded in the visual and media histories of China and the interconnected worlds of East and Southeast Asia, she combines computer vision, archival research, and digital historical forensics to reconstruct relationships among images, texts, and metadata. Building on this work, she develops expert-verified benchmarks and evaluation methods for multimodal AI, examining visual evidence, provenance, text-image conflict, uncertainty, and culturally grounded reasoning. She further extends archival interpretation into generative and agentic AI through historically grounded narrative simulation, human–AI creativity, and animation. She welcomes collaborations on culturally grounded evaluation and benchmarking, multimodal reasoning, provenance-aware retrieval, agentic narrative systems, and AI-assisted visual storytelling.
Before joining PolyU, she was an Assistant Professor and, previously, a Postdoctoral Fellow, both jointly appointed in the Departments of Chinese Studies and Japanese Studies at the National University of Singapore. She received her Ph.D. in Asian Languages and Cultures and a Graduate Certificate in Digital Humanities from the University of California, Los Angeles. She also holds an M.A. in Regional Studies: East Asia from Harvard University and a B.A. in Chinese Language and Literature from Peking University. She is completing an M.S. in Data Science at The University of Texas at Austin.
Her research has been published in the ACM Journal on Computing and Cultural Heritage and the Journal of Chinese Cinemas, with additional work accepted by Asia Pacific Perspectives. Her research and digital heritage projects have received grants and awards from the ACLS, Singapore National Heritage Board, AI Singapore, and Nagoya University. In 2025, she led a team that won First Place in the Public Sector Track of the AI Singapore Pan-Southeast Asia AI Developer Challenge.
Education and Academic Qualifications
2025-2027
Master of Science in Data Science, The University of Texas at Austin Expected completion: 2027
2024
Ph.D. in Asian Languages and Cultures, University of California, Los Angeles
Graduate Certificate in Digital Humanities, University of California, Los Angeles
2016
Master of Arts in Regional Studies: East Asia, Harvard University Concentration in the art history of China and Japan
2011
Bachelor of Arts in Chinese Language and Literature, Peking University
2010
Visiting Student, School of Letters, NUPACE Program, Nagoya University
Professional Qualifications
Academic Appointments
- August 2026-Present
Assistant Professor (Presidential Young Scholar)
Joint appointment in the Department of Chinese History and Culture and the Division of Artificial Intelligence and the Humanities
The Hong Kong Polytechnic University
- July 2025-August 2026
Assistant Professor
Joint appointment in the Departments of Chinese Studies and Japanese Studies
National University of Singapore
- 2024-2025
Postdoctoral Fellow
Joint appointment in the Departments of Japanese Studies and Chinese Studies
National University of Singapore
Selected Museum Experience
- 2017
Curatorial Intern, Japan Society Gallery, New York
- 2016
Intern, International Program
The Museum of Modern Art, New York
Research Interests
Research Output
Du, Lin, Brandon Le, and Edouardo Honig. “Probing Historical Image Contexts: Enhancing Visual Archive Retrieval through Computer Vision.” ACM Journal on Computing and Cultural Heritage 16, no. 4 (2024): 84:1-84:17. DOI: 10.1145/3631129.
Du, Lin. “From Information to Metaphor: Tracking Photographic Editing in Chinese Wartime Magazines Through Digital Historical Forensics.” Journal of Chinese Cinemas (2025): 1-45. DOI: 10.1080/17508061.2025.2514410.
Du, Lin. “The Dubious Oscillation: Two Photo Albums by Kimura Ihei and the Aesthetic Problem of Wartime Photography in Japan.” Asia Pacific Perspectives. Forthcoming.