Ling Fan范凌

Research

Design AI Lab

Ling founded the Design Artificial Intelligence Lab at Tongji University in 2017 as the research home of this work. Its master's, doctoral and postdoctoral researchers study the computability of creativity, through creative reasoning, subjective world models and agentic creativity, with applications in design, innovation, education and human–AI collaboration. The Lab has produced more than 100 publications and secured more than US$5 million in research funding from the National Social Science Fund of China, the National Natural Science Foundation of China, the Ministry of Education, Shanghai municipal programs and industry partners including Alibaba, ByteDance and Aptar. Ling currently advises 8 doctoral students and about 15 master's students, and 15 master's students have graduated under his supervision; graduates lead AI product design and development at technology companies, or go on to research at universities and research institutions.

US$5M+Research funding
8Doctoral students, current
~15Master's students, current
15Master's graduates

Research funding

More than US$5 million in cumulative research funding. Representative projects:

2024–2027Research on the Evolution of Design Tools in the Era of Artificial Intelligence
National Social Science Fund of China
2024–2025Multimodal Digital Asset Management Based on High-Quality Industrial Corpora
Shanghai Industrial High-Quality Development Special Fund
2024New Design Capabilities: an AIGC Competence Development Platform for the Design Industry
Shanghai Cultural and Creative Industry Development Fund
2023Tezign's Multimodal Content Generation Algorithm
Xuhui District Large-Scale Model and Generative AI Initiative
2020–2023Trends in Art and Design Practices in the Context of Artificial Intelligence
Ministry of Education

Student advising · doctoral students

Listed by year of entry, with dissertation titles.

2024Ahmed Mudasir
Generative Ethnography: AI-Based Simulation of Social Dynamics for Small and Medium-Sized Enterprises in ASEAN Countries
2023Li Dan
A Quantitative Study of Tool Effects on Creativity in Design Practice
2022Xia Lei
Digital Embodiment in Human–AI Collaborative Design Processes
2022Chen Danyang
Multi-Agent Design Teams in Brand Marketing: Theory, Architecture, and Implementation
2021He Ziming
Layout and Style: Generative Systems for Spatial Design
2020Li Yufan
Subcultural Color: The Study and Construction of a Color Dataset
2019Yan Sida
Design as Data: Translating Design to Machine
2019Zhuo Jinggang
Intelligent Layout Systems: Development and Application
2018Gao Yifang
Crossing Creator Identities under the Diffusion of Generative AI: Mechanisms and Pathways
2017Gong Shuyu
DesignNet: The Construction and Study of a Graphic Design Dataset