Scholar
Cailin Zhuang
Google Scholar ID: YuOegioAAAAJ
ShanghaiTech University, AIGC Research
Citations & Impact
Citations
7
H-index
2
i10-index
0
Publications
2
Co-authors
0
Publications
Resume (English only)
Research Experience
- Leading the AI4C Research Plan, using film-level animation as a starting point to explore AIGC applications in artistic creation and content production
- Research structured into three levels: General-tech (AI with Design Thinking), Application-tech (AI in Creative Workflow), and Fundamental Research (Interpretability of large models)
- General-tech level: Understanding human creative processes and developing multimodal perception and design element matching capabilities
- Application-tech level: Automating digital art asset production workflows (e.g., 3D modeling, in-between frame generation) and exploring diverse HCI paradigms
- Fundamental research: Investigating micro, meso, and macro interpretability of large generative models to improve deep learning algorithms
Co-authors