Hi there👋 I’m Wenda Shi, PhD student at AiDLab (PolyU) under the supervision of Prof. Calvin Wong and Dr. Xingxing Zou
Recently, I’m fortunate to work closely with Yiren and Dr. Liu. My research interset is about GenAI in fashion and design, inlcuding post-training of foundation 2D/3D generative models and visual agents.
Please feel free to reach out if you’d like to discuss, collaborate, or say hello. 😊
everything ‘creative’ is a remix of things that happened in the past, plus epsilon and times the quality of the feedback loop and the number of iterations. people think they should maximize epsilon but the trick is to maximize the other two. by Sam Altman
\[\text{Creative} = (\text{Remix of Past} + \epsilon) \times (\textbf{Feedback} + \textbf{Iteration})\]
📝 Publications
WordCon: Word-level Typography Control in Scene Text Rendering, Wenda Shi, Yiren Song, Zihan Rao, Dengming Zhang, Jiaming Liu, Xingxing Zou*
FonTS: Text Rendering with Typography and Style Controls, Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou*
Generative AI in Fashion: Overview, Wenda Shi, Waikeung Wong, Xingxing Zou*
🖊️ Technical Blog
- Chinese Blog: CSDN (420k+views, 15k+followers)
🧐 Academic Service
- Reviewer of CHI 2026
🎖 Honors
- National Scholarship (Top 1%)
🔧 Skills
- Programming language and tools: Python/ PyTorch / Diffusors / ONNX / TensorRT / Docker
- Languages: Chinese (Native) / English (TOEFL)
- Certifications: Database Technology (NCRE Level 3); Database Engineer (NCRE Level 4)