Hi there👋 I’m Wenda Shi, PhD student at AiDLab (PolyU) advised by Prof. Calvin Wong and Dr. Xingxing Zou

My research interests center on GenAI for fashion and design, spanning post-training of foundation 2D/3D generative models and visual agents. My lifelong aspiration is to build a lasting, influential, and self-sustaining fashion brand with agents in a post-AGI era. 🎯

Please feel free to reach out if you’d like to discuss, collaborate, or just 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

TCSVT

WordCon: Word-level Typography Control in Scene Text Rendering, Wenda Shi, Yiren Song, Zihan Rao, Dengming Zhang, Jiaming Liu, Xingxing Zou^*

ICCV 2025

FonTS: Text Rendering with Typography and Style Controls, Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou^*

ACM TIST

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)