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 interests focus on GenAI in fashion and design, including post-training of 2D/3D generative models.

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.” — Sam Altman

\[\text{Creative} = (\text{Remix of Past} + \epsilon) \times (\textbf{Feedback} + \textbf{Iteration})\]

📝 Publications

• Under Review 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^*

• Under Review Aligning AI Capabilities with Pattern Design: An Intelligent Design Assistant based on Language Agents, Dengming Zhang^☨ ,Wenda Shi^☨ ,Yufan Xi ,Heyang Yi, Weitao You^* ,Nan Li ,Li Zhang ,Xin Yao ,Xiangdong Li, Lingyun Sun (☨Both authors contributed equally to this research.)
• Journal of DHU (Eng) Sales Forecasting of New Clothing Products Based on Hierarchical Multimodal Attention Network, Wenda Shi, Jingsong Du^*, Dichucheng Li

🖊️ 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 / Diffusers / ONNX / TensorRT / Docker
• Languages: Chinese (Native) / English (TOEFL)
• Certifications: Database Technology (NCRE Level 3); Database Engineer (NCRE Level 4)