I am currently a master’s student at Renmin University of China, where I am advised by Bing Su. I completed my B.E. degree in South China University of Technology. My research interests primarily lie in multimodal learning, with a focus on enhancing user alignment in generative models and improving image controllability in text-based conditions. Recently, I have concentrated on generative models (such as autoregressive models and diffusion models) and their applications, including aligning individual preferences and text-to-image generation. You can view my CV here.
I am always open for research discussions and collaborations :). Also, I am looking for a potential Ph.D. position enrolling in Fall 2025. Welcome to reach out to me if interested.
🔥 News
- 11/2024: 🎉 Recognized as a top reviewer at NeurIPS 2024.
- 10/2024: 🎉 One first-authored paper about image editing accepted to WACV 2025.
- 02/2024: 🎉 One first-authored paper about Text-to-Image generation accepted to CVPR 2024.
- 09/2022: 🎉 One co-authored paper accepted to NeurIPS 2022.
📝 Publications
Dynamic Prompt Optimizing for Text-to-Image Generation
Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su✉, Ji-Rong Wen, Qing Yang.
(CVPR 2024)
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing
Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su✉, Ji-Rong Wen.
(WACV 2025)
Adaptive Preference Learning for Personalized Image Generation with Vision-Language Understanding
Wenyi Mo, Tianyu Zhang, Yalong Bai, Jieqiong Liu, Bing Su✉, Biye Li, Ji-Rong Wen.
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Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt, Jiangmeng Li*, Wenyi Mo*, Wenwen Qiang, Bing Su✉, and Changwen Zheng. (*Joint First Authors) |
Arxiv 2024 -
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning, Jiangmeng Li*, Wenwen Qiang*, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su✉, and Hui Xiong. | (NeurIPS 2022, Spotlight)
👩🏫 Invited Talks
- 06/2024, Poster Presentation @ CVPR Seattle.
🎖 Honors and Awards
- 10/2024, Renmin University of China Scholarship.
- 12/2021, China National Encouragement Scholarship, (Top 3%).
- 12/2019, China National Scholarship, (Top 1%).
👩💻 Academic Services
- Reviewer: NeurIPS 2024, ICLR 2025, WACV 2025, AISTATS 2025.
📖 Educations
- 08/2022 - 06/2025 (Expected), Master, Department of Artificial Intelligence, Renmin University of China, Beijing.
- 08/2018 - 06/2022, Undergraduate, Department of Computer Science, South China University of Technology, Guangzhou.
💻 Internships
- 01/2024 - 03/2024, Bytedance AML, Shanghai, China.
- 09/2023 - 01/2024, Du Xiaoman Technology, Beijing, China.
- 01/2022 - 03/2022, Jingdong Exploration Research Institute, Beijing, China.