I am currently a PhD student at The Hong Kong University of Science and Technology (Guangzhou), supervised by Professor Yutao Yue. I received my bachelor’s degree from Shandong University (Chongxin College).
My research focuses on generative models, including Text-to-Image (T2I), Text-to-Motion (T2M), Image Editing, and radio map generation, as well as explainable artificial intelligence (XAI).
If you are interested in academic discussion or potential collaboration, please feel free to contact me at chatoncws@gmail.com.
🔥 News
- 2026.01 One paper are accepted by ICLR 2026. Congratulations to Kaishen!
- 2026.01 Three paper are accepted by WWW TIME Workshop (Oral). Congratulations to the collaborators!
- 2025.07 Three paper are accepted by ACM MM BNI Track 2025 (Oral). Congratulations to the collaborators!
- 2025.07 Three paper are accepted by ACM MM 2025. Congratulations to the collaborators!
- 2025.06 One paper is accepted by Automation in Construction (Q1, IF 11.5). Congratulations to the collaborators!
- 2025.05 One paper of t2i is accepted by ICML 2025. Congratulations to the collaborators!
- 2024.10 I will join Hong Kong University of Science and Technology (Guangzhou) as a PhD student in Fall 2025, supervised by Associate Professor Yutao Yue.
- 2024.09 One paper of XAI is accepted by NeurIPS 2024. Congratulations to the collaborators!
- 2024.09 I join CUHK(shenzhen) as a RA supervised by Professor Zhizheng Wu.
- 2024.07 One paper of robustness of text-to-motion generation is accepted by ACM MM 2024. Congratulations to the collaborators!
- 2023.12: I am a remote intern supervised by Professor Di Wang.
- 2023.08: I am a remote intern supervised by Professor Chen Chen.
- 2023.06: I join Agibot as a reasearch intern.
📝 Publications
2025
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
Kaishen Yuan, Yuting Zhang, Shang Gao, Yijie Zhu, Wenshuo Chen, Yutao Yue
POLARIS: Projection-Orthogonal Least Squares for Robust and Adaptive Inversion in Diffusion Models
Wenshuo Chen, Haosen Li, Shaofeng Liang, Lei Wang, Haozhe Jia, Kaishen Yuan, Jieming Wu, Bowen Tian, Yutao Yue
ANT: Adaptive Neural Temporal-Aware Text-to-Motion Model
Wenshuo Chen#, Kuimou Yu#, Haozhe Jia#, Kaishen Yuan, Zexu Huang, Bowen Tian, Songning Lai, Hongru Xiao, Erhang Zhang, Lei Wang, Yutao Yue
Physics-Informed Representation Alignment for Sparse Radio-Map Reconstruction
Haozhe Jia#, Wenshuo Chen#, Zhihui Huang#, Hongru Xiao, Nanqian Jia, Keming Wu, Songning Lai, Yutao Yue
DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space
Mang Ning, Mingxiao Li, Jianlin Su, Jia Haozhe, Lanmiao Liu, Martin Benes, Wenshuo Chen, Albert Ali Salah, Itir Onal Ertugrul
Text2Weight: Bridging Natural Language and Neural Network Weight Spaces
Bowen Tian#, Wenshuo Chen#, Zexi Li, Songning Lai, Jiemin Wu, Yutao Yue
From Guesswork to Guarantee: Towards Faithful Multimedia Web Forecasting with TimeSieve
Songning Lai, Ninghui Feng, Jiechao Gao, Hao Wang, Haochen Sui, Xin Zou, Jiayu Yang, Wenshuo Chen, Lijie Hu, Hang Zhao, Xuming Hu, Yutao Yue
Automated detection of complex construction scenes using a lightweight transformer-based method
H Xiao, B Yang, Y Lu, W Chen, S Lai, B Gao
2024年
SATO: Stable Text-to-Motion Framework
Wenshuo Chen#, Hongru Xiao#, Erhang Zhang#, Lijie Hu, Lei Wang, Mengyuan Liu, Chen Chen
Towards Multi-dimensional Explanation Alignment for Medical Classification
Lijie Hu#, Songning Lai#, Wenshuo Chen#, Hongru Xiao, Hongbin Lin, Lu Yu, Jingfeng Zhang, and Di Wang
Preprints
Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss
Wenshuo Chen#, Haozhe Jia#, Songning Lai, Keming Wu, Hongru Xiao, Lijie Hu, Yutao Yue
🎖 Honors and Awards
- 2023.10 National first prize in CUMCM-2023 (Top 0.3%)
- 2023.12 National Award for Intelligent Car 5G Communication Outdoor Competition 2023 (Top 0.2%).
📖 Educations
- 2021.09 - 2025.06, Undergraduate Student, Shandong University, Qingdao.
💻 Internships
- 2024.09 I join CUHK(shenzhen) as a RA supervised by Professor Zhizheng Wu.
- 2023.12: I am a remote intern supervised by Professor Di Wang.
- 2023.08: I am a remote intern supervised by Professor Chen Chen.
- 2023.06: I join Agibot as a reasearch intern.