About me
I’m now a second-year master student at Tsinghua University, co-supervised by Prof. Wenwu Zhu and Yansong Tang. I received my bachelor’s degree in Computer Science and Technology from Tsinghua University in 2022.
My research interests include disentangled representation learning, model compression, and text-to-image/video generation, etc. In the past year, I mainly focused on efficient diffusion models through various compression techniques such as model quantization. In the future, I will continue to work in the field of efficient diffusion models, and meanwhile explore diffusion-based applications.
🔥 News
- 2024.07: 🎉 A first-author paper is accepted by ECCV 2024
- 2024.06: 🎉 A survey paper is accepted by TPAMI
📝 Publications
⏱︎ Efficient DMs
Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models
Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Zewen Wu, Yansong Tang, Wenwu Zhu.
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search
Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Yansong Tang, Wenwu Zhu.
Disentangled representation learning
Disentangled representation learning
Xin Wang, Hong Chen, Siao Tang, Zihao Wu, Wenwu Zhu.
Others
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control
Hong Chen, Xin Wang, Yipeng Zhang, Yuwei Zhou, Zeyang Zhang, Siao Tang, Wenwu Zhu.
Commonsense Learning: An Indispensable Path towards Human-centric Multimedia
Bin Huang*, Siao Tang*, Guangyao Shen, Guohao Li, Xin Wang, Wenwu Zhu.
📖 Educations
- 2022.08 - 2025.06, Master, TBSI, Tsinghua University.
- 2018.08 - 2022.06, Undergraduate, Department of Computer Science and Technology, Tsinghua University.
💻 Internships
- 2021.08 - 2022.01, ByteDance (Applied Machine Learning Platform), Beijing.
- 2021.06 - 2021.08, Kuaishou (Y-tech), Beijing.
Honors and Awards
- 2024, Comprehensive Merit Scholarship (first prize of the college)