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

ECCV 2024
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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.

Arxiv
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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

TPAMI, 2024
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Disentangled representation learning
Xin Wang, Hong Chen, Siao Tang, Zihao Wu, Wenwu Zhu.

Others

Arxiv
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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.

ACM MM workshop
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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)