Hi, I’m Luping Liu (刘路平), a first-year PhD student in Computer Science at the University of Hong Kong, under the supervision of Prof. Dong Xu. I also collaborate closely with Yi Ren (Bytedance AI Lab), Chongxuan Li (Renmin University of China). Previously, I earned my Master’s degree in Computer Science from Zhejiang University, under the supervision of Prof. Zhou Zhao. Additionally, I hold a Bachelor’s degree in Mathematics from Chu Kochen Honors College at Zhejiang University, supervised by Prof. Feng Wang. Currently, my research focuses on the acceleration and application of diffusion models. My ultimate goal is to build general artificial intelligence to free people from repetitive and tedious work.

If you are interested in my work, please feel free to contact me via email at luping.liu@zju.edu.cn.

🔥 News

  • 2024.02: 🎉🎉 I win the HKU Presidential PhD Scholarship (HKUPS).
  • 2023.09: Our PTQD is accepted by NeurIPS 2023.
  • 2023.04: 🎉🎉 I get my first 100 citations on Google Scholar.
  • 2022.10: 🎉🎉 I win the 2022 national scholarship.
  • 2022.05: Our PNDM is used as the default acceleration sampling method for CompVis/stable-diffusion .
  • 2022.02: I release the official implementation for PNDM (ICLR 2022).

📝 Publications

ICLR 2022
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Pseudo Numerical Methods for Diffusion Models on Manifolds
Luping Liu, Yi Ren, Zhijie Lin, Zhou Zhao

Paper | Project

Preprint
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Detector Guidance for Multi-Object Text-to-Image Generation
Luping Liu, Zijian Zhang, Yi Ren, Rongjie Huang, Xiang Yin, Zhou Zhao

Paper | Project

  • This work integrates a detection-correction process on cross-attention maps to prevent the amalgamation of multi-object generation.

🎖️ Honors and Awards

  • 2022.10: National Scholarship (Top 1%).
  • 2024.02: HKU Presidential PhD Scholarship.

📖 Educations

  • 2021.09 - 2024.03: Master, Zhejiang University, Hangzhou. Supervised by Pro. Zhou Zhao.
  • 2017.09 - 2021.06: Undergraduate, Chu Kochen Honors College, Zhejiang Univeristy, Hangzhou. Supervised by Pro. Feng Wang.

💻 Internships

  • 2023.07 - 2024.02: Tencent TEG, Shenzhen. Hosted by QingLin Lu and Wei Liu.




If you like the template of this homepage, welcome to star and fork the repo AcadHomepage .