I am currently a third-year PhD student at Tsinghua University, advised by Prof. Gao Huang and Prof. Shiji Song. Prior to that, I received my bachelor's degree from Tsinghua University and spent a wonderful summer at Duke University, working with Prof. Yiran Chen. My research interests lie in the deep generative models and multi-modality learning.


Feb 2023
IPL is Accepted by CVPR 2023.
Nov 2021
RISA is Accepted by AAAI 2022 for Oral Presentation.
May 2021
One Paper is Accepted by KDD 2021.


Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
arXiv 2023
Xingqian Xu, Jiayi Guo, Zhangyang Wang, Gao Huang, Irfan Essa, Humphrey Shi.


Zero-shot Generative Model Adaptation via Image-specific Prompt Learning
CVPR 2023
Jiayi Guo*, Chaofei Wang*, You Wu, Eric Zhang, Kai Wang, Xingqian Xu, Shiji Song, Humphrey Shi, Gao Huang.
Assessing a Single Image in Reference-Guided Image Synthesis
AAAI 2022 Oral
Jiayi Guo, Chaoqun Du, Jiangshan Wang, Huijuan Huang, Pengfei Wan, Gao Huang.
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective
KDD 2021
Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li.

Invited Talks

May 2022
AI Time, Reference-Guided Image Synthesis Assessment

The website template was borrowed from Dr. Vincent Sitzmann's personal page.