Qiushan Guo
Graduate House, P501
The University of Hong Kong
I am a PhD student at The University of Hong Kong, supervisde by Prof. Yizhou Yu (ACM & IEEE Fellow) and Prof. Ping Luo (Associate Director of HKU Musketers Foundation Institute of Data Science). I am part of the HKU MMLab led by Prof. Ping Luo. During my PhD study, I was lucky to collaborate with several researchers in industry e.g. Dr. Sifei Liu and Dr. Hongxu Yin @ NVIDIA and Dr. Junjie Yan @ Sensetime.
My work has focused on probabilistic modeling of high-dimensional data, large vision-language model and the application of this technique to various domains. Specifically, I investigate the efficient neural network, such as dynamic routing and knowledge distillation. I also had experience in the semi-supervised and self-supervised learning of object detection.
One of my recent notable contributions involves RAPHAEL, a large-scale text-to-image generator featured in SenseMirage.
My research interest is solving challenging problems in computer vision and machine learning, including:
- Diffusion model
- Large vision-language model
- Object detection
- Knowledge distillation
If you are interested in my research or collaboration with me, please feel free to drop an email.
