I am Cong Cong, currently a Postdoctoral Fellow at the Australian Institute of Health Innovation, Macquarie University, working with Associate Professor Sidong Liu. Before this, I completed my PhD at UNSW with the thesis “Computer Vision in Histopathology Image Analysis: Preprocessing and Classification”, supervised by Associate Professor Yang Song and Professor Maurice Pagnucco.
My research mainly focuses on developing deep learning methods for digital pathology and brain MRI, including stain normalisation, whole-slide image (WSI) classification, and privacy-preserving multimodal modelling for cancer diagnosis. Beyond these topics, I am also interested in general image-related computer vision problems such as long-tailed classification, parameter-efficient fine-tuning (PEFT), and dataset distillation. A full list of my research outputs can be found on my Google Scholar page. Please feel free to reach out if you are interested in potential collaborations.
Interests