Associate Professor Yang Song

Dr Yang Song is an ARC Future Fellow and Scientia Associate Professor in the School of Computer Science and Engineering. She is also currently the Associate Head of School (Research). She graduated with a BEng in Computer Engineering from Nanyang Technological University, Singapore, and obtained a PhD degree in Computer Science from the University of Sydney in 2013.

Her research area is in Computer Vision, Deep Learning, Multimodal and Human-centred AI. She has over 220 peer-reviewed publications including papers in TMI, MedIA, TIP, TMM, NeuroImage, Bioinformatics, CVPR, ICCV, AAAI, IJCAI, ICLR, NeurIPS and MICCAI. Her current research mainly focuses on the development of deep learning algorithms for computer vision and multimodal data analytics problems such as:

• Segmentation in radiological images 
• Cancer analysis in histopathology images
• Point clouds analysis
• 3D image reconstruction
• Vision-based autonomous driving
• Image enhancement and translation
• Neuro-symbolic learning
• Explainability and truthfulness in LLMs
• Fairness and robustness in AI
• Generative AI

Personal website - http://www.cse.unsw.edu.au/~ysong/