Jiyang Zheng

I am a third-year PhD student in Sydney AI Center - The University of Sydney, advised by Assoc. Prof. Tongliang Liu and Dr Dadong Wang (CSIRO). Previously, I received my Bachelor degree w/ honours in Computer Science from Australian National University under the supervision of Prof. Nick Barnes.

Email  /  Google Scholar

I have a broad interest in machine learning and computer vision, with a particular focus on generative AI. My goal is to contribute to building more robust and explainable deep generative AI models.

• 2025-01: A paper on chain-based visual prompting for large autoregressive vision models has been accepted to ICLR 2025.
• 2024-12: Our paper, Ranked from Within is out. A new unsupervised evaluation paradigm for large multimodal models.
• 2024-01: A paper on generative data augmentation based on feature disentanglement has been accepted to ICLR 2024.
• 2023-05: A paper on generalise open-set semantic segmentation network is accepted to TVCJ.
• 2022-11: Our paper, ActiveRMAP is out. A high-quality active 3D reconstruction method through online mapping.
• 2022-04: A paper on object-level novel class discovery is accepted to L3D-IVD Workshop at CVPR 2022