📝 Publications

More details can be found in my Google Scholar

• SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction
  Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Wai Leong Tam, Xiaoli Li
  IInternational Joint Conference on Artificial Intelligence (IJCAI), 2023. (acceptance rate: 15%)

• LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation
  Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
  IEEE Transactions on Medical Image (TMI), 2022.

• Meta-hallucinator: Towards few-shot cross-modality cardiac image segmentation
  Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
  Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022. (Top 13% paper, Early Accept)

• DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection
  Ziyuan Zhao, Mingxi Xu, Peisheng Qian, Ramanpreet Pahwa, Richard Chang
  British Machine Vision Conference (BMVC), 2022. (30/770 submissions, Spotlight)

• Self-supervised Assisted Active Learning for Skin Lesion Segmentation
  Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
  Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. (Oral)

• MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels
  Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
  Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021.

• DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation
  Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan
  IEEE Journal of Biomedical and Health Informatics (JBHI), 2021.

• Semi-supervised self-taught deep learning for finger bones segmentation
  Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng
  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2019. (Oral)