Yicheng(Eli) Wu 吴轶成

Ph.D. Candidate

Affiliation: Faculty of Information Technology, Monash University
Current Address: Clayton, VIC 3168, Australia
Email: yicheng[dot]wu[at]monash[dot]edu
Google Scholar • ResearchGate • LinkedIn • GitHub


Biography

News

  • [2023.05.25] One paper was early accepted by MICCAI 2023, about heterogeneous data training. Codes and dataset will be released soon.
  • [2022.07.04] One paper was accepted by ECCV 2022, about Weakly Supervised Point Cloud Segmentation.
  • [2022.07.01] One journal paper was accepted by Medical Image Analysis (IF-2022: 13.828), see here.
  • [2022.06.06] One journal paper was accepted by IEEE JBHI (IF-2022: 7.021), see here. Congrats. to Yiwen.
  • [2022.06.03] Two papers were accepted by MICCAI 2022, about Semi-supervised Segmentation and Long-tailed Classification.
  • [2022.03.03] One joint paper was accepted by CVPR 2022, about Unsupervised Proposal Generation.
  • [2021.06.11] One paper was accepted by MICCAI 2021.
  • [2020.08.01] During my gap year, I will work as a research intern at DAMO Academy, Alibaba Group.
  • [2020.05.12] I received the M.E. degree from Northwestern Polytechnical University, supervised by Prof. Yong Xia.
  • [2020.02.27] One journal paper was accepted by Neural Networks (IF-2020: 8.050).
  • [2019.06.05] One paper was accepted by MICCAI 2019.
  • [2018.05.31] I was selected as a joint master student supported by the China Scholarship Council (CSC).
  • [2018.05.30] One paper was accepted by MICCAI 2018.
  • [2017.06.20] I received the B.E. degree from Northwestern Polytechnical University, supervised by Prof. Yong Xia.

Representative Publications

Recent Works
Zhonghua Wu†, Yicheng Wu†, Guosheng Lin* and Jianfei Cai
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation
Submitted to International Journal of Computer Vision (Under Major Revision), 2023. [Paper]
Lie Ju, Yicheng Wu, Feng Wei, Zhen Yu, Lin Wang, Zhuoting Zhu and Zongyuan Ge*
Towards Open-Scenario Semi-supervised Medical Image Classification
arXiv Print, 2023. [Paper]
Semi-supervised Learning
Yicheng Wu*, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia and Jianfei Cai
Mutual Consistency Learning for Semi-supervised Medical Image Segmentation
Medical Image Analysis (IF-2022: 13.828), vol. 81, pp. 102530, 2022. [Paper, Code]
Yicheng Wu*, Zhonghua Wu, Qianyi Wu, Zongyuan Ge, and Jianfei Cai
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation
MICCAI 2022, vol. 13435, pp. 34-43, 2022. [Paper, Code]
Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai*, and Lei Zhang
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training
MICCAI 2021, vol. 12902, pp. 297-306, 2021. [Paper, Code]
Zhonghua Wu, Yicheng Wu, Guosheng Lin*, Jianfei Cai, and Chen Qian
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation
ECCV 2022, vol. 13691, pp. 78-96, 2022. [Paper, Code]
Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, Paul Bonnington and Zongyuan Ge*
Flexible Sampling for Long-tailed Skin Lesion Classification
MICCAI 2022, vol. 13433, pp. 462-471, 2022. [Paper, Code]
Retinal Vessel Segmentation
Yiwen Ye†, Chengwei Pan†, Yicheng Wu, Shuqi Wang, and Yong Xia*
MFI-Net: Multiscale Feature Interaction Network for Retinal Vessel Segmentation
IEEE JBHI (IF-2022: 7.021), vol. 26(9), pp. 4551-4562, 2022. [Paper]
Yicheng Wu, Yong Xia*, Yang Song, Yanning Zhang, and Weidong Cai
NFN+: A Novel Network Followed Network for Retinal Vessel Segmentation
Neural Networks (IF-2020: 8.050), vol. 126, pp. 153-162, 2020. [Paper]
Yicheng Wu, Yong Xia*, Yang Song, Donghao Zhang, Dongnan Liu, Chaoyi Zhang, and Weidong Cai
Vessel-Net: Retinal Vessel Segmentation under Multi-path Supervision
MICCAI 2019, vol. 11764, pp. 264-272, 2019. [Paper]
Yicheng Wu, Yong Xia*, Yang Song, Yanning Zhang, and Weidong Cai
Multiscale Network Followed Network Model for Retinal Vessel Segmentation
MICCAI 2018, vol. 11071, pp. 119-126, 2018. [Paper]

Awards

Academic Activities

Curiosity

© Yicheng Wu | Last updated: 27 04 2023