Weian Mao   毛伟岸 Ph.D. Candidate The University of Adelaide Adelaide, Australia. 5000. Github: WeianMao Scholar: Google scholar Email: weian.mao [αt] adelaide [dοt] edu [dοt] au

Biography

I am a final-year PhD student at The University of Adelaide under the guidance of Prof. Chunhua Shen. Prior to this, I obtained my bachelor's degree in Automation from East China University of Science and Technology. My previous research interests were in Computer Vision, and I have published four papers in reputable conferences such as CVPR, ICCV, and ECCV.

Currently, my research interests revolve around protein-related fields, including but not limited to protein design, antibody design, and prediction of protein quaternary structure. Recently, my paper on De novo protein design has been accepted as a Spotlight representation (Top 5%) at ICLR 2024.

Additionally, I am exploring opportunities for postdoctoral or researcher positions. If there are suitable opportunities available, please feel free to reach out to me.

Research Interests

AI for science, protein design, antibody design, protein complex structure prediction, and computer vision

News

• [2024.05] Two paper was accepted by ICML. Paper will be released soon!
• [2024.02] One paper was accepted by ICLR as Spotlight representation.
• [2023.07] Two paper was accepted by ICCV.
• [2022.07] One paper was accepted by ECCV.
• [2021.01] One paper was accepted by CVPR.

Publication

• De novo Protein Design using Geometric Vector Field Networks. ICLR 2024 Spotlight
  Weian Mao, Muzhi Zhu, Zheng Sun, Shuaike Shen, Lin Yuanbo Wu, Hao Chen,
  [Paper][Code]
• Poseur: Direct Human Pose Regression with Transformers. ECCV 2022
  Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel
  [Paper][Code]
• FCPose: Fully Convolutional Multi-person Pose Estimation with Dynamic Instance-aware Convolutions. CVPR 2021
  Weian Mao, Zhi Tian, Xinlong Wang, Chunhua Shen
  [Paper][Code]
• CTVIS: Consistent Training for Online Video Instance Segmentation. ICCV 2023
  Kaining Ying, Qing Zhong, Weian Mao, Zhenhua Wang, Hao Chen, Lin Yuanbo Wu, Yifan Liu, Chengxiang Fan, Yunzhi Zhuge, Chunhua Shen
  [Paper][Code]
• SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning. ICCV 2023
  Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen
  [Paper][Code]

Professional Activities

Reviewer: TPAMI, CVPR, ECCV, ICCV