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Wei Liu

Master Candidate
Beihang University
liuw@buaa.edu.cn


About Me

I am a master candidate (2021.9 - present) in School of Computer Science and Engineering at Beihang University under the supervision of Prof. Xianglong Liu. I obtained my BSc degree in School of Computer Science and Engineering from Beihang University.

My research lies at the field of computer vision – with a special focus on building intelligent visual systems that are continual and data-efficient. My research interests include few-shot learning, spatio-temporal predictive learning, and video prediction.

Publications [Google Scholar]

  1. SCIS
    SeeMore: a spatio-temporal predictive model with bidirectional distillation and level-specific meta adaptation
    Yuqing Ma, Wei Liu, Yajun Gao, Yang Yuan, Shihao Bai, Haotong Qin, Xianglong Liu
    SCIENCE CHINA Information Sciences (SCIS), 2023.
    PDF Code BibTex

  2. SCIS
    A Meaningful Learning Method for Zero-shot Semantic Segmentation
    Xianglong Liu, Shihao Bai, Shan An, Shuo Wang, Wei Liu, Xiaowei Zhao, Yuqing Ma
    SCIENCE CHINA Information Sciences (SCIS), Volume 66, Number 11, 2023.
    PDF BibTex

  3. TNNLS
    Transductive relation-propagation with decoupling training for few-shot learning
    Yuqing Ma, Shihao Bai, Wei Liu, Shuo Wang, Yue Yu, Xiao Bai, Xianglong Liu, Meng Wang
    IEEE transactions on neural networks and learning systems (TNNLS), Volume 33, Number 11, 2022.
    PDF BibTex

  4. IET CV
    Few-shot learning with relation propagation and constraint
    Huiyun Gong, Shuo Wang, Xiaowei Zhao, Yifan Yan, Yuqing Ma, Wei Liu, Xianglong Liu
    IET Computer Vision (IET CV), Volume 15, Number 8, 2021.
    PDF BibTex

  5. IJCAI
    Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration
    Yuqing Ma, Wei Liu, Shihao Bai, Qingyu Zhang, Aishan Liu, Weimin Chen, Xianglong Liu
    Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence (IJCAI), 2020.
    PDF Code BibTex

  6. IJCAI
    Transductive Relation-Propagation Network for Few-shot Learning
    Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu, Xiantong Zhen, Xianglong Liu
    Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence (IJCAI), 2020.
    PDF Code BibTex

  7. 智能安全
    基于稳定信息的小数据学习方法
    马宇晴, 张湛舸, 刘卫, 刘祥龙
    智能安全, 第 2 卷, 第 1 期, 2023.
    PDF BibTex

Contact

Address: 37 Xueyuan Road, Haidian District, Beijing, P.R. China, 100191.
Email: liuw@buaa.edu.cn