• Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples 

      Zhang, Jing; Geng, YangLi-ao; Wang, Wen; Sun, Wenju; Yang, Zhirong; Li, Qingyong (Peer reviewed; Journal article, 2022)
      Zero-Shot Learning (ZSL), which aims to recognize unseen classes with no training data, has made great progress in recent years. However, established ZSL methods implicitly assumed that there exist sufficient labeled samples ...
    • A towering genome: Experimentally validated adaptations to high blood pressure and extreme stature in the giraffe 

      Liu, Chang; Gao, Jianbo; Cui, Xinxin; Li, Zhipeng; Chen, Lei; Yuan, Yuan; Zhang, Yaolei; Mei, Liangwei; Zhao, Lan; Cai, Dan; Hu, Mingliang; Zhou, Botong; Li, Zihe; Qin, Tao; Si, Huazhe; Li, Guangyu; Lin, Zeshan; Xu, Yicheng; Zhu, Chenglong; Yin, Yuan; Zhang, Chenzhou; Xu, Wenjie; Li, Qingjie; Wang, Kun; Gilbert, Marcus Thomas Pius; Heller, Rasmus; Wang, Wen; Huang, Jinghui; Qiu, Qiang (Peer reviewed; Journal article, 2021)
      The suite of adaptations associated with the extreme stature of the giraffe has long interested biologists and physiologists. By generating a high-quality chromosome-level giraffe genome and a comprehensive comparison with ...