
n 基本情况:
张译,1994年09月,男,博士,讲师。
n 教育与工作经历:
2012年09月—2016年06月 重庆师范大学 本科
2018年09月—2023年12月 重庆大学 硕博连读
n 研究方向:
计算机视觉,模式识别,少样本学习,零样本学习。
n 科研项目情况:
主持重庆市自然科学基金面上项目1项、重庆市教委科技项目1项;参与国家自然科学基金项目1项、重庆市基金项目2项。
n 科研论文情况:
[1]Yi Zhang, Sheng Huang*, Xi Peng, and Dan Yang. "Semi-Identical Twins Variational AutoEncoder for Few-Shot Learning". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024, 35(7): 9455-9469.(中科院一区 Top,IF=8.9)
[2]Yi Zhang, Sheng Huang*, Luwen Huangfu, and Daniel Dajun Zeng. "Learning Feature Exploration and Selection With Handcrafted Features for Few-Shot Learning." IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC). 2025, 55(4): 2599-2610.(中科院一区 Top,IF=8.7)
[3]Yi Zhang, Sheng Huang*, Mingjian Hong and Dan Yang. "Learning the Difference of Few-shot Food Data Using Multivariate Knowledge-guided Variational Autoencoder." IEEE Journal of Biomedical and Health Informatics (JBHI). 2025, 29(7): 5168-5180.(中科院二区 Top,IF=6.8)
[4]Yi Zhang, Heng Li*, Luwen Huangfu, Lili Balazs, and Sheng Huang. "Learning complementary visual information for few-shot food recognition by Regional Erasure and Reactivation." Expert Systems with Applications (ESWA), 2025, 268: 126174.(中科院一区 Top,IF=7.5)
[5]Yi Zhang, Sheng Huang*, and Fengtao Zhou. "Generally Boosting Few-Shot Learning with HandCrafted Features". Proceedings of the 29th ACM International Conference on Multimedia (ACM MM). 2021: 3143-3152.(CCF-A 会议)
[6]Yi Zhang, Sheng Huang*, Wanli Yang, Wenhao Tang, Xiaohong Zhang, and Dan Yang. "Anchor-based Discriminative Dual Distribution Calibration for Transductive Zero-Shot Learning". Image and Vision Computing (IVC), 2023, 137: 104772.(中科院三区,IF=4.5)
n 联系方式
重庆师范大学js4399金沙线集团,重庆,401331
电子邮箱:zhangyii@cqnu.edu.cn