Yaoyue Zheng

I am a Ph.D. candidate at the College of Artificial Intelligence of Xi'an Jiaotong University, advised by Prof. Xue-tao Zhang and Zhi-qiang Tian. I completed my master's degree from Xi'an Jiaotong University in 2021. Prior to that, I worked as an intern at Huawei Research Institute in 2020.

Currently, I work as a Ph.D. student in Learning and Machine Perception (LAMP) team, advised by Dr. Joost van de Weijer in Computer Vision Center, Autonomous University of Barcelona, Spain.

💬 If you have an interest in my work or any queries, please feel free to contact me.

Email  /  Google Scholar  /  Github

profile photo
Research Interests

I'm interested in continual learning, few-shot learning, and medical image segmentation. Currently, my research is focused on the areas of cross-domain few-shot learning and continual learning.

Publications
Enhancing Few-shot Lifelong Learning through Fusion of Cross-domain Knowledge
Yaoyue Zheng, Xuetao Zhang, Zhiqiang Tian, Shaoyi Du
Information Fusion, 2024   (IF: 14.7)
paper  /  bibtex
Detach and Unite: A Simple Meta-Transfer for Few-shot Learning
Yaoyue Zheng, Xuetao Zhang, Zhiqiang Tian, Wei Zeng, Shaoyi Du
Knowledge-Based Systems, 2023   (IF: 8.14)
paper  /  bibtex
Deep Level Set Method for Optic Disc and Cup Segmentation on Fundus Images
Yaoyue Zheng, Xuetao Zhang, Xiayu Xu, Zhiqiang Tian, Shaoyi Du
Biomedical Optics Express, 2021   (IF: 3.562)
paper  /  bibtex
Interactive Prostate MR Image Segmentation Based on ConvLSTMs and GGNN
Zhiqiang Tian, Xiaojian Li, Zhang Chen, Yaoyue Zheng, Hongcheng Fan, Zhongyu Li, Shaoyi Du
Neurocomputing, 2021   (IF: 5.779)
paper  /  bibtex
Deep Level Set with Confidence Map and Boundary Loss for Medical Image Segmentation
Yaoyue Zheng, Zhang Chen, Xiaojian Li, Xiangyu Si, Liangjie Dong, Zhiqiang Tian
IEEE International Conference on Multimedia and Expo (ICME), 2020   (Oral Presentation)
paper  /  code  /  bibtex
Graph Convolutional Network Based Optic Disc and Cup Segmentation on Fundus Images
Zhiqiang Tian, Yaoyue Zheng, Xiaojian Li, Shaoyi Du, Xiayu Xu
Biomedical Optics Express, 2020   (IF: 3.562)
paper  /  bibtex
Graph-convolutional-network-based Interactive Prostate Segmentation in MR Images
Zhiqiang Tian, Xiaojian Li, Yaoyue Zheng, Zhang Chen, Zhong Shi, Lizhi Liu, Baowei Fei
Medical Physics, 2020   (IF: 4.506)
paper  /  bibtex
Multi-step Medical Image Segmentation Based on Reinforcement Learning
Zhiqiang Tian, Xiangyu Si, Yaoyue Zheng, Zhang Chen, Xiaojian Li
Journal of Ambient Intelligence and Humanized Computing, 2020   (IF: 3.662)
paper  /  bibtex
Selected Honors
  • [2015] Excellent Student Cadre
  • [2015] Merit Student
  • [2016] National Scholarship
  • [2017] Excellent Student Cadre
  • [2018] Graduate with Honor
  • [2019] Excellent Postgraduate
  • [2019] First-grade Scholarship
  • [2020] National Scholarship
  • [2020] Excellent Postgraduate
  • [2021] Graduate with Honor
  • [2024] Weichai Power Scholarship
  • [2024] National Scholarship

This website is built based on the website.