Zheyun Qin

Zheyun Qin

Ph.D. candidate in School of Software, Shandong University

About me

I am a Ph.D. candidate (since 2019) in the School of Sofware at Shandong University, advised by Prof. Yilong Yin and Prof. Xiankai Lu.

Research Direction：

Computer Vision; Deep Learning; Video Analysis (Video Object/Instance Segmentation); Medical Image Analysis (Medical Image Segmentation)

Education :

2019.09-present: Ph.D. candidate in Shandong University.

2015.09-2019.06: B.E. in Shandong University.

Publications

  • Zheyun Qin; Xiankai Lu; Dongfang Liu; Xiushan Nie; Yilong Yin; Jianbing Shen; Senior Member; Alexander C. Loui

    Reformulating Graph Kernels for Self-supervised Space-Time Correspondence Learning. TIP 2023, (CCF A). [paper]

  • Zheyun Qin; Cheng Han; Xiankai Lu; Qifan Wang; Xiushan Nie; Yilong Yin.

    Unified 3D Segmenter As Prototypical Classifiers. NeurIPS 2023, (CCF A).

  • Zheyun Qin; Xiankai Lu; Xiushan Nie; Dongfang Liu, Yilong Yin; Wenguan Wang.

    Coarse-to-Fine Video Instance Segmentation with Factorized Conditional Appearance Flows. JAS 2023, (JCR Q1). [paper]

  • Zheyun Qin; Xiankai Lu; Xiushan Nie; Yilong Yin; Jianbing Shen.

    Exposing the Self-supervised Space-Time Correspondence Learning via Graph Kernels. AAAI 2023 (CCF A). [paper]

  • Zheyun Qin; Xiankai Lu; Xiushan Nie; Xiantong Zhen; Yilong Yin.

    Learning Hierarchical Embedding for Video Instance Segmentation. ACM Multimedia 2021 (CCF A). [paper]

  • Wenjie Hou, Zheyun Qin, Xiaoming Xi, Xiankai Lu, Yilong Yin.

    Learning Disentangled Representation for Self-supervised Video Object Segmentatio. Neurocomputing, 481: 270-280 (2022). (JCR Q2) [paper]

  • Xiaoming Xi, Xianjing Meng, Zheyun Qin, Xiushan Nie, Yilong Yin, Xinjian Chen.

    IA-net: informative attention convolutional neural network for choroidal neovascularization segmentation in OCT images[J]. Biomedical Optics Express, 2020, 11(11): 6122-6136. (JCR Q2). [paper]

  • Qing Xu, Xiaoming Xi, Xianjing Meng, Zheyun Qin, Xiushan Nie, Yongjian Wu, Dongsheng Zhou, Yi Qu, Chenglong Li, YiLong Yin.

    Difficulty-aware Bi-network with Spatial Attention Constrained Graph for Axillary Lymph Node Segmentation. SCIENCE CHINA Information Sciences (CCF B), 2020. [paper]