基于深度学习、膜计算等理论的计算机视觉领域研究，包括: 单目、双目深度估计、深度图超分辨率、视频目标跟踪等。

所在团队：生物计算与机器学习团队

近年发表论文：

[4]  Jiang, X.（21级研究生），Bian, X.（21级研究生）, Guo, C.（通讯作者）. Ghost-Stereo: GhostNet-based Cost Volume Enhancement and Aggregation for  Stereo Matching Networks. （under review）. in arxiv: http://arxiv.org/abs/2405.14520.

[3]  Guo, C., Peng, H. & Wang, J. Recurrent convolutional model based on gated spiking neural P system for stereo matching networks. Appl Intell 2023, 53, 29570–29584. (SCI二区， CCF-C) https://doi.org/10.1007/s10489-023-05091-5

[2]  Bian, X.（21级研究生）, Guo, C.（通讯作者）. SiamMaskAttn: inverted residual attention block fusing multi-scale feature information for multitask visual object tracking networks. Signal, Image and Video Processing 2024, 18, 1305–1316. (SCI四区)  https://doi.org/10.1007/s11760-023-02827-1

[1] Yang, B., Qin, L., Peng, H., Guo, C.（通讯作者）, Luo, X., Wang, J. . SDDC-Net: A U-shaped deep spiking neural P convolutional network for retinal vessel segmentation. Digital Signal Processing 2023, 136, 104002. (SCI三区) https://doi.org/10.1016/j.dsp.2023.104002

详见谷歌学术：https://scholar.google.com/citations?user=rAipqIwAAAAJ&hl=zh-CN

承担《大数据处理框架》《大数据分析与挖掘》本科课程

承担本科毕业设计指导

指导在读研究生4名。

中国人工智能学会CAAI会员

担任多个SCI期刊审稿人.