A Method of Discriminative Features Extraction for Restricted Boltzmann Machines. - Song Guo 002; Changjun Zhou; Bin Wang 005; Shihua Zhou (IDEAL, 2016)

Training Restricted Boltzmann Machines Using Modified Objective Function Based on Limiting the Free Energy Value. - Song Guo 002; Changjun Zhou; Bin Wang 005; Xuedong Zheng (IEEE Access, 2018)

Deeply supervised neural network with short connections for retinal vessel segmentation. - Song Guo 002; Yingqi Gao; Kai Wang 001; Tao Li 022 (CoRR, 2018)

Random Inception Module and Its Parallel Implementation. - Yingqi Gao; Kunpeng Xie; Song Guo 002; Kai Wang 001; Hong Kang; Tao Li 022 (APPT, 2019)

A Lightweight Neural Network for Hard Exudate Segmentation of Fundus Image. - Song Guo 002; Tao Li 022; Kai Wang 001; Chan Zhang; Hong Kang (ICANN (3), 2019)

Random Drop Loss for Tiny Object Segmentation: Application to Lesion Segmentation in Fundus Images. - Song Guo 002; Tao Li 022; Chan Zhang; Ning Li; Hong Kang; Kai Wang 001 (ICANN (3), 2019)

Aggregation Connection Network For Tiny Face Detection. - Chan Zhang; Tao Li 022; Song Guo 002; Ning Li; Yingqi Gao; Kai Wang 001 (IJCNN, 2019)

BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation. - Song Guo 002; Kai Wang 001; Hong Kang; Yujun Zhang 001; Yingqi Gao; Tao Li 022 (Int. J. Medical Informatics, 2019)

L-Seg: An end-to-end unified framework for multi-lesion segmentation of fundus images. - Song Guo 002; Tao Li 022; Hong Kang; Ning Li; Yujun Zhang 001; Kai Wang 001 (Neurocomputing, 2019)

Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening. - Tao Li 022; Yingqi Gao; Kai Wang 001; Song Guo 002; Hanruo Liu; Hong Kang (Inf. Sci., 2019)

DCNR: deep cube CNN with random forest for hyperspectral image classification. - Tao Li 022; Jiabing Leng; Lingyan Kong; Song Guo 002; Gang Bai; Kai Wang 001 (Multim. Tools Appl., 2019)

AVNet: A retinal artery/vein classification network with category-attention weighted fusion. - Hong Kang; Yingqi Gao; Song Guo 002; Xia Xu; Tao Li 022; Kai Wang 001 (Comput. Methods Programs Biomed., 2020)

Bin loss for hard exudates segmentation in fundus images. - Song Guo 002; Kai Wang 001; Hong Kang; Teng Liu; Yingqi Gao; Tao Li 022 (Neurocomputing, 2020)

Vertically-nested Network for Automatic Vessel Segmentation. - Song Guo 002; Xiaojuan Chen; Yueping Kong (IJCNN, 2021)

Fundus image segmentation via hierarchical feature learning. - Song Guo 002 (Comput. Biol. Medicine, 2021)

A Mountain Summit Recognition Method Based on Improved Faster R-CNN. - Yueping Kong; Yun Wang; Song Guo 002; Jiajing Wang (Complex., 2021)

MDANet: Multi-Direction Attention Network for Curvilinear Structure Segmentation of Biomedical Images. - Xiaojuan Chen; Tao Hu; Song Guo 002 (BIBM, 2022)

CSGNet: Cascade semantic guided net for retinal vessel segmentation. - Song Guo 002 (Biomed. Signal Process. Control., 2022)

LightEyes: A Lightweight Fundus Segmentation Network for Mobile Edge Computing. - Song Guo 002 (Sensors, 2022)

Bézier Curves Meet Deep Learning: A Novel Pretraining Method for Improved and Generalized Retinal Vessel Segmentation. - Luyu Niu; Xiaojuan Chen; Song Guo 002 (BIBM, 2023)

DPN: detail-preserving network with high resolution representation for efficient segmentation of retinal vessels. - Song Guo 002 (J. Ambient Intell. Humaniz. Comput., 2023)

Random color transformation for single domain generalized retinal image segmentation. - Song Guo 002; Ke Ji (Eng. Appl. Artif. Intell., 2024)

Efficient multi-scale learning via scale embedding for diabetic retinopathy multi-lesion segmentation. - Song Guo 002 (Biomed. Signal Process. Control., 2025)

Enhancing cross-domain generalization in retinal image segmentation via style randomization and style normalization. - Song Guo 002 (Image Vis. Comput., 2025)

Efficient retinal artery/vein classification with dense color-invariant feature learning. - Xiaojuan Chen; Luyu Niu; Song Guo 002 (Neural Comput. Appl., 2025)