Pengpeng Sheng

According to our database, Pengpeng Sheng authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

NeuroGT: Biophysically grounded graph transformers for self-supervised representation learning of neuronal morphology.

Pengpeng Sheng, Tingting Han, Gangming Zhao, Jun Wu, Lei Qu

Medical Image Anal., 2026

GICLMorph: Self-supervised 3D neuronal morphology representation via graph-image contrastive learning.

Hanbing Hao, Meng Li, Jun Wu, Pengpeng Sheng, Lei Qu

Expert Syst. Appl., 2026

SDED-Reg: A structural discriminability-enhanced decoupled model for unsupervised multi-modal mouse brain optical microscopy image registration.

Tingting Han, Pengpeng Sheng, Jun Wu, Lei Qu

Expert Syst. Appl., 2026

2025

Self-Supervised Neuron Morphology Representation With Graph Transformer.

Pengpeng Sheng, Gangming Zhao, Tingting Han, Lei Qu

IEEE Trans. Medical Imaging, December, 2025

2024

Deep coupled registration and segmentation of multimodal whole-brain images.

Tingting Han, Jun Wu, Pengpeng Sheng, Yuanyuan Li, Zaiyang Tao, Lei Qu

Bioinform., 2024

2022

LSNet: Real-time attention semantic segmentation network with linear complexity.

Pengpeng Sheng, Yanli Shi, Xin Liu, Huan Jin

Neurocomputing, 2022

2021

J-Net: Asymmetric Encoder-Decoder for Medical Semantic Segmentation.

Yanli Shi, Pengpeng Sheng

Secur. Commun. Networks, 2021