Lei Guo

According to our database, Lei Guo authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Signed graph representation learning for functional-to-structural brain network mapping.

Haoteng Tang, Lei Guo, Xiyao Fu, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan

Medical Image Anal., 2023

Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data.

Kai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model.

Haoteng Tang, Guixiang Ma, Lei Guo, Xiyao Fu, Heng Huang, Liang Zhang

CoRR, 2022

Functional2Structural: Cross-Modality Brain Networks Representation Learning.

Haoteng Tang, Xiyao Fu, Lei Guo, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan

CoRR, 2022

Hierarchical Brain Embedding Using Explainable Graph Learning.

Haoteng Tang, Lei Guo, Xiyao Fu, Benjamin Qu, Paul M. Thompson, Heng Huang, Liang Zhan

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2020

Adversarial Attack on Hierarchical Graph Pooling Neural Networks.

Haoteng Tang, Guixiang Ma, Yurong Chen, Lei Guo, Wei Wang, Bo Zeng, Liang Zhan

CoRR, 2020

A Generalized Framework of Pathlength Associated Community Estimation for Brain Structural Network.

Yurong Chen, Haoteng Tang, Lei Guo, Jamie C. Peven, Heng Huang, Alex D. Leow, Melissa Lamar, Liang Zhan

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Classifying Stages of Mild Cognitive Impairment via Augmented Graph Embedding.

Haoteng Tang, Lei Guo, Emily L. Dennis, Paul M. Thompson, Heng Huang, Olusola Ajilore, Alex D. Leow, Liang Zhan

Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function.

Igor Fortel, Mitchell Butler, Laura E. Korthauer, Liang Zhan, Olusola Ajilore, Ira Driscoll, Anastasios Sidiropoulos, Yanfu Zhang, Lei Guo, Heng Huang, Dan Schonfeld, Alex D. Leow

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Identifying Configurational Abnormalities in Alzheimer'S Disease Progression Using Multi-View Structure Connectome.

Lei Guo, Haoteng Tang, Qi Wang, Emily L. Dennis, Dajiang Zhu, Heng Huang, Olusola Ajilore, Alex D. Leow, Liang Zhan

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019