Hongze Sun

According to our database, Hongze Sun authored at least 10 papers between 2022 and 2025.

Collaborative distances:

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

2025

Robust Spatiotemporal Prototype Learning for Spiking Neural Networks.

Wuque Cai, Hongze Sun, Qianqian Liao, Jiayi He, Duo Chen, Dezhong Yao, Daqing Guo

IEEE Trans. Neural Networks Learn. Syst., October, 2025

NSPDI-SNN: An efficient lightweight SNN based on nonlinear synaptic pruning and dendritic integration.

Wuque Cai, Hongze Sun, Jiayi He, Qianqian Liao, Yunliang Zang, Duo Chen, Dezhong Yao, Daqing Guo

CoRR, August, 2025

Toward Efficient Spiking Transformers: Synapse Pruning Meets Synergistic Learning-Based Compensation.

Hongze Sun, Wuque Cai, Duo Chen, Shifeng Mao, Jiayi He, Zhenxing Wang, Dezhong Yao, Daqing Guo

CoRR, August, 2025

A Brain-to-Population Graph Learning Framework for Diagnosing Brain Disorders.

Qianqian Liao, Wuque Cai, Hongze Sun, Dongze Liu, Duo Chen, Dezhong Yao, Daqing Guo

CoRR, June, 2025

ST-FlowNet: An efficient Spiking Neural Network for event-based optical flow estimation.

Hongze Sun, Jun Wang, Wuque Cai, Duo Chen, Qianqian Liao, Jiayi He, Yan Cui, Dezhong Yao, Daqing Guo

Neural Networks, 2025

Regression-Assisted Classification for CT-Based Portal Hypertension Diagnosis.

Wuque Cai, Jiayi He, Xu Guo, Hongze Sun, Huan Tong, Bo Wei, Hao Wu, Dezhong Yao, Daqing Guo

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

A Spatial-Channel-Temporal-Fused Attention for Spiking Neural Networks.

Wuque Cai, Hongze Sun, Rui Liu, Yan Cui, Jun Wang, Yang Xia, Dezhong Yao, Daqing Guo

IEEE Trans. Neural Networks Learn. Syst., October, 2024

A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks.

Hongze Sun, Wuque Cai, Baoxin Yang, Yan Cui, Yang Xia, Dezhong Yao, Daqing Guo

IEEE Trans. Cogn. Dev. Syst., April, 2024

Reliable object tracking by multimodal hybrid feature extraction and transformer-based fusion.

Hongze Sun, Rui Liu, Wuque Cai, Jun Wang, Yue Wang, Huajin Tang, Yan Cui, Dezhong Yao, Daqing Guo

Neural Networks, 2024

2022

DFC-SNN: A New Approach for the Recognition of Brain States by Fusing Brain Dynamics and Spiking Neural Network.

Yan Cui, Wuque Cai, Tianyao Long, Hongze Sun, Dezhong Yao, Daqing Guo

Proceedings of the Human Brain and Artificial Intelligence - Third International Workshop, 2022