Changxu Dong

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Hypergraph-Mamba Framework for Adaptive Electroencephalogram Modeling in Multi-view Seizure Prediction.
Int. J. Neural Syst.
Dengdi Sun, Yanqing Liu, Changxu Dong, Zongyun Gu
2025 J jnl
Challenge-aware U-net for breast lesion segmentation in ultrasound images.
Pattern Recognit.
Dengdi Sun, Changxu Dong, Yuchen Yan, Bo Jiang, Yayang Duan, Zhengzheng Tu, Chaoxue Zhang
2025 J jnl
EEG-based patient-specific seizure prediction based on Spatial-Temporal Hypergraph Attention Transformer.
Biomed. Signal Process. Control.
Changxu Dong, Dengdi Sun, Zejing Zhang, Bin Luo
2025 J jnl
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification.
Cogn. Comput.
Changxu Dong, Dengdi Sun, Bin Luo
2025 J jnl
Multi-View Seizure Classification Based on Attention-Based Adaptive Graph ProbSparse Hybrid Network.
CAAI Trans. Intell. Technol.
Changxu Dong, Yanqing Liu, Dengdi Sun
2025 J jnl
Multi-channel EEG-based neurological disorder classification using Cross-Dependency Spatiotemporal Interactive Network.
Comput. Methods Programs Biomed.
Changxu Dong, Zejing Zhang, Dengdi Sun
2025 J jnl
Multi-view brain network classification based on Adaptive Graph Isomorphic Information Bottleneck Mamba.
Expert Syst. Appl.
Changxu Dong, Dengdi Sun, Zhenda Yu, Bin Luo
2025 J jnl
Self-supervised spatial-temporal contrastive network for EEG-based brain network classification.
Neural Networks
Changxu Dong, Dengdi Sun, Bin Luo
2024 J jnl
Brain network classification based on dynamic graph attention information bottleneck.
Comput. Methods Programs Biomed.
Changxu Dong, Dengdi Sun
2024 J jnl
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification.
Int. J. Neural Syst.
Changxu Dong, Dengdi Sun
2022 J jnl
Attention-based Graph ResNet with focal loss for epileptic seizure detection.
J. Ambient Intell. Smart Environ.
Changxu Dong, Yanna Zhao, Gaobo Zhang, Mingrui Xue, Dengyu Chu, Jiatong He, Xinting Ge
2022 J jnl
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning.
Int. J. Neural Syst.
Yanna Zhao, Mingrui Xue, Changxu Dong, Jiatong He, Dengyu Chu, Gaobo Zhang, Fangzhou Xu, Xinting Ge, Yuanjie Zheng
2021 J jnl
EEG-Based Seizure detection using linear graph convolution network with focal loss.
Comput. Methods Programs Biomed.
Yanna Zhao, Changxu Dong, Gaobo Zhang, Yaru Wang, Xin Chen, Weikuan Jia, Qi Yuan, Fangzhou Xu, Yuanjie Zheng
2021 J jnl
Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals.
Int. J. Neural Syst.
Yanna Zhao, Gaobo Zhang, Changxu Dong, Qi Yuan, Fangzhou Xu, Yuanjie Zheng
2021 J jnl
Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network.
Frontiers Neuroinformatics
Xin Chen, Yuanjie Zheng, Changxu Dong, Sutao Song