Author

Haodong Zhang

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Aug 2026

HCFT: A Hierarchical Convolutional Fusion Transformer for Cross-Task EEG Decoding.

Electroencephalography (EEG) decoding remains challenging due to the non-stationary nature of neural signals and the limited generalization of existing models across tasks and subjects. To address this challenge, we propose a lightweight and generalizable decoding framework named Hierarchical Convolutional Fusion Trans...

Haodong Zhang, Jiapeng Zhu, Yitong Chen et al. · IEEE journal of biomedical a... · 0 citations

Preprint Sep 2026

AnomalyCraft-700K: Component-Level Controllable and Verifiable Synthetic Anomalies for Fine-Grained Video Anomaly Understanding

Progress in video anomaly understanding (VAU) has long been limited by inherent deficiencies of real-world anomaly videos, which are hard to collect and offer little control over their content. Synthetic anomaly approaches partially alleviate data scarcity, yet their generation remains largely controlled at the categor...

Yu-Zhou Long, Haodong Zhang, Yun-Peng Yang et al. · 0 citations