Author

Jing Xu

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Open access Sep 2026

A two-stage reconstruction-based OSR–ZSD framework for generalized zero-shot fault diagnosis in industrial processes

In industrial processes, some fault types lack sufficient training data, and test samples may originate from both seen and unseen classes, giving rise to a generalized zero-shot diagnosis (GZSD) scenario. Existing methods often suffer from severe class bias, incorrectly classifying unseen faults as seen ones and thus c...

Xin-Han Chen, Hanting Zhou, Jing Xu et al. · Engineering Research Express · 0 citations

Jul 2026

Technical Report on the CVPR 2026@AdvML Workshop Challenge

The CVPR 2026@AdvML Workshop Challenge on adversarial multimodal attacks against autonomous-driving VLAs is presented, providing a practical reference for future robustness evaluation and defense design in multimodal autonomous-driving systems.

Tian-Yuan Zhang, Zonglei Jing, Jiangfan Liu et al. · arXiv.org · 0 citations