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Cai-Yun Chen

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Conference Oct 2026

TinyCaracalFormer: a lightweight frequency-domain hybrid model for steel surface defect inspection

Manual inspection in steel production suffers from low efficiency and unstable accuracy, while standard Transformer models are limited by quadratic self-attention complexity and mandatory positional encoding. This work constructs a unified two-stage steel defect detection framework with dual convolutional neural networ...

Yao-Hui Shen, Cai-Yun Chen · 0 citations
Conference Oct 2026

Research on vehicle trajectory privacy protection mechanism based on DP-transformer model

Under the 6G integrated communication, sensing and computing framework, intelligent Internet of Vehicles (IoV) generates massive volumes of ultra-long sequential trajectory data persistently. The majority of prevailing trajectory privacy preserving algorithms are constructed upon recurrent neural networks, which bear i...

Cai-Yun Chen, Lian-Fen Huang, Zu-Feng Weng et al. · 0 citations

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