Author

Liqiang Zhang

2 papers indexed here

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Open access Jul 2026

A time-frequency collaborative cross-device bearing fault diagnosis model based on supervised transfer learning with limited data.

A time-frequency collaborative cross-device bearing fault diagnosis model based on supervised transfer learning with limited data that outperforms some current mainstream models in terms of both diagnostic accuracy and generalization performance, sufficiently demonstrating its effectiveness and practicality in cross-de...

Liqiang Zhang, Weiling Cao, You-Ming Li · Scientific Reports · 0 citations

Open access Aug 2026

CT-PestNet: A novel crop pest classification model based on cross-scale feature distillation enhancement and vision transformer with local token interaction

The continuous growth of the global population has led to an increasing demand for food, yet the annual food losses caused by pests are immeasurable. Therefore, accurately identifying crop pests and adopting effective control strategies is of great practical significance. In recent years, intelligent crop pest classifi...

You-Ming Li, Weiling Cao, Liqiang Zhang · PLoS ONE · 0 citations