Jinliang Ding

Spatiotemporal Multiscale Correlation Embedding With Process Variable Reorder for Industrial Soft Sensing

2023 · IEEE Transactions on Instrumentation and Measurement

Soft sensor techniques have been extensively utilised for predicting key variables in the process industry. To extract fine-grained and holistic features for efficient prediction, proper modeling strategies for multiscale spatial and temporal correlations are heavily …

Pseudo Progressive Global to Local Transformer Network for Segmentation Refinement

2025 · IEEE Transactions on Emerging Topics in Computational Intelligence

Segmentation refinement attains high-quality performance by identifying and correcting error-prone points. Existing refinement algorithms primarily focus on querying error-prone points located around object boundaries and conducting per-pixel refinement through networks with a global receptive field, …