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Yao Xiao

3 papers indexed

arxivcs.CV2026-07-23

Spectral-Spatial Synergistic Guided Network for Hyperspectral Salient Object Detection

Yanyan Peng, Tingfa Xu, Yao Xiao, Peifu Liu, Shuyan Bai, Fengxiang Xu, et al.

Hyperspectral salient object detection aims to identify visually salient regions from hyperspectral images. Existing methods often fail because they fundamentally misunderstand the data, confusing incidental spectral variations caused by external factors such as illumination with…

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arxivcs.LG2026-07-06

Target-Guided Selective Reweighting for Physics-Informed Neural Network Inverse Problems: A Transfer Learning Approach

Qian Hu, Bin Fan, Yao Xiao, Zhicheng Lin, Meixin Xiong

Physics-informed neural networks (PINNs) encounter ill-posed optimization, loss competition, and parameter compensation in partial differential equation (PDE) inverse problems. Transfer learning can reuse representations from source tasks, but direct fine-tuning may introduce neg…

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arxivcs.LG2026-07-01

How Early Is Early Enough? Design-Dependent Observation-Window Sufficiency in Subscription Churn Prediction

Xiao Han, Yao Xiao, Chenyu Wu, Tongchen Zhang

How many days of early behavior suffice for subscription churn prediction? In the public KKBox dataset, the early indicator of churn is typically an indicator of someone's contract status; however, when looking in the heavily churned manual-renewal segment, having access to early…

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