2 papers
cs.LG2026
Lyapunov Stable Graph Neural Flow
Haoyu Chu, Xiaotong Chen, Wei Zhou +4
Graph Neural Networks (GNNs) are highly vulnerable to adversarial perturbations in both topology and features, making the learning of robust representations a critical challenge. I…
cs.CV2024
Automatic Spectral Calibration of Hyperspectral Images:Method, Dataset and Benchmark
Zhuoran Du, Shaodi You, Cheng Cheng +1
Hyperspectral image (HSI) densely samples the world in both the space and frequency domain and therefore is more distinctive than RGB images. Usually, HSI needs to be calibrated to…