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cs.LG2025★ 1 cited
Get Global Guarantees: On the Probabilistic Nature of Perturbation Robustness
Wenchuan Mu, Kwan Hui Lim
In safety-critical deep learning applications, robustness measures the ability of neural models that handle imperceptible perturbations in input data, which may lead to potential s…
cs.IR2025
A Social Data-Driven System for Identifying Estate-related Events and Topics
Wenchuan Mu, Menglin Li, Kwan Hui Lim
Social media platforms such as Twitter and Facebook have become deeply embedded in our everyday life, offering a dynamic stream of localized news and personal experiences. The ubiq…