2 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 2 cited
Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
Xin Zou, Weiwei Liu
Out-of-distribution (OOD) generalization has attracted increasing research attention in recent years, due to its promising experimental results in real-world applications. In this…
cs.LG2023★ 2 cited
Generalization Bounds for Adversarial Contrastive Learning
Xin Zou, Weiwei Liu
Deep networks are well-known to be fragile to adversarial attacks, and adversarial training is one of the most popular methods used to train a robust model. To take advantage of un…
math.NA2023
A novel class of linearly implicit energy-preserving schemes for conservative systems
Xicui Li, Bin Wang, Xin Zou
We consider a kind of differential equations d/dt y(t) = R(y(t))y(t) + f(y(t)) with energy conservation. Such conservative models appear for instance in quantum physics, engineerin…