Search Results for author: Xiaolong Shi

Found 2 papers, 0 papers with code

On the Onset of Robust Overfitting in Adversarial Training

no code implementations1 Oct 2023 Chaojian Yu, Xiaolong Shi, Jun Yu, Bo Han, Tongliang Liu

Adversarial Training (AT) is a widely-used algorithm for building robust neural networks, but it suffers from the issue of robust overfitting, the fundamental mechanism of which remains unclear.

Adversarial Robustness Data Augmentation

A universal DNA computing model for solving NP-hard subset problems

no code implementations14 Nov 2022 Enqiang Zhu, Xianhang Luo, Chanjuan Liu, Xiaolong Shi, Jin Xu

Although DNA computing has been exploited to solve various intractable computational problems, such as the Hamiltonian path problem, SAT problem, and graph coloring problem, there has been little discussion of designing universal DNA computing-based models, which can solve a class of problems.

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