Yong Xie

Efficient Continual Pre-training for Building Domain Specific Large Language Models

2023 · arXiv (Cornell University)

Large language models (LLMs) have demonstrated remarkable open-domain capabilities. LLMs tailored for a domain are typically trained entirely on domain corpus to excel at handling domain-specific tasks. In this work, we explore an alternative strategy …

Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks

2025

As deep learning models are increasingly deployed in safety-critical applications, evaluating their vulnerabilities to adversarial perturbations is essential for ensuring their reliability and trustworthiness. Over the past decade, a large number of white-box adversarial robustness …