Add a new paper

[zhongjian-zhang]

Hi ,

Thank you so much for making this great repo!

We have recently published a paper titled "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? ". This paper firstly explore the potential of large language models (LLMs) in addressing the problem of adversarial robustness of graphs, where LLMs as a strong defender.

We would greatly appreciate it if you could include this paper in your repository.

• (2024.8) [Arxiv' 2024] Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? [[Paper](https://arxiv.org/pdf/2408.08685)]