With the development of the Mobile Internet, more and more people create and release multi-modal posts on social media platforms. Fake news detection has become an increasingly challenging task.

Users rely heavily on social media to consume and share news, facilitating the mass dis-semination of genuine and fake stories. The proliferation of misinformation on various social media platforms ...