Yue-Heng Sun

When Evidence Falls Short: Router-Guided Fake News Detection with Pattern Augmentation

With the growing complexity of online information, trustworthy fake news detection has become increasingly critical. Although Large Language Models (LLMs) exhibit a strong ability to leverage factual evidence for verification, they remain highly vulnerable to unreliable, noisy, or scarce evidence, undermining robustnes...