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Changhui Hu

3 accepted papers

2025

Complementary Graph Learning and Prompt-based Cross-modal Generation for Missing-modality Fake News Detection

ICASSP 2025accepted

Multi-modal fake news detection (MFND) has attracted increasing attention. However, due to information loading failure or access restriction, incomplete modality makes joint multi-modal information extraction be challenging. Existing MFND methods with missing-modality focus on specific missing-modal…

Cited by 0SourceScholar
2025

Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection

COLING 2025main

With the development of multimedia technology, online social media has become a major medium for people to access news, but meanwhile, it has also exacerbated the dissemination of multi-modal fake news. An automatic and efficient multi-modal fake news detection (MFND) method is urgently needed. Exis…

Cited by 0SourcePDFScholar
2025

Enhancing Federated Domain Adaptation via Multi-Granular Fine-Grained Alignment

ICASSP 2025accepted

Traditional unsupervised multi-source domain adaptation usually assumes that all source domain data can be utilized during training. Unfortunately, due to practical concerns such as privacy, data storage, and computational costs, data from different source domains are often isolated from each other.…

Cited by 0SourceScholar