Author

Xing-Cheng Fu

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Book Open access Aug 2026

2nd Workshop on Frontiers in Graph Machine Learning for the Large Model Era

This workshop explores how graph learning can support emerging challenges in knowledge reasoning, temporal and multi-hop inference, and AI systems and investigates how advances in representation learning, structure-aware generalization, and efficient graph processing can contribute to trustworthy and scalable AI system...

Qing-Yun Sun, Zi-Wei Zhang, Xing-Cheng Fu et al. · Proceedings of the 32nd ACM... · 0 citations

Preprint Aug 2026

Does More Retrieved Evidence Help Visual Retrieval-Augmented Generation with Diffusion Language Models?

It is shown that broader retrieval benefits visual DLM-RAG through selective evidence admission rather than unconditional evidence expansion, and the Entropy-Based Candidate Filter (ECF), a training-free evidence-admission framework is proposed, shows that broader retrieval benefits visual DLM-RAG through selective evi...

Jiankun Wang, Yi-Sen Gao, Zi-Wei Zhang et al. · 0 citations