Author

Xingcheng Fu

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Book Open access Aug 2026

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

The "2nd Frontiers in Graph Machine Learning for the Large Model Era (GMLLM'26)" workshop focuses on advancing graph machine learning (GML) techniques in the context of large-scale foundation models. Graphs offer a principled way to represent structured and relational data, making them essential for capturing complex d...

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?

Visual retrieval-augmented generation (RAG) commonly expands the retrieved evidence set to improve answer-page coverage, implicitly assuming that all available evidence should be passed to the generator. We show that this assumption does not hold for diffusion language models (DLMs): retrieving more pages increases ans...

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