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Xingyu Xia

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2025

Enhanced Expert Merging for Mixture-of-Experts in Graph Foundation Models

Graph foundation models (GFMs) have emerged as a promising paradigm for learning transferable knowledge across diverse graph-structured data. The inherent heterogeneity in features and graph structures poses significant challenges for building scalable and generalizable GFMs. Existing research has employed mixture-of-e...

Lei Liu, Xingyu Xia, Qianqian Xie et al. · 4 citations

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