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cs.LG2025
Generalization Performance of Hypergraph Neural Networks
Yifan Wang, Gonzalo R. Arce, Guangmo Tong
Hypergraph neural networks have been promising tools for handling learning tasks involving higher-order data, with notable applications in web graphs, such as modeling multi-way hy…
cs.LG2024
Query-decision Regression between Shortest Path and Minimum Steiner Tree
Guangmo Tong, Peng Zhao, Mina Samizadeh
Considering a graph with unknown weights, can we find the shortest path for a pair of nodes if we know the minimal Steiner trees associated with some subset of nodes? That is, with…