2 papers
cs.DC2025
Bingo: Radix-based Bias Factorization for Random Walk on Dynamic Graphs
Pinhuan Wang, Chengying Huan, Zhibin Wang +3
Random walks are a primary means for extracting information from large-scale graphs. While most real-world graphs are inherently dynamic, state-of-the-art random walk engines faile…
cs.LG2025
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks
Xiangfei Fang, Boying Wang, Chengying Huan +3
Hypergraph representation learning has garnered increasing attention across various domains due to its capability to model high-order relationships. Traditional methods often rely…