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cs.LG2025★ 1 cited
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
Hao Li, Hao Wan, Yuzhou Chen +3
Dynamic graphs evolve continuously, presenting challenges for traditional graph learning due to their changing structures and temporal dependencies. Recent advancements have shown…
cs.LG2024
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs
Hao Li, Hao Jiang, Jiajun Fan +2
Persistent homology, a fundamental technique within Topological Data Analysis (TDA), captures structural and shape characteristics of graphs, yet encounters computational difficult…