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• TopoU-Net: a U-Net architecture for topological domains
  2026
• Topotein: Topological Deep Learning for Protein Representation Learning
  2025
• Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
  2025
• Persistent Homology Guided Force-Directed Graph Layouts
  2017
• Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs
  2018
• Fast and Scalable Complex Network Descriptor Using PageRank and Persistent Homology
  2020
• PageRank and The K-Means Clustering Algorithm
  2020
• Cell Complex Neural Networks
  2020
• Persistent Homology and Graphs Representation Learning
  2021
• Simplicial Complex Representation Learning
  2021
• Signal Processing on Cell Complexes
  2021
• Topological Deep Learning: Going Beyond Graph Data
  2022
• Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs
  2023
• Topo-MLP : A Simplicial Network Without Message Passing
  2023
• TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
  2024