Local Community Detection

Benchmarks archive 2025-07-28

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Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (9 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection
  22 Oct 2018 2 repositories listed
  Considering the complicated and diversified topology structures of real-world networks, it is highly possible that the mapping between the original network and the community membership space contains rather complex…
• LGDE: Local Graph-based Dictionary Expansion
  13 May 2024 1 repository listed
  The diffusion in the local graph manifold allows the exploration of the complex nonlinear geometry of word embeddings to capture word similarities based on paths of semantic association, over and above direct pairwise…
• Random Walk on Multiple Networks
  4 Jul 2023 1 repository listed
  To take advantage of rich information in multiple networks and make better inferences on entities, in this study, we propose random walk on multiple networks, RWM.
• Generative models for local network community detection
  12 Apr 2018 1 repository listed
  By assuming that the network is uniform, we can approximate the structure of unobserved parts of the network to obtain a method for local community detection.