{"url":"/task/local-community-detection","name":"Local Community Detection","slug":"local-community-detection","description_markdown":null,"categories":[{"name":"Graphs","url":"/area/graphs"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"derived"},"counts":{"papers_tagged":9,"papers_with_code":4,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":0,"subtasks":0,"parent_tasks":1},"benchmarks":[],"datasets":[],"subtasks":[],"parent_tasks":[{"url":"/task/community-detection","name":"Community Detection"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":4,"of":4,"tagged_in_all":9,"items":[{"url":"/paper/deep-autoencoder-like-nonnegative-matrix","title":"Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection","date":"2018-10-22","arxiv_id":null,"repositories_listed":2,"syntology":null},{"url":"/paper/lgde-local-graph-based-dictionary-expansion","title":"LGDE: Local Graph-based Dictionary Expansion","date":"2024-05-13","arxiv_id":"2405.07764","repositories_listed":1,"syntology":null},{"url":"/paper/random-walk-on-multiple-networks","title":"Random Walk on Multiple Networks","date":"2023-07-04","arxiv_id":"2307.01637","repositories_listed":1,"syntology":null},{"url":"/paper/generative-models-for-local-network-community","title":"Generative models for local network community detection","date":"2018-04-12","arxiv_id":"1804.04469","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-25T09:33:49+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}