{"url":"/task/hypergraph-contrastive-learning","name":"Hypergraph Contrastive Learning","slug":"hypergraph-contrastive-learning","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":"archive_url"},"counts":{"papers_tagged":8,"papers_with_code":5,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"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":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/hypergraph-contrastive-learning-on-twitter","slug":"hypergraph-contrastive-learning-on-twitter","dataset":"Twitter-HyDrug-UR","dataset_url":"/dataset/twitter-hydrug-ur","rows_in_archive":1,"metrics":["Accuray"],"first_row_in_archive_order":{"model":"HyGCL-AdT","paper_title":"Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement","paper_url":"/paper/dual-level-hypergraph-contrastive-learning","paper_date":"2024-05-14","arxiv_id":null,"code_links":[{"title":"graphprojects/HyGCL-AdT","url":"https://github.com/graphprojects/HyGCL-AdT"}],"syntology":null}}],"datasets":[{"url":"/dataset/twitter-hydrug-ur","name":"Twitter-HyDrug-UR","full_name":"Twitter Hypergraph Drug for User Roles","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[{"url":"/task/hypergraph-representations","name":"Hypergraph representations"}],"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":5,"of":5,"tagged_in_all":8,"items":[{"url":"/paper/mmhcl-multi-modal-hypergraph-contrastive","title":"MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation","date":"2025-04-23","arxiv_id":"2504.16576","repositories_listed":1,"syntology":null},{"url":"/paper/dual-level-hypergraph-contrastive-learning","title":"Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement","date":"2024-05-14","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/fedhcdr-federated-cross-domain-recommendation","title":"FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling","date":"2024-03-05","arxiv_id":"2403.02630","repositories_listed":1,"syntology":null},{"url":"/paper/hypergraph-contrastive-learning-for-drug","title":"Hypergraph Contrastive Learning for Drug Trafficking Community Detection","date":"2023-12-01","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/augmentations-in-hypergraph-contrastive","title":"Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative","date":"2022-10-07","arxiv_id":"2210.03801","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":"2026-09-24T18:15:14+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"}}