Methods › Graphs › Graph Models › BiGCN
Bi-Directional Graph Convolutional Network
BiGCN
Introduced by Tian Bian et al. in Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
4 shown of 4, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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BiGCN: Leveraging Cell and Gene Similarities for Single-cell Transcriptome Imputation with Bi-Graph Convolutional Networks 10 Apr 2024 · 1 repository
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User Preference-aware Fake News Detection 25 Apr 2021 · 2 repositories · arXiv:2104.12259Syntology ran 1 of 1 samples · 0 unverified
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BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network 14 Jan 2021 · 0 repositories · arXiv:2101.05519
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Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks 17 Jan 2020 · 2 repositories · arXiv:2001.06362
Tasks archive 2025-07-28
9 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Denoising | 1 |
| Fact Checking | 1 |
| Fake News Detection | 1 |
| Graph Classification | 1 |
| Graph Neural Network | 1 |
| Imputation | 1 |
| Link Prediction | 1 |
| Misinformation | 1 |
| Node Classification | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections