Clean-Anchor Alignment: Toward Robust and Stable Graph Neural Networks
Graph neural networks (GNNs) are sensitive to small, plausible changes in structure and node features that frequently occur in real data. We formalize robustness as neighborhood stability: the model should yield the same output in a reasonable disturbance range around each clean graph and propose a...
সংরক্ষণ করুন:
| প্রধান লেখক: | , , , |
|---|---|
| বিন্যাস: | Artigo |
| ভাষা: | Inglês |
| প্রকাশিত: |
IEEE
2026-01-01
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| মালা: | IEEE Access |
| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | https://ieeexplore.ieee.org/document/11366644/ |
| ট্যাগগুলো: |
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