HyperPatch reformulates sequential n-ary knowledge editing as hypergraph manifold stability, using HGNN initialization, SimHash alignment plus Topological LoRA, and fused reasoning to achieve large H-Acc gains on MQuAKE benchmarks.
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HyperPatch: Sequential Knowledge Editing Under n-ary Structural Drift
HyperPatch reformulates sequential n-ary knowledge editing as hypergraph manifold stability, using HGNN initialization, SimHash alignment plus Topological LoRA, and fused reasoning to achieve large H-Acc gains on MQuAKE benchmarks.