Author

Florian Seiffarth

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On the Edit Path to GNN Decisions

This work-in-progress paper proposes graph edit paths as a controlled tool for probing how GNN predictions respond to structural and attribute-level edits, and develops heuristics for generating edit paths and evaluates standard GNNs along these paths, quantifying their sensitivity to different types of edits.

Florian Seiffarth · 0 citations