Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation.

arXiv:2608.25922v2 Announce Type: replace-cross Abstract: GNN-based Knowledge Graph Question Answering (KGQA) pipelines process queries through four discrete stages: entity linking, subgraph retrieval, GNN reasoning, and answer generation. Standard robustness