2 papers
cs.ET2026
MetaMorphQ: Physics-Based Metamorphic Testing of Variational Quantum Circuits
Ngoc Nhi Nguyen, John Le, Thai T. Vu +2
Variational Quantum Eigensolvers (VQEs) are central to quantum computing, yet testing them remains challenging due to the oracle problem: the ground-state energy they compute is it…
cs.CR2026
TGHE: Template-based Graph Homomorphic Encryption for Privacy-Preserving GNN Inference in Edge-Cloud Systems
Ngoc Bao Anh Le, Thai T. Vu, John Le +2
Existing homomorphic encryption (HE)-based GNN systems adopt a graph-centric paradigm that couples per-query cost to global graph size, limiting evaluations to at most ~20k nodes a…