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Wu-Yang Yang

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Open access 2026

Scalable Parallel Verification of Quantized Neural Networks via MIQCP Optimization Encoding

Quantized Neural Networks are widely used in safety-critical systems due to their efficiency, yet they remain vulnerable to adversarial perturbations. Existing verification approaches based on the Big-<inline-formula> <tex-math notation="LaTeX">$M$ </tex-math></inline-formula> Mixed-Integer Linear Programming (MILP) su...

Shifu Yang, Wu-Yang Yang · 0 citations

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