2024 "formal verification" Papers

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Autoformalizing Euclidean Geometry

Logan Murphy, Kaiyu Yang, Jialiang Sun et al.

ICML 2024posterarXiv:2405.17216

Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification

Yiming Meng, Ruikun Zhou, Amartya Mukherjee et al.

ICML 2024posterarXiv:2402.10119

VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees

Anahita Baninajjar, Ahmed Rezine, Amir Aminifar

ICML 2024posterarXiv:2312.09748