"neural network verification" Papers

6 papers found

Filters:neural network verification Clear all

Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Scalable Neural Network Geometric Robustness Validation via Hölder Optimisation

Yanghao Zhang, Panagiotis Kouvaros, Alessio Lomuscio

NeurIPS 2025poster

Two‑Stage Learning of Stabilizing Neural Controllers via Zubov Sampling and Iterative Domain Expansion

Haoyu Li, Xiangru Zhong, Bin Hu et al.

NeurIPS 2025spotlightarXiv:2506.01356

DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction

Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

AAAI 2024paperarXiv:2303.01141

Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation

Lujie Yang, Hongkai Dai, Zhouxing Shi et al.

ICML 2024poster

Trustless Audits without Revealing Data or Models

Suppakit Waiwitlikhit, Ion Stoica, Yi Sun et al.

ICML 2024posterarXiv:2404.04500

VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees

Anahita Baninajjar, Ahmed Rezine, Amir Aminifar

ICML 2024poster