"formal verification" Papers

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APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning

Azim Ospanov, Farzan Farnia, Roozbeh Yousefzadeh

NeurIPS 2025posterarXiv:2505.05758
8
citations

CLEVER: A Curated Benchmark for Formally Verified Code Generation

Amitayush Thakur, Jasper Lee, George Tsoukalas et al.

NeurIPS 2025posterarXiv:2505.13938
10
citations

VeriThoughts: Enabling Automated Verilog Code Generation using Reasoning and Formal Verification

Patrick Yubeaton, Andre Nakkab, Weihua Xiao et al.

NeurIPS 2025posterarXiv:2505.20302
5
citations

Autoformalizing Euclidean Geometry

Logan Murphy, Kaiyu Yang, Jialiang Sun et al.

ICML 2024poster

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

Yiming Meng, Ruikun Zhou, Amartya Mukherjee et al.

ICML 2024poster

VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees

Anahita Baninajjar, Ahmed Rezine, Amir Aminifar

ICML 2024poster