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hlecates/README.md

Hi, I’m Henry LeCates!

Mathematics & Computer Science
Amherst College

Research

Efficient Neural Network Verification @ Amherst College
Developing Luna, a C++ bound propagator for efficient neural network verification. Implements Interval Bound Propagation, DeepPoly/CROWN, and α-CROWN over general computational graphs, outperforming the state-of-the-art Python implementation on VNN-COMP 2025 benchmarks in both bound tightness and runtime.

Awarded the Computer Science Prize at Amherst College, recognizing the most outstanding honors thesis and contribution to the department.

📄 NEAT: The Luna Bound Propagator for Formal Analysis of Neural Networks — under review at SAS 2026 (with Dr. Haoze Wu).

Skills & Technologies

C++ Python Java JavaScript R PostgreSQL PyTorch pandas NumPy scikit-learn React Flask Git

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  1. luna luna Public

    Forked from ai-ar-research/luna

    Bound Propagator for Formal Analysis of Neural Networks

    C++