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@Verified-Intelligence @UCLA-CS-35L

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  1. Verified-Intelligence/auto_LiRPA Public

    auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

    Python 304 86

  2. Verified-Intelligence/alpha-beta-CROWN Public

    alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)

    Python 276 70

  3. Fast-Certified-Robust-Training Public

    [NeurIPS 2021] Fast Certified Robust Training with Short Warmup

    Python 24 2

  4. YihanWang617/llm-jailbreaking-defense Public

    A lightweight library for large laguage model (LLM) jailbreaking defense.

    Python 51 4

  5. DialogueDiscourseParsing Public

    [AAAI 2019] Code for paper "A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues"

    Python 76 4

  6. Robustness-Verification-for-Transformers Public

    [ICLR 2020] Code for paper "Robustness Verification for Transformers"

    Python 27 2