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@ASTRAL-Group

ASTRAL Group @ UIUC

ASsured and TRustworthy AI research Lab @ University of Illinois Urbana-Champaign (UIUC), led by Prof. Huan Zhang

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  1. AlphaOne AlphaOne Public

    [EMNLP 2025 Main] AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

    Python 89 5

  2. ASTRA ASTRA Public

    [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks"

    Python 47 2

  3. data-efficient-llm-rl data-efficient-llm-rl Public

    Python 33

  4. LoRe LoRe Public

    When Reasoning Meets Its Laws

    Python 33 3

  5. BDC-mitigation-assessment BDC-mitigation-assessment Public

    [ICML 2025] Official implementation for "The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination"

    Python 14

  6. SVIP SVIP Public

    SVIP: Towards Verifiable Inference of Open-Source Large Language Models

    Python 13 1

Repositories

Showing 9 of 9 repositories
  • LoRe Public

    When Reasoning Meets Its Laws

    ASTRAL-Group/LoRe’s past year of commit activity
    Python 33 3 1 0 Updated Jan 1, 2026
  • ASTRAL-Group/data-efficient-llm-rl’s past year of commit activity
    Python 33 0 0 0 Updated Dec 1, 2025
  • LRM_Conta_Detection_Arena Public

    Official implementation for "On the Fragility of Benchmark Contamination Detection in Reasoning Models"

    ASTRAL-Group/LRM_Conta_Detection_Arena’s past year of commit activity
    Jupyter Notebook 10 0 0 0 Updated Oct 9, 2025
  • ZO_Fine_tuner Public
    ASTRAL-Group/ZO_Fine_tuner’s past year of commit activity
    Python 1 0 0 0 Updated Oct 7, 2025
  • DecepChain Public

    Official implementation for "DecepChain: Inducing Deceptive Reasoning in Large Language Models"

    ASTRAL-Group/DecepChain’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Oct 5, 2025
  • ASTRA Public

    [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks"

    ASTRAL-Group/ASTRA’s past year of commit activity
    Python 47 2 1 0 Updated Jul 5, 2025
  • AlphaOne Public

    [EMNLP 2025 Main] AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

    ASTRAL-Group/AlphaOne’s past year of commit activity
    Python 89 5 1 0 Updated Jun 10, 2025
  • SVIP Public

    SVIP: Towards Verifiable Inference of Open-Source Large Language Models

    ASTRAL-Group/SVIP’s past year of commit activity
    Python 13 1 0 0 Updated Jun 3, 2025
  • BDC-mitigation-assessment Public

    [ICML 2025] Official implementation for "The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination"

    ASTRAL-Group/BDC-mitigation-assessment’s past year of commit activity
    Python 14 0 0 0 Updated May 23, 2025

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