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TMLR Group

Trustworthy Machine Learning and Reasoning Group
README.md

Trustworthy Machine Learning and Reasoning (TMLR) Group, an online-offline-mixed machine learning research group, locates in different cities, including Hong Kong, Melbourne, Shanghai, Nottingham and Sydney. We share the vision for the future ML technology: building trustworthy learning and reasoning algorithms, theories and systems.

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  1. AlphaApollo AlphaApollo Public

    [arXiv:2510.06261] "AlphaApollo: A System for Deep Agentic Reasoning"

    Python 42 9

  2. Co-rewarding Co-rewarding Public

    Forked from resistzzz/Co-rewarding

    [ICLR 2026] "Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models"

    Python 54 1

  3. ConV ConV Public

    Forked from junnie00/ConV

    [NeurIPS 2025 Spotlight] "Detecting Generated Images by Fitting Natural Image Distributions"

    Python 12

  4. AlignMI AlignMI Public

    [NeurIPS 2025] "Generative Model Inversion Through the Lens of the Manifold Hypothesis"

    Python 4

  5. AR-Bench AR-Bench Public

    [ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"

    Python 49 4

  6. DAD DAD Public

    Forked from JiachengZ01/DAD

    [ICML 2025] "One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy"

    Python 2

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