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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. AlphaApolloAlphaApolloPublic

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

    Python 50 13

  2. CoDaPOCoDaPOPublic

    [ICML 2026] "The Easy, the Hard, and the Learnable: Confidence and Difficulty-Adaptive Policy Optimization for LLM Reasoning"

    Python 3

  3. COCACOCAPublic

    [ICML 2026] "Concept Concentration for Faithful Representation Intervention"

    Python 1

  4. Co-rewardingCo-rewardingPublic

    Forked from resistzzz/Co-rewarding

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

    Python 58 1

  5. ConVConVPublic

    Forked from junnie00/ConV

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

    Python 13

  6. AlignMIAlignMIPublic

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

    Python 5

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