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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. G-effect Public

    Forked from QizhouWang/G-effect

    [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"

    Python 8

  2. AttrVR Public

    Forked from caichengyi/AttrVR

    [ICLR 2025] "Attribute-based Visual Reprogramming for Vision-Language Models" Official Website: https://github.com/tmlr-group/AttrVR

    Python 2

  3. NoisyRationales Public

    [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

    Python 35 2

  4. BayesianLM Public

    Forked from caichengyi/BayesianLM

    [NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"

    Python 9 1

  5. EOE Public

    Forked from Aboriginer/EOE

    [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

    Python 12

  6. WCA Public

    Forked from JinhaoLee/WCA

    [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

    Python 49 3

Repositories

Showing 10 of 85 repositories
  • Unlearning-with-Control Public

    [ICLR 2025] "Towards Effective Evaluations and Comparisons for LLM Unlearning Methods"

    Python 0 0 0 0 Updated Mar 24, 2025
  • landscape-of-thoughts Public

    [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"

    1 0 0 0 Updated Mar 14, 2025
  • W-DOE Public Forked from QizhouWang/W-DOE

    [TPAMI 2025] "W-DOE: Wasserstein Distribution-agnostic Outlier Exposure"

    Python 0 1 0 0 Updated Mar 5, 2025
  • AttrVR Public Forked from caichengyi/AttrVR

    [ICLR 2025] "Attribute-based Visual Reprogramming for Vision-Language Models" Official Website: https://github.com/tmlr-group/AttrVR

    Python 2 MIT 1 0 0 Updated Feb 28, 2025
  • HPFL Public Forked from shenlei515/HPFL

    [ICLR 2025] "Hot-pluggable Federated Learning: Briding General and Personalized FL via Dynamic Selection"

    Python 1 1 0 0 Updated Feb 28, 2025
  • G-effect Public Forked from QizhouWang/G-effect

    [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"

    Python 8 1 0 0 Updated Feb 27, 2025
  • ZS-NTTA Public Forked from Aboriginer/ZS-NTTA

    [ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"

    Python 5 1 0 0 Updated Feb 22, 2025
  • FABFlex Public Forked from resistzzz/FABFlex

    [ICLR 2025] "Fast and Accurate Blind Flexible Docking"

    Python 4 1 0 0 Updated Feb 16, 2025
  • EOE Public Forked from Aboriginer/EOE

    [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

    Python 12 1 0 0 Updated Feb 15, 2025
  • NoisyRationales Public

    [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

    Python 35 2 0 0 Updated Jan 16, 2025
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People

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