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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 G-effect Public

    Forked from QizhouWang/G-effect

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

    Python 7

  2. AttrVR 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 NoisyRationales Public

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

    Python 34 2

  4. BayesianLM BayesianLM Public

    Forked from caichengyi/BayesianLM

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

    Python 9 1

  5. EOE EOE Public

    Forked from Aboriginer/EOE

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

    Python 12

  6. WCA 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 83 repositories
  • W-DOE Public Forked from QizhouWang/W-DOE

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

    tmlr-group/W-DOE’s past year of commit activity
    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

    tmlr-group/AttrVR’s past year of commit activity
    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"

    tmlr-group/HPFL’s past year of commit activity
    Python 0 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"

    tmlr-group/G-effect’s past year of commit activity
    Python 7 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"

    tmlr-group/ZS-NTTA’s past year of commit activity
    Python 5 1 0 0 Updated Feb 22, 2025
  • FABFlex Public Forked from resistzzz/FABFlex

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

    tmlr-group/FABFlex’s past year of commit activity
    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"

    tmlr-group/EOE’s past year of commit activity
    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?"

    tmlr-group/NoisyRationales’s past year of commit activity
    Python 34 2 0 0 Updated Jan 16, 2025
  • Awesome-model-inversion-attack Public Forked from AndrewZhou924/Awesome-model-inversion-attack

    [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"

    tmlr-group/Awesome-model-inversion-attack’s past year of commit activity
    1 11 0 0 Updated Jan 5, 2025
  • SCIE Public Forked from dsubuntu/SCIE

    [AAAI 2025] "Eliciting Causal Abilities in Large Language Models for Reasoning Tasks"

    tmlr-group/SCIE’s past year of commit activity
    Python 1 1 0 0 Updated Dec 23, 2024
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