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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. ConV ConV Public

    Forked from junz-debug/ConV

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

    Python 8

  2. AlignMI AlignMI Public

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

    Python 2

  3. AR-Bench AR-Bench Public

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

    Python 50 3

  4. DAD DAD Public

    Forked from JiachengZ01/DAD

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

    Python 2

  5. G-effect G-effect Public

    Forked from QizhouWang/G-effect

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

    Python 14 2

  6. 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 3

Repositories

Showing 10 of 106 repositories
  • IFR Public Forked from HongduanTian/IFR

    [IJCV 2025] "Cross-domain Few-shot Classification via Invariant-content Feature Reconstruction"

    tmlr-group/IFR’s past year of commit activity
    Python 0 1 0 0 Updated Jan 2, 2026
  • SFAT-Star Public Forked from ZFancy/SFAT-Star

    [TPAMI 2025] "Slack Federated Adversarial Training"

    tmlr-group/SFAT-Star’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Dec 28, 2025
  • MMD-HSIC-DUAL Public Forked from yeager20001118/MMD-HSIC-DUAL

    [NeurIPS 2025] "DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing"

    tmlr-group/MMD-HSIC-DUAL’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Dec 22, 2025
  • SatImp Public

    [ICML 2025] "Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning"

    tmlr-group/SatImp’s past year of commit activity
    Python 1 0 0 0 Updated Dec 19, 2025
  • ConV Public Forked from junz-debug/ConV

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

    tmlr-group/ConV’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Dec 18, 2025
  • ECON Public

    [ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"

    tmlr-group/ECON’s past year of commit activity
    Python 32 MIT 4 1 1 Updated Nov 23, 2025
  • FedGPS Public Forked from visitworld123/FedGPS

    [NeurIPS 2025] "FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning"

    tmlr-group/FedGPS’s past year of commit activity
    Python 0 MIT 2 0 0 Updated Nov 15, 2025
  • AlphaApollo Public

    [arXiv:2510.06261] "AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning"

    tmlr-group/AlphaApollo’s past year of commit activity
    HTML 14 1 1 0 Updated Oct 27, 2025
  • AlignMI Public

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

    tmlr-group/AlignMI’s past year of commit activity
    Python 2 0 0 0 Updated Oct 22, 2025
  • WePe Public Forked from junz-debug/WePe

    [NeurIPS 2025] "Epistemic Uncertainty for Generated Image Detection"

    tmlr-group/WePe’s past year of commit activity
    0 MIT 1 0 0 Updated Oct 22, 2025
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People

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