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@tmlr-group

TMLR Group

Trustworthy Machine Learning and Reasoning Group

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. 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 51 1

  2. BITTA BITTA Public

    Forked from super-jw/BITTA

    [ICLR 2026] "Bilateral Information-aware Test-time Adaptation for Vision-Language Models"

    Python 2

  3. ConV ConV Public

    Forked from junz-debug/ConV

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

    Python 10

  4. AlignMI AlignMI Public

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

    Python 3

  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

Repositories

Showing 10 of 118 repositories
  • AlphaApollo Public

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

    tmlr-group/AlphaApollo’s past year of commit activity
    Python 26 Apache-2.0 6 1 0 Updated Mar 4, 2026
  • LoT-2026 Public Forked from chxliou/LoT-2026

    [ICLR 2026] "On the Thinking-Language Modeling Gap in Large Language Models"

    tmlr-group/LoT-2026’s past year of commit activity
    Python 2 1 0 0 Updated Mar 3, 2026
  • RePO Public

    [ICLR 2026] "Reference-guided Policy Optimization for Molecular Optimization via LLM Reasoning"

    tmlr-group/RePO’s past year of commit activity
    Python 1 0 0 0 Updated Mar 2, 2026
  • TARF Public Forked from ZFancy/TARF

    [ICLR 2026] "Decoupling the Class Label and the Target Concept in Machine Unlearning"

    tmlr-group/TARF’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Feb 27, 2026
  • MAD-MM Public Forked from HongduanTian/MAD-MM

    [ICLR 2026] "Multi-Agent Debate with Memory Masking"

    tmlr-group/MAD-MM’s past year of commit activity
    Python 2 2 0 0 Updated Feb 26, 2026
  • TADS Public Forked from haochenglouis/TADS

    [ICLR 2026] "Task-Aware Data Selection via Proxy-Label Enhanced Distribution Matching for LLM Finetuning"

    tmlr-group/TADS’s past year of commit activity
    Python 0 1 0 0 Updated Feb 25, 2026
  • CARPRT Public Forked from ruijdong97/CARPRT

    [ICLR 2026] "CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Black-Box Vision-Language Models"

    tmlr-group/CARPRT’s past year of commit activity
    Python 1 1 0 0 Updated Feb 24, 2026
  • TIF_LossDiff-IRM Public Forked from resistzzz/TIF_LossDiff-IRM

    [ICLR 2026] "Towards Understanding Valuable Preference Data for Large Languge Model Alignment"

    tmlr-group/TIF_LossDiff-IRM’s past year of commit activity
    Shell 1 1 0 0 Updated Feb 23, 2026
  • BITTA Public Forked from super-jw/BITTA

    [ICLR 2026] "Bilateral Information-aware Test-time Adaptation for Vision-Language Models"

    tmlr-group/BITTA’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Feb 13, 2026
  • RewardFlow Public
    tmlr-group/RewardFlow’s past year of commit activity
    0 0 0 0 Updated Feb 12, 2026

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