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.
TMLR Group
Trustworthy Machine Learning and Reasoning Group
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Repositories
Showing 10 of 109 repositories
- SAFT Public Forked from JiachengZ01/SAFT
[TMLR 2026] "Semantic-aware Adversarial Fine-tuning for CLIP"
tmlr-group/SAFT’s past year of commit activity - MRF_Calibration Public Forked from Daftstone/MRF_Calibration
[ICLR 2026] "Beyond Raw Detection Scores: Markov-Aware Calibration for Boosting Machine-Generated Text Detection"
tmlr-group/MRF_Calibration’s past year of commit activity - Co-rewarding Public Forked from resistzzz/Co-rewarding
[ICLR 2026] "Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models"
tmlr-group/Co-rewarding’s past year of commit activity - WePe Public Forked from junz-debug/WePe
[NeurIPS 2025] "Epistemic Uncertainty for Generated Image Detection"
tmlr-group/WePe’s past year of commit activity - 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 - 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 - 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
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