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
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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 - 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 - 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 - 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 - 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 - 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 - WePe Public Forked from junz-debug/WePe
[NeurIPS 2025] "Epistemic Uncertainty for Generated Image Detection"
tmlr-group/WePe’s past year of commit activity
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