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 125 repositories
- RewardFlow Public
[arXiv:2603.18859] "RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Models"
tmlr-group/RewardFlow’s past year of commit activity - CoDaPO Public
[ICML 2026] "The Easy, the Hard, and the Learnable: Confidence and Difficulty-Adaptive Policy Optimization for LLM Reasoning"
tmlr-group/CoDaPO’s past year of commit activity - AMD Public Forked from zhijianzhouml/AMD
Reproducibility code for AMD: Anchor-based Maximum Discrepancy for Relative Similarity Testing
tmlr-group/AMD’s past year of commit activity - AgentHijack Public Forked from super-jw/AgentHijack
[ICML 2026] "AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions"
tmlr-group/AgentHijack’s past year of commit activity - landscape-of-thoughts Public
[ICLR 2026] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"
tmlr-group/landscape-of-thoughts’s past year of commit activity - TriMem Public
[arXiv:2605.19952] "Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory"
tmlr-group/TriMem’s past year of commit activity - tmlr-group.github.io Public
tmlr-group/tmlr-group.github.io’s past year of commit activity
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