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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- RewardFlow Public
RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Models
tmlr-group/RewardFlow’s past year of commit activity - RePO Public
[ICLR 2026] "Reference-guided Policy Optimization for Molecular Optimization via LLM Reasoning"
tmlr-group/RePO’s past year of commit activity - 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 - 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
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