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Zelei Liu

3 accepted papers

2025

IMQC: A Large Language Model Platform for Medical Quality Control

AAAI 2025technical

Medical quality control (MQC) indicators are essential for evaluating the performance of healthcare institutions to ensure high-quality patient care. In this paper, we report the design, implementation, and deployment of the Intelligent EMR-LLM platform for Medical Quality Control (IMQC), a large la…

2023

Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout

AAAI 2023technical

Artificial intelligence (AI)-empowered industrial fault diagnostics is important in ensuring the safe operation of industrial applications. Since complex industrial systems often involve multiple industrial plants (possibly belonging to different companies or subsidiaries) with sensitive data collec…

Cited by 7SourcePDFScholar
2020

A Multi-player Game for Studying Federated Learning Incentive Schemes

IJCAI 2020poster

Federated Learning (FL) enables participants to "share'' their sensitive local data in a privacy preserving manner and collaboratively build machine learning models. In order to sustain long-term participation by high quality data owners (especially if they are businesses), FL systems need to provid…

Cited by 0SourcePDFScholar