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What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning

Jul 24, 2020
Hanbin Zhao, Hao Zeng, Xin Qin, Yongjian Fu, Hui Wang, Bourahla Omar, Xi Li


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FOCUS: Dealing with Label Quality Disparity in Federated Learning

Jan 29, 2020
Yiqiang Chen, Xiaodong Yang, Xin Qin, Han Yu, Biao Chen, Zhiqi Shen

* 7 pages 

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Automatic Testing and Falsification with Dynamically Constrained Reinforcement Learning

Oct 30, 2019
Xin Qin, Nikos Aréchiga, Andrew Best, Jyotirmoy Deshmukh


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FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

Jul 22, 2019
Yiqiang Chen, Jindong Wang, Chaohui Yu, Wen Gao, Xin Qin

* IJCAI-19 Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (IJCAI (FML)) 2019 

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