Search Results for author: Qinghe Liu

Found 2 papers, 1 papers with code

Medical Federated Model with Mixture of Personalized and Sharing Components

1 code implementation26 Jun 2023 Yawei Zhao, Qinghe Liu, Xinwang Liu, Kunlun He

Comparing with 13 existing related methods, the proposed method successfully achieves the best model performance, and meanwhile up to 60% improvement of communication efficiency.

Federated Learning Tumor Segmentation

Robust Graph Learning Under Wasserstein Uncertainty

no code implementations10 May 2021 Xiang Zhang, Yinfei Xu, Qinghe Liu, Zhicheng Liu, Jian Lu, Qiao Wang

To this end, we propose a graph learning framework using Wasserstein distributionally robust optimization (WDRO) which handles uncertainty in data by defining an uncertainty set on distributions of the observed data.

Graph Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.