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GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning


Sep 05, 2021
Zelei Liu, Yuanyuan Chen, Han Yu, Yang Liu, Lizhen Cui


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FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images


Apr 05, 2021
Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen

* Accepted by Medical Image Analysis 

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HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks


Mar 01, 2021
Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao


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RPN: A Residual Pooling Network for Efficient Federated Learning


Jan 23, 2020
Anbu Huang, Yuanyuan Chen, Yang Liu, Tianjian Chen, Qiang Yang

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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FedVision: An Online Visual Object Detection Platform Powered by Federated Learning


Jan 17, 2020
Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang


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FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images


Jul 28, 2019
Yunhe Gao, Rui Huang, Ming Chen, Zhe Wang, Jincheng Deng, Yuanyuan Chen, Yiwei Yang, Jie Zhang, Chanjuan Tao, Hongsheng Li

* MICCAI 2019 

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mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation


May 24, 2019
Dayiheng Liu, Xu Yang, Feng He, Yuanyuan Chen, Jiancheng Lv

* To appear in the ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 

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