Dashan Gao

FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation

May 09, 2023
Sheng Wan, Dashan Gao, Hanlin Gu, Daning Hu

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* Accepted by IJCNN2023

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Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack

Apr 08, 2023
Dashan Gao, Yunce Zhao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao

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* Paper accepted by the 2023 International Joint Conference on Neural Networks (IJCNN 2023)

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MobileInst: Video Instance Segmentation on the Mobile

Mar 30, 2023
Renhong Zhang, Tianheng Cheng, Shusheng Yang, Haoyi Jiang, Shuai Zhang, Jiancheng Lyu, Xin Li, Xiaowen Ying, Dashan Gao, Wenyu Liu, Xinggang Wang

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* Preprint. 12 pages, 7 figures

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Dense Network Expansion for Class Incremental Learning

Mar 22, 2023
Zhiyuan Hu, Yunsheng Li, Jiancheng Lyu, Dashan Gao, Nuno Vasconcelos

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* Accepted by CVPR2023

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A Survey on Heterogeneous Federated Learning

Oct 10, 2022
Dashan Gao, Xin Yao, Qiang Yang

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* 46 pages, 10 figures, 10 tables

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Privacy Threats Against Federated Matrix Factorization

Jul 03, 2020
Dashan Gao, Ben Tan, Ce Ju, Vincent W. Zheng, Qiang Yang

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* 6 pages, 2 figures, 1 table, Accepted for Workshop on Federated Learning for Data Privacy and Confidentiality in Conjunction with IJCAI 2020 (FL-IJCAI'20)

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Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention

Jun 15, 2020
Ce Ju, Ruihui Zhao, Jichao Sun, Xiguang Wei, Bo Zhao, Yang Liu, Hongshan Li, Tianjian Chen, Xinwei Zhang, Dashan Gao, Ben Tan, Han Yu, Yuan Jin

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* 4 pages, 3 figures, 1 table, Accepted for Workshop on Federated Learning for Data Privacy and Confidentiality in Conjunction with IJCAI 2020 (FL-IJCAI'20)

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Federated Transfer Learning for EEG Signal Classification

Apr 26, 2020
Ce Ju, Dashan Gao, Ravikiran Mane, Ben Tan, Yang Liu, Cuntai Guan

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* 6 pages, 2 figures, Accepted for IEEE Engineering in Medicine and Biology Society (EMBC) 2020

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Volumetric Attention for 3D Medical Image Segmentation and Detection

Apr 04, 2020
Xudong Wang, Shizhong Han, Yunqiang Chen, Dashan Gao, Nuno Vasconcelos

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* In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 175-184. Springer, Cham, 2019
* Accepted by MICCAI 2019

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Validating uncertainty in medical image translation

Feb 11, 2020
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass

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* IEEE ISBI 2020

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