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Streaming Adaptive Submodular Maximization


Aug 17, 2022
Shaojie Tang, Jing Yuan

* This paper has been accepted at The 16th International Conference on Algorithmic Aspects in Information and Management (AAIM 2022) 

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Partial-Monotone Adaptive Submodular Maximization


Jul 26, 2022
Shaojie Tang, Jing Yuan


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Group Fairness in Adaptive Submodular Maximization


Jul 07, 2022
Shaojie Tang, Jing Yuan


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A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images


Jun 07, 2022
Fubao Zhu, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Zhixin Jiang, Weihua Zhou

* 21 pages, 14 figures 

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Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning


May 30, 2022
Chengfei Lv, Chaoyue Niu, Renjie Gu, Xiaotang Jiang, Zhaode Wang, Bin Liu, Ziqi Wu, Qiulin Yao, Congyu Huang, Panos Huang, Tao Huang, Hui Shu, Jinde Song, Bin Zou, Peng Lan, Guohuan Xu, Fei Wu, Shaojie Tang, Fan Wu, Guihai Chen

* Accepted by OSDI 2022 

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On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems


Jan 24, 2022
Renjie Gu, Chaoyue Niu, Yikai Yan, Fan Wu, Shaojie Tang, Rongfeng Jia, Chengfei Lyu, Guihai Chen


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Constrained Stochastic Submodular Maximization with State-Dependent Costs


Nov 11, 2021
Shaojie Tang


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Partial-Adaptive Submodular Maximization


Nov 01, 2021
Shaojie Tang, Jing Yuan


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Submodular Optimization Beyond Nonnegativity: Adaptive Seed Selection in Incentivized Social Advertising


Sep 30, 2021
Shaojie Tang, Jing Yuan


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Federated Submodel Averaging


Sep 28, 2021
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lv, Yanghe Feng, Guihai Chen


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