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Heterogeneous Ultra-Dense Networks with Traffic Hotspots: A Unified Handover Analysis

Apr 07, 2022
He Zhou, Haibo Zhou, Jianguo Li, Kai Yang, Jianping An, Xuemin, Shen

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FedGBF: An efficient vertical federated learning framework via gradient boosting and bagging

Apr 03, 2022
Yujin Han, Pan Du, Kai Yang

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Iterative Correlation-based Feature Refinement for Few-shot Counting

Jan 22, 2022
Zhiyuan You, Kai Yang, Wenhan Luo, Xin Lu, Lei Cui, Xinyi Le

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Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost

Dec 08, 2021
Wuxing Xu, Hao Fan, Kaixin Li, Kai Yang

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Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning

May 20, 2021
Xiaolin Chen, Shuai Zhou, Kai Yang, Hao Fan, Zejin Feng, Zhong Chen, Hu Wang, Yongji Wang

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SiamCorners: Siamese Corner Networks for Visual Tracking

Apr 15, 2021
Kai Yang, Zhenyu He, Wenjie Pei, Zikun Zhou, Xin Li, Di Yuan, Haijun Zhang

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A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations

Apr 12, 2021
Yihan Pan, Zhenghang Xu, Jin Guang, Jingjing Sun, Chengwenjian Wang, Xuanming Zhang, Xinyun Chen, J. G. Dai, Yichuan Ding, Pengyi Shi, Hongxin Pan, Kai Yang, Song Wu

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Improving Convergence for Nonconvex Composite Programming

Oct 12, 2020
Kai Yang, Masoud Asgharian, Sahir Bhatnagar

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TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series

Oct 04, 2020
Yang Jiao, Kai Yang, Shaoyu Dou, Pan Luo, Sijia Liu, Dongjin Song

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