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Improving Convergence for Nonconvex Composite Programming

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

* 10 pages, 2 figures 

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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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LSOTB-TIR:A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark

Aug 03, 2020
Qiao Liu, Xin Li, Zhenyu He, Chenglong Li, Jun Li, Zikun Zhou, Di Yuan, Jing Li, Kai Yang, Nana Fan, Feng Zheng

* accepted by ACM Mutlimedia Conference, 2020 

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Communication-Efficient Edge AI Inference Over Wireless Networks

Apr 28, 2020
Kai Yang, Yong Zhou, Zhanpeng Yang, Yuanming Shi


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Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface

Apr 13, 2020
Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen

* This work has been accepted by the IEEE Network Magazine for publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Communication-Efficient Edge AI: Algorithms and Systems

Feb 22, 2020
Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled B. Letaief

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression

Dec 04, 2019
Kai Yang, Tao Fan, Tianjian Chen, Yuanming Shi, Qiang Yang


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Inexact Primal-Dual Gradient Projection Methods for Nonlinear Optimization on Convex Set

Nov 18, 2019
Fan Zhang, Hao Wang, Jiashan Wang, Kai Yang

* 25 pages, 7 tables 

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Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference

Jul 29, 2019
Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding


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Group-wise Correlation Stereo Network

Mar 10, 2019
Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, Hongsheng Li

* accepted to CVPR 2019 

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Federated Learning via Over-the-Air Computation

Jan 04, 2019
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding


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Multi-task Prediction of Patient Workload

Dec 27, 2018
Mohammad Hessam Olya, Dongxiao Zhu, Kai Yang


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Effective Feature Learning with Unsupervised Learning for Improving the Predictive Models in Massive Open Online Courses

Dec 18, 2018
Mucong Ding, Kai Yang, Dit-Yan Yeung, Ting-Chuen Pong

* 10 pages, 13 figures, accepted at LAK'19 

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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Oct 25, 2018
Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev

* EMNLP 2018, Long Paper 

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SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task

Oct 25, 2018
Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, Dragomir Radev

* EMNLP 2018, Long Paper 

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Active Learning for Wireless IoT Intrusion Detection

Aug 04, 2018
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang

* 7 pages, 4 figures, accepted by IEEE Wireless Communications 

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Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction

Jun 06, 2018
Chun-kit Yeung, Zizheng Lin, Kai Yang, Dit-yan Yeung

* 10 pages; Career prediction; Knowledge tracing; Machine learning 

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A Deep Active Survival Analysis Approach for Precision Treatment Recommendations: Application of Prostate Cancer

Apr 10, 2018
Milad Zafar Nezhad, Najibesadat Sadati, Kai Yang, Dongxiao Zhu

* Expert Systems with Applications Volume 115, January 2019, Pages 16-26 

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A Predictive Approach Using Deep Feature Learning for Electronic Medical Records: A Comparative Study

Jan 06, 2018
Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang

* arXiv admin note: text overlap with arXiv:1704.05960 

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SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine

Sep 26, 2017
Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang, Phillip Levy


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SAFS: A Deep Feature Selection Approach for Precision Medicine

Apr 20, 2017
Milad Zafar Nezhad, Dongxiao Zhu, Xiangrui Li, Kai Yang, Phillip Levy


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Autoencoder Regularized Network For Driving Style Representation Learning

Jan 05, 2017
Weishan Dong, Ting Yuan, Kai Yang, Changsheng Li, Shilei Zhang


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A predictive analytics approach to reducing avoidable hospital readmission

Mar 12, 2014
Issac Shams, Saeede Ajorlou, Kai Yang

* 30 pages, 4 figures, 7 tables 

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