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Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans

Feb 12, 2021
Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding

* Accepted by AAAI 2021, COVID-19, Neural Architecture Search, AutoML 

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TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition

Feb 09, 2021
Jinkai Zheng, Xinchen Liu, Chenggang Yan, Jiyong Zhang, Wu Liu, Xiaoping Zhang, Tao Mei

* Accepted by ISCAS 2021. 5 pages, 2 figures 

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Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans

Jan 26, 2021
Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu

* Neural Architecture Search, Evolutionary Algorithm, COVID-19, CT 

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AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text

Dec 18, 2020
Zhihong Shao, Zitao Liu, Jiyong Zhang, Zhongqin Wu, Minlie Huang

* Work in progress 

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Lane detection in complex scenes based on end-to-end neural network

Oct 26, 2020
Wenbo Liu, Fei Yan, Kuan Tang, Jiyong Zhang, Tao Deng

* Accepted by 2020 China Automation Congress (CAC) 

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Lane Detection Model Based on Spatio-Temporal Network with Double ConvGRUs

Aug 10, 2020
Jiyong Zhang, Tao Deng, Fei Yan, Wenbo Liu

* 13 pages, 9 figures, 8 tables, submitted to IEEE trans. journal 

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A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning

May 13, 2020
Zhongwu Xie, Weipeng Cao, Xizhao Wang, Zhong Ming, Jingjing Zhang, Jiyong Zhang

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Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems

May 14, 2019
Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings

* Accepted as a full paper at IJCAI 2019 

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3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting

Mar 03, 2019
Bing Yu, Mengzhang Li, Jiyong Zhang, Zhanxing Zhu

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