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Meta-data Study in Autism Spectrum Disorder Classification Based on Structural MRI


Jun 09, 2022
Ruimin Ma, Yanlin Wang, Yanjie Wei, Yi Pan


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Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder


Apr 07, 2022
Fangyu Zhang, Yanjie Wei, Jin Liu, Yanlin Wang, Wenhui Xi, Yi Pan

* 15 pages, 11 figures 

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Generative Adversarial Networks: A Survey Towards Private and Secure Applications


Jun 07, 2021
Zhipeng Cai, Zuobin Xiong, Honghui Xu, Peng Wang, Wei Li, Yi Pan


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Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks


May 21, 2021
Thosini Bamunu Mudiyanselage, Nipuna Senanayake, Chunyan Ji, Yi Pan, Yanqing Zhang


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Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates


May 10, 2021
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan

* To appear in IEEE Journal on Selected Areas in Communications 

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Infant Vocal Tract Development Analysis and Diagnosis by Cry Signals with CNN Age Classification


Apr 23, 2021
Chunyan Ji, Yi Pan


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Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems


Apr 19, 2021
Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tur, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang

* NAACL 2021 System Demonstrations Track 

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Infant Cry Classification with Graph Convolutional Networks


Jan 31, 2021
Chunyan Ji, Ming Chen, Bin Li, Yi Pan


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PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks


Sep 24, 2020
Xueli Xiao, Chunyan Ji, Thosini Bamunu Mudiyanselage, Yi Pan


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