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TCBERT: A Technical Report for Chinese Topic Classification BERT


Nov 21, 2022
Ting Han, Kunhao Pan, Xinyu Chen, Dingjie Song, Yuchen Fan, Xinyu Gao, Ruyi Gan, Jiaxing Zhang


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POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices


May 17, 2022
Xinyu Chen, Renjie Li, Yueyao Yu, Yuanwen Shen, Wenye Li, Zhaoyu Zhang, Yin Zhang

* 16 pages, 15 figures, 3 tables 

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NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results


May 11, 2022
Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu1, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoğlu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gaoand Dengwen Zhouand Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Dengwen Zhou, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang

* Validation code of the baseline model is available at https://github.com/ofsoundof/IMDN. Validation of all submitted models is available at https://github.com/ofsoundof/NTIRE2022_ESR 

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Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting


Mar 20, 2022
Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun

* Data and Python codes: https://github.com/xinychen/tracebase 

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A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts


Feb 01, 2022
Xinyu Chen, Ian Beaver

* Submitted to The Thirty-Fourth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-22) 

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A Flexible Clustering Pipeline for Mining Text Intentions


Feb 01, 2022
Xinyu Chen, Ian Beaver

* Submitted to WWW '22: The Web Conference 2022. arXiv admin note: substantial text overlap with arXiv:2202.00802 

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Ultralow complexity long short-term memory network for fiber nonlinearity mitigation in coherent optical communication systems


Aug 12, 2021
Hao Ming, Xinyu Chen, Xiansong Fang, Lei Zhang, Chenjia Li, Fan Zhang


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Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation


Apr 30, 2021
Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun


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Scalable Low-Rank Autoregressive Tensor Learning for Spatiotemporal Traffic Data Imputation


Aug 07, 2020
Xinyu Chen, Yixian Chen, Lijun Sun


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Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting


Jul 17, 2020
Pu Ren, Xinyu Chen, Lijun Sun, Hao Sun

* 25 pages; 14 figures 

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