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Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting


Mar 13, 2021
Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Conguri Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by NeurIPS 2020. 20 pages, 7 figures 

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Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees


Mar 07, 2021
Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai, Jing Yu, Yunhai Tong

* EACL2021 

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Evolving Attention with Residual Convolutions


Feb 20, 2021
Yujing Wang, Yaming Yang, Jiangang Bai, Mingliang Zhang, Jing Bai, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong


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AutoADR: Automatic Model Design for Ad Relevance


Oct 14, 2020
Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

* CIKM 2020 

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Multivariate Time-series Anomaly Detection via Graph Attention Network


Sep 04, 2020
Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by ICDM 2020. 10 pages 

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Improving BERT with Self-Supervised Attention


Apr 29, 2020
Xiaoyu Kou, Yaming Yang, Yujing Wang, Ce Zhang, Yiren Chen, Yunhai Tong, Yan Zhang, Jing Bai


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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TextNAS: A Neural Architecture Search Space tailored for Text Representation


Dec 23, 2019
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou


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Customized Graph Embedding: Tailoring the Embedding Vector to a Specific Application


Nov 21, 2019
Bitan Hou, Yujing Wang, Ming Zeng, Shan Jiang, Ole J. Mengshoel, Yunhai Tong, Jing Bai

* 7+1pages, submitted to ECAI2020, the first three authors contributed equally to this paper, work was partially done when Bitan visited MSRA 

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Contractive De-noising Auto-encoder


Apr 23, 2014
Fu-qiang Chen, Yan Wu, Guo-dong Zhao, Jun-ming Zhang, Ming Zhu, Jing Bai

* Figures edited 

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