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Zhendong Niu

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Deep Coupling Network For Multivariate Time Series Forecasting

Feb 23, 2024
Kun Yi, Qi Zhang, Hui He, Kaize Shi, Liang Hu, Ning An, Zhendong Niu

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Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k

Jan 09, 2024
Yuanchi Ma, Hui He, Zhongxiang Lei, Zhendong Niu

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Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification

Dec 13, 2023
Xiaojun Xue, Chunxia Zhang, Tianxiang Xu, Zhendong Niu

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FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective

Nov 10, 2023
Kun Yi, Qi Zhang, Wei Fan, Hui He, Liang Hu, Pengyang Wang, Ning An, Longbing Cao, Zhendong Niu

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Frequency-domain MLPs are More Effective Learners in Time Series Forecasting

Nov 10, 2023
Kun Yi, Qi Zhang, Wei Fan, Shoujin Wang, Pengyang Wang, Hui He, Defu Lian, Ning An, Longbing Cao, Zhendong Niu

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Neural Time Series Analysis with Fourier Transform: A Survey

Feb 04, 2023
Kun Yi, Qi Zhang, Shoujin Wang, Hui He, Guodong Long, Zhendong Niu

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Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective

Jan 27, 2023
Hui He, Qi Zhang, Shoujin Wang, Kun Yi, Zhendong Niu, Longbing Cao

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MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning

Jul 23, 2021
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang

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