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Zhenghua Chen

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Improve Knowledge Distillation via Label Revision and Data Selection

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Apr 03, 2024
Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen

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K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data

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Mar 06, 2024
Yucheng Wang, Ruibing Jin, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

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PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station

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Mar 04, 2024
Cunyi Yin, Xiren Miao, Jing Chen, Hao Jiang, Jianfei Yang, Yunjiao Zhou, Min Wu, Zhenghua Chen

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SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation

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Nov 17, 2023
Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

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Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition

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Oct 22, 2023
Hongxiang Gao, Xiangyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu

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Fully-Connected Spatial-Temporal Graph for Multivariate Time Series Data

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Sep 11, 2023
Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

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Graph Contextual Contrasting for Multivariate Time Series Classification

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Sep 11, 2023
Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

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Unlimited Knowledge Distillation for Action Recognition in the Dark

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Aug 18, 2023
Ruibing Jin, Guosheng Lin, Min Wu, Jie Lin, Zhengguo Li, Xiaoli Li, Zhenghua Chen

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Shuffled Differentially Private Federated Learning for Time Series Data Analytics

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Jul 30, 2023
Chenxi Huang, Chaoyang Jiang, Zhenghua Chen

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Source-Free Domain Adaptation with Temporal Imputation for Time Series Data

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Jul 14, 2023
Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen

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