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Dalin Zhang

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E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series

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Mar 01, 2024
Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen

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TBDetector:Transformer-Based Detector for Advanced Persistent Threats with Provenance Graph

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Apr 06, 2023
Nan Wang, Xuezhi Wen, Dalin Zhang, Xibin Zhao, Jiahui Ma, Mengxia Luo, Sen Nie, Shi Wu, Jiqiang Liu

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LightCTS: A Lightweight Framework for Correlated Time Series Forecasting

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Feb 27, 2023
Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao

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AutoPINN: When AutoML Meets Physics-Informed Neural Networks

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Dec 08, 2022
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Shuai Zhao, Yi Zhang, Huai Wang, Bin Yang

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Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting

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Nov 29, 2022
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen

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Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey

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Aug 22, 2022
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen

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Uncertainty Quantification for Traffic Forecasting: A Unified Approach

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Aug 11, 2022
Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu

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AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version

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Dec 21, 2021
Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen

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Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities

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Jan 21, 2020
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu

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Multi-agent Attentional Activity Recognition

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May 22, 2019
Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu

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