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Publication date Communities Collections Article title Author(s) Journal/Conference
16 Aug 2024 SERC Institute for Infocomm Research SEA++: Multi-Graph-based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Pattern Analysis and Machine Intelligence
25 Mar 2024 SERC Institute for Infocomm Research Graph-Aware Contrasting for Multivariate Time-Series Classification Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen Proceedings of the AAAI Conference on Artificial Intelligence
25 Mar 2024 SERC Institute for Infocomm Research Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen Proceedings of the AAAI Conference on Artificial Intelligence
20 Nov 2023 SERC Institute for Infocomm Research Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction Yucheng Wang, Min Wu, Ruibing Jin, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Neural Networks and Learning Systems
1 May 2023 SERC Institute for Infocomm Research SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie AAAI-23
3 Feb 2023 SERC Institute for Infocomm Research Multivariate Time Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network Yucheng Wang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Artificial Intelligence