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Publication date Communities Collections Article title Author(s) Journal/Conference
25 Mar 2024 SERC Institute for Infocomm Research Graph-Aware Contrasting for Multivariate Time-Series Classification (Pending publish) 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 (Pending publish) 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
20 Apr 2023 SERC Institute for Infocomm Research Self-Supervised Video Representation Learning by Video Incoherence Detection Haozhi Cao, Yuecong Xu, Kezhi Mao, Lihua Xie, Jianxiong Yin, Simon See, Qianwen Xu, Jianfei Yang IEEE Transactions on Cybernetics
28 Feb 2023 SERC Institute for Infocomm Research SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing Jianfei Yang, Xinyan Chen, Han Zou, Chris Xiaoxuan Lu, Dazhuo Wang, Sumei Sun, Lihua Xie Patterns
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
20 Dec 2022 SERC Institute for Infocomm Research AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain Generalization Dazhuo Wang, Jianfei Yang, Wei Cui, Lihua Xie, Sumei Sun IEEE Transactions on Mobile Computing
13 Dec 2022 SERC Institute for Infocomm Research AutoFi: Toward Automatic Wi-Fi Human Sensing via Geometric Self-Supervised Learning Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Lihua Xie IEEE Internet of Things Journal
18 Oct 2022 SERC Institute for Infocomm Research Aligning Correlation Information for Domain Adaptation in Action Recognition Yuecong Xu, Haozhi Cao, Kezhi Mao, Zhenghua Chen, Lihua Xie, Jianfei Yang IEEE Transactions on Neural Networks and Learning Systems