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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Aug 2023 SERC Institute for Infocomm Research Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification (Pending publish) Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Pattern Analysis and Machine Intelligence
11 Aug 2023 SERC Institute for Infocomm Research Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
4 Aug 2023 SERC Institute for Infocomm Research Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
10 Jul 2023 SERC Institute for Infocomm Research Contrastive Domain Adaptation for Time-Series Via Temporal Mixup Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Artificial Intelligence
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
13 Apr 2023 SERC Institute for Infocomm Research Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article] Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong IEEE Computational Intelligence Magazine
24 Mar 2023 SERC Institute for Infocomm Research ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li ACM Transactions on Knowledge Discovery from Data
10 Mar 2023 SERC Institute for Infocomm Research An adaptive and dynamical neural network for machine remaining useful life prediction Ruibing Jin, Duo Zhou, Min Wu, Xiaoli Li, Zhenghua Chen IEEE Transactions on Industrial Informatics
14 Feb 2023 SERC Institute for Infocomm Research Self-Supervised Learning for Label- Efficient Sleep Stage Classification: A Comprehensive Evaluation Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Neural Systems and Rehabilitation Engineering
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