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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Dec 2023 SERC Institute for Infocomm Research Reinforced Knowledge Distillation for Time Series Regression Qing Xu, Keyu Wu, Min Wu, Kezhi Mao, Xiaoli Li, Zhenghua Chen IEEE Transactions 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
8 Nov 2023 SERC Institute for Infocomm Research Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study Yuecong Xu, Haozhi Cao, Jianxiong Yin, Zhenghua Chen, Xiaoli Li, Zhengguo Li, Qianwen Xu, Jianfei Yang International Journal of Computer Vision
24 Oct 2023 SERC Institute for Infocomm Research LiteFormer: A Lightweight and Efficient Transformer for Rotating Machine Fault Diagnosis Wenjun Sun, Ruqiang Yan, Ruibing Jin, Jiawen Xu, Yuan Yang, Zhenghua Chen IEEE Transactions on Reliability
28 Sep 2023 SERC Institute for Infocomm Research Contrastive Distillation With Regularized Knowledge for Deep Model Compression on Sensor-Based Human Activity Recognition Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen IEEE Transactions on Industrial Cyber-Physical Systems
15 Sep 2023 SERC Institute for Infocomm Research ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu IEEE Journal of Biomedical and Health Informatics
28 Aug 2023 SERC Institute for Infocomm Research Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification 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
3 Aug 2023 SERC Institute for Infocomm Research Generalizing Wireless Cross-Multiple-Factor Gesture Recognition to Unseen Domains Shijia Liu, Zhenghua Chen, Min Wu, Hao Wang, Bin Xing, Liangyin Chen IEEE Transactions on Mobile Computing