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Publication date Communities Collections Article title Author(s) Journal/Conference
17 Mar 2025 SERC Institute for Infocomm Research Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation Yubo Hou, Mohamed Ragab, Yucheng Wang, Min Wu, Abdulla Alseiari, Chee-Keong Kwoh, Xiaoli Li, Zhenghua Chen IEEE Transactions on Instrumentation and Measurement
28 Aug 2024 SERC Institute for Infocomm Research Curriculum-Based Federated Learning for Machine Fault Diagnosis With Noisy Labels Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen IEEE Transactions on Industrial Informatics
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
14 Jun 2024 SERC Institute for Infocomm Research From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
31 May 2024 SERC Institute for Infocomm Research WiCAU: Comprehensive Partial Adaptation With Uncertainty-Aware for WiFi-Based Cross-Environment Activity Recognition Wei Cui, Keyu Wu, Min Wu, Xiaoli Li, Zhenghua Chen IEEE Transactions on Instrumentation and Measurement
7 May 2024 SERC Institute for Infocomm Research Reinforced Reweighting for Self-supervised Partial Domain Adaptation Keyu Wu, Shengkai Chen, Min Wu, Shili Xiang, Ruibing Jin, Yuecong Xu, Xiaoli Li, Zhenghua Chen IEEE Transactions on Artificial Intelligence
2 May 2024 SERC Institute for Infocomm Research TSLANet: Rethinking Transformers for Time Series Representation Learning Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li 41st International Conference on Machine Learning
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
22 Dec 2023 SERC Institute for Infocomm Research FedAlign: Federated Model Alignment via Data-Free Knowledge Distillation for Machine Fault Diagnosis Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen IEEE Transactions on Instrumentation and Measurement