Zhenghua Chen - RankMe

211 papers A* 18B 1C 9Misc 2Journal 163Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Spatio-Temporal Feature Distribution Network for Device-Free Power Inspection Activity Using WiFi CSI. IEEE Trans. Ind. Informatics Cunyi Yin, Zhaoke Huang, Hao Jiang, Jing Chen, Zhida Wang, Chenwei Wang, Zhenghua Chen, Zhiwen Chen, Hong Yan
2026	J	`jnl`	Boosting Time-Series Domain Adaptation via A Time-Frequency Consensus Framework. IEEE Trans. Artif. Intell. Wenmian Yang, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Guosheng Lin, Weijia Jia, Zhenghua Chen
2026	J	`jnl`	CiUAV: Scalable Device-Free Indoor UAV Localization via Multiobjective Optimized Network Using Channel State Information. IEEE Internet Things J. Cunyi Yin, Chenwei Wang, Zhaoke Huang, Hao Jiang, Jing Chen, Xiren Miao, Shaocong Zheng, Jianfei Yang, Zhiwen Chen, Zhenghua Chen, Hong Yan
2026	J	`jnl`	Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation. CoRR Yubo Hou, Mohamed Ragab, Yucheng Wang, Min Wu, Abdulla Alseiari, Chee Keong Kwoh, Xiaoli Li, Zhenghua Chen
2026	J	`jnl`	Evidentially Calibrated Source-Free Time-Series Domain Adaptation With Temporal Imputation. IEEE Trans. Knowl. Data Eng. Mohamed Ragab, Peiliang Gong, Emadeldeen Eldele, Wenyu Zhang, Min Wu, Chuan-Sheng Foo, Daoqiang Zhang, Xiaoli Li, Zhenghua Chen
2026	J	`jnl`	FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge Augmentation. IEEE Trans. Artif. Intell. Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xuehai Zhou
2026	J	`jnl`	From Inconsistency to Unity: Benchmarking Deep Learning-Based Unsupervised Domain Adaptation for RUL. IEEE Trans Autom. Sci. Eng. Tilman Krokotsch, Mohamed Ragab, Min Wu, Xiaoli Li, Zhenghua Chen, Clemens Gühmann
2026	A*	`conf`	Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data. AAAI Wei Cui, Lukai Fan, Zhenghua Chen, Min Wu, Shili Xiang, Haixia Wang, Bing Li
2026	J	`jnl`	MarkingVLM: Vision-Language Model for Few-Shot IC Marking Detection. IEEE Trans. Ind. Informatics Zhongshu Chen, Zhenghua Chen, Lin Zuo, Yu Liu
2026	J	`jnl`	MsFormer: Enabling Robust Predictive Maintenance Services for Industrial Devices. CoRR Jiahui Zhou, Dan Li, Ruibing Jin, Jian Lou, Yanran Zhao, Zhenghua Chen, Zigui Jiang, See-Kiong Ng
2026	J	`jnl`	Target-Specific Adaptation and Consistent Degradation Alignment for Cross-Domain Remaining Useful Life Prediction. IEEE Trans Autom. Sci. Eng. Yubo Hou, Mohamed Ragab, Min Wu, Chee Keong Kwoh, Xiaoli Li, Zhenghua Chen
2025	J	`jnl`	A Virtual-Label-Based Hierarchical Domain Adaptation Method for Time-Series Classification. IEEE Trans. Neural Networks Learn. Syst. Wenmian Yang, Lizhi Cheng, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Zhenghua Chen
2025	J	`jnl`	A new remote sensing index of mildew for winter wheat disaster area extraction. Int. J. Digit. Earth Huade Li, Jinshui Zhang, Zhenghua Chen, Mingwei Zhang
2025	J	`jnl`	ACCNet: Adaptive cross-frequency coupling graph attention for EEG emotion recognition. Neural Networks Dongyuan Tian, Yucheng Wang, Peiliang Gong, Zhewen Xu, Zhenghua Chen, Xiaohui Wei, Min Wu
2025	—	`conf`	Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation. KDD (1) Peiliang Gong, Mohamed Ragab, Min Wu, Zhenghua Chen, Yongyi Su, Xiaoli Li, Daoqiang Zhang
2025	J	`jnl`	Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation. CoRR Peiliang Gong, Mohamed Ragab, Min Wu, Zhenghua Chen, Yongyi Su, Xiaoli Li, Daoqiang Zhang
2025	J	`jnl`	Bidirectional Segmentation-Aware Network for One-Shot Object Detection. Neurocomputing Wenwen Zhang, Zhenghua Chen, Yongyi Su, Zhiyu Xiang, Hangguan Shan, Eryun Liu
2025	J	`jnl`	Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization. CoRR Peiliang Gong, Emadeldeen Eldele, Min Wu, Zhenghua Chen, Xiao-Li Li, Daoqiang Zhang
2025	J	`jnl`	Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends. CoRR Yucheng Wang, Mohamed Ragab, Yubo Hou, Zhenghua Chen, Min Wu, Xiaoli Li
2025	J	`jnl`	Density Peaks Clustering Based on Label Propagation and K-Mutual-Nearest Neighbors. IEEE Trans. Emerg. Top. Comput. Intell. Liping Sun, Fan Huang, Xiaoyao Zheng, Liangmin Guo, Qingying Yu, Zhenghua Chen, Yonglong Luo
2025	J	`jnl`	Distributed policy evaluation over multi-agent network with communication delays. Neurocomputing Yaoyao Zhou, Gang Chen, Changli Pu, Keyu Wu, Zhenghua Chen
2025	J	`jnl`	Evidential Domain Adaptation for Remaining Useful Life Prediction With Incomplete Degradation. IEEE Trans. Instrum. Meas. Yubo Hou, Mohamed Ragab, Yucheng Wang, Min Wu, Abdulla Alseiari, Chee Keong Kwoh, Xiaoli Li, Zhenghua Chen
2025	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Jin Chao, Manas Gupta, XuLei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
2025	J	`jnl`	Improve Knowledge Distillation via Label Revision and Data Selection. IEEE Trans. Cogn. Dev. Syst. Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen
2025	J	`jnl`	Knowledge Probabilization in Ensemble Distillation: Improving Accuracy and Uncertainty Quantification for Object Detectors. IEEE Trans. Artif. Intell. Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xiang Li, Xianglan Chen, Xuehai Zhou
2025	J	`jnl`	Local-Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction. IEEE Trans. Neural Networks Learn. Syst. Yucheng Wang, Min Wu, Ruibing Jin, Xiaoli Li, Lihua Xie, Zhenghua Chen
2025	J	`jnl`	MTSNet: Convolution-Based Transformer Network With Multi-Scale Temporal-Spectral Feature Fusion for SSVEP Signal Decoding. IEEE J. Biomed. Health Informatics Zhen Lan, Zixing Li, Chao Yan, Xiaojia Xiang, Dengqing Tang, Min Wu, Zhenghua Chen
2025	J	`jnl`	Multi-Scale CNN-Transformer Hybrid Network for Rail Fastener Defect Detection. IEEE Trans. Intell. Transp. Syst. Jin He, Wei Wang, Fengmao Lv, Haonan Luo, Gexiang Zhang, Zhenghua Chen
2025	J	`jnl`	Process-Based Triggering and Accelerated Dual Averaging Algorithm for Dynamic Parameter Estimation. IEEE Trans. Signal Inf. Process. over Networks Yaoyao Zhou, Gang Chen, Zhenghua Chen
2025	J	`jnl`	RMKD: Relaxed matching knowledge distillation for short-length SSVEP-based brain-computer interfaces. Neural Networks Zhen Lan, Zixing Li, Chao Yan, Xiaojia Xiang, Dengqing Tang, Min Wu, Zhenghua Chen
2025	J	`jnl`	Target-specific Adaptation and Consistent Degradation Alignment for Cross-Domain Remaining Useful Life Prediction. CoRR Yubo Hou, Mohamed Ragab, Min Wu, Chee Keong Kwoh, Xiao-Li Li, Zhenghua Chen
2025	—	`conf`	Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation. KDD (2) Peiliang Gong, Yucheng Wang, Min Wu, Zhenghua Chen, Xiaoli Li, Daoqiang Zhang
2025	J	`jnl`	Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation. CoRR Peiliang Gong, Yucheng Wang, Min Wu, Zhenghua Chen, Xiaoli Li, Daoqiang Zhang
2025	J	`jnl`	Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction. IEEE Trans. Neural Networks Learn. Syst. Zhihao Wen, Yuan Fang, Pengcheng Wei, Fayao Liu, Zhenghua Chen, Min Wu
2025	J	`jnl`	Uncertainty-Aware Self-Knowledge Distillation. IEEE Trans. Circuits Syst. Video Technol. Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Yingxue Gao, Teng Wang, Xuehai Zhou
2025	J	`jnl`	UniFault: A Fault Diagnosis Foundation Model from Bearing Data. CoRR Emadeldeen Eldele, Mohamed Ragab, Xu Qing, Edward, Zhenghua Chen, Min Wu, Xiaoli Li, Jay Lee
2025	A*	`conf`	WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network. AAAI Zhendong Liu, Le Zhang, Bing Li, Yingjie Zhou, Zhenghua Chen, Ce Zhu
2024	J	`jnl`	A Deep-Learning-Based Method for Extracting an Arbitrary Number of Individual Power Lines from UAV-Mounted Laser Scanning Point Clouds. Remote. Sens. Sha Zhu, Qiang Li, Jianwei Zhao, Chunguang Zhang, Guang Zhao, Lu Li, Zhenghua Chen, Yiping Chen
2024	J	`jnl`	A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends. CoRR Yucheng Wang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	A Texture Enhancement Method for Oceanic Internal Wave Synthetic Aperture Radar Images Based on Non-Local Mean Filtering and Texture Layer Enhancement. Remote. Sens. Zhenghua Chen, Hongcheng Zeng, Yamin Wang, Wei Yang, Yanan Guan, Wei Liu
2024	J	`jnl`	Aligning Correlation Information for Domain Adaptation in Action Recognition. IEEE Trans. Neural Networks Learn. Syst. Yuecong Xu, Haozhi Cao, Kezhi Mao, Zhenghua Chen, Lihua Xie, Jianfei Yang
2024	J	`jnl`	An Adaptive and Dynamical Neural Network for Machine Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics Ruibing Jin, Duo Zhou, Min Wu, Xiaoli Li, Zhenghua Chen
2024	J	`jnl`	Bayesian Uncertainty Calibration for Federated Time Series Analysis. IEEE Trans. Multim. Chao Cai, Weide Liu, Xue Xia, Zhenghua Chen, Yuming Fang
2024	—	`conf`	Bi-hemisphere Interaction Convolutional Neural Network for Motor Imagery Classification. EMBC Xiaohao Lin, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Han Wei Ng, Cuntai Guan
2024	J	`jnl`	Contrastive Domain Adaptation for Time-Series Via Temporal Mixup. IEEE Trans. Artif. Intell. Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2024	J	`jnl`	Curriculum-Based Federated Learning for Machine Fault Diagnosis With Noisy Labels. IEEE Trans. Ind. Informatics Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen
2024	J	`jnl`	Enhanced Self-Attention Mechanism for Long and Short Term Sequential Recommendation Models. IEEE Trans. Emerg. Top. Comput. Intell. Xiaoyao Zheng, Xingwang Li, Zhenghua Chen, Liping Sun, Qingying Yu, Liangmin Guo, Yonglong Luo
2024	J	`jnl`	EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments. CoRR Edward, Mohamed Ragab, Min Wu, Yuecong Xu, Zhenghua Chen, Abdulla Alseiari, Xiaoli Li
2024	J	`jnl`	Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation. CoRR Mohamed Ragab, Peiliang Gong, Emadeldeen Eldele, Wenyu Zhang, Min Wu, Chuan-Sheng Foo, Daoqiang Zhang, Xiaoli Li, Zhenghua Chen
2024	J	`jnl`	FedAlign: Federated Model Alignment via Data-Free Knowledge Distillation for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen
2024	J	`jnl`	FedCov: Enhanced Trustworthy Federated Learning for Machine RUL Prediction With Continuous-to-Discrete Conversion. IEEE Trans. Ind. Informatics Chao Cai, Yuming Fang, Weide Liu, Ruibing Jin, Jun Cheng, Zhenghua Chen
2024	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. CoRR 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
2024	A*	`conf`	Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data. AAAI Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	Generalizing Wireless Cross-Multiple-Factor Gesture Recognition to Unseen Domains. IEEE Trans. Mob. Comput. Shijia Liu, Zhenghua Chen, Min Wu, Hao Wang, Bin Xing, Liangyin Chen
2024	J	`jnl`	Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study. Int. J. Comput. Vis. Yuecong Xu, Haozhi Cao, Jianxiong Yin, Zhenghua Chen, Xiaoli Li, Zhengguo Li, Qianwen Xu, Jianfei Yang
2024	J	`jnl`	Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu
2024	A*	`conf`	Graph-Aware Contrasting for Multivariate Time-Series Classification. AAAI Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	Improve Knowledge Distillation via Label Revision and Data Selection. CoRR Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen
2024	J	`jnl`	Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives. CoRR Yiyuan Yang, Zheshun Wu, Yong Chu, Zhenghua Chen, Zenglin Xu, Qingsong Wen
2024	J	`jnl`	K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data. CoRR Yucheng Wang, Ruibing Jin, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices. CoRR Ruibing Jin, Qing Xu, Min Wu, Yuecong Xu, Dan Li, Xiaoli Li, Zhenghua Chen
2024	J	`jnl`	Label-Efficient Time Series Representation Learning: A Review. IEEE Trans. Artif. Intell. Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiao-Li Li
2024	J	`jnl`	Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation. Trans. Mach. Learn. Res. Yuecong Xu, Jianfei Yang, Haozhi Cao, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	Lighter Sequential Recommendation Algorithm With Time Interval Awareness Augmentation. IEEE Trans. Serv. Comput. Xiaoyao Zheng, Xingwang Li, Shengfei Jiang, Zhenghua Chen, Liping Sun, Qingying Yu, Liangmin Guo, Yonglong Luo
2024	J	`jnl`	LiteFormer: A Lightweight and Efficient Transformer for Rotating Machine Fault Diagnosis. IEEE Trans. Reliab. Wenjun Sun, Ruqiang Yan, Ruibing Jin, Jiawen Xu, Yuan Yang, Zhenghua Chen
2024	J	`jnl`	Masked Autoencoders for 3D Point Cloud Self-supervised Learning. World Sci. Annu. Rev. Artif. Intell. Yatian Pang, Francis Eng Hock Tay, Li Yuan, Zhenghua Chen
2024	A*	`conf`	Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning. NeurIPS Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang
2024	J	`jnl`	Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning. CoRR Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang
2024	J	`jnl`	Multivariate Time-Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network. IEEE Trans. Artif. Intell. Yucheng Wang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis. CoRR Ziyan Wang, Mohamed Ragab, Wenmian Yang, Min Wu, Sinno Jialin Pan, Jie Zhang, Zhenghua Chen
2024	J	`jnl`	Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis. IEEE Trans. Instrum. Meas. Ziyan Wang, Mohamed Ragab, Wenmian Yang, Min Wu, Sinno Jialin Pan, Jie Zhang, Zhenghua Chen
2024	—	`conf`	PMEMgreSQL: Embracing PostgreSQL with Persistent Memory. APWeb/WAIM (5) Xinyuan Sun, Ji Shi, Yinjun Han, Zhenghua Chen
2024	J	`jnl`	PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station. IEEE Internet Things J. Cunyi Yin, Xiren Miao, Jing Chen, Hao Jiang, Jianfei Yang, Yunjiao Zhou, Min Wu, Zhenghua Chen
2024	A*	`conf`	Reinforced Cross-Domain Knowledge Distillation on Time Series Data. NeurIPS Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen
2024	J	`jnl`	Reinforced Knowledge Distillation for Time Series Regression. IEEE Trans. Artif. Intell. Qing Xu, Keyu Wu, Min Wu, Kezhi Mao, Xiaoli Li, Zhenghua Chen
2024	J	`jnl`	Reinforced Reweighting for Self-Supervised Partial Domain Adaptation. IEEE Trans. Artif. Intell. Keyu Wu, Shengkai Chen, Min Wu, Shili Xiang, Ruibing Jin, Yuecong Xu, Xiaoli Li, Zhenghua Chen
2024	J	`jnl`	SEA++: Multi-Graph-Based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	Self-Supervised Autoregressive Domain Adaptation for Time Series Data. IEEE Trans. Neural Networks Learn. Syst. Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li
2024	A*	`conf`	TSLANet: Rethinking Transformers for Time Series Representation Learning. ICML Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li
2024	J	`jnl`	TSLANet: Rethinking Transformers for Time Series Representation Learning. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li
2024	J	`jnl`	Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation. CoRR Yucheng Wang, Peiliang Gong, Min Wu, Felix Ott, Xiaoli Li, Lihua Xie, Zhenghua Chen
2024	J	`jnl`	Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction. CoRR Zhihao Wen, Yuan Fang, Pengcheng Wei, Fayao Liu, Zhenghua Chen, Min Wu
2024	J	`jnl`	Tower Masking MIM: A Self-Supervised Pretraining Method for Power Line Inspection. IEEE Trans. Ind. Informatics Xinyu Liu, Xiren Miao, Hao Jiang, Jing Chen, Min Wu, Zhenghua Chen
2024	J	`jnl`	Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey. ACM Comput. Surv. Yuecong Xu, Haozhi Cao, Lihua Xie, Xiao-Li Li, Zhenghua Chen, Jianfei Yang
2024	J	`jnl`	WiCAU: Comprehensive Partial Adaptation With Uncertainty-Aware for WiFi-Based Cross-Environment Activity Recognition. IEEE Trans. Instrum. Meas. Wei Cui, Keyu Wu, Min Wu, Xiaoli Li, Zhenghua Chen
2024	J	`jnl`	WiFi CSI Based Temporal Activity Detection Via Dual Pyramid Network. CoRR Zhendong Liu, Le Zhang, Bing Li, Yingjie Zhou, Zhenghua Chen, Ce Zhu
2024	J	`jnl`	WiSR: Wireless Domain Generalization Based on Style Randomization. IEEE Trans. Mob. Comput. Shijia Liu, Zhenghua Chen, Min Wu, Chang Liu, Liangyin Chen
2023	J	`jnl`	A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment. IEEE Trans. Sustain. Comput. Devki Nandan Jha, Zhenghua Chen, Shudong Liu, Min Wu, Jiahan Zhang, Graham Morgan, Rajiv Ranjan, Xiaoli Li
2023	J	`jnl`	A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life. IEEE CAA J. Autom. Sinica Qing Xu, Min Wu, Edwin Khoo, Zhenghua Chen, Xiaoli Li
2023	J	`jnl`	ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training. IEEE Trans. Emerg. Top. Comput. Intell. Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan
2023	J	`jnl`	ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data. ACM Trans. Knowl. Discov. Data Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2023	A*	`conf`	Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation. ICCV Yuecong Xu, Jianfei Yang, Yunjiao Zhou, Zhenghua Chen, Min Wu, Xiaoli Li
2023	J	`jnl`	Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation. CoRR Yuecong Xu, Jianfei Yang, Yunjiao Zhou, Zhenghua Chen, Min Wu, Xiaoli Li
2023	J	`jnl`	Component Detection for Power Line Inspection Using a Graph-Based Relation Guiding Network. IEEE Trans. Ind. Informatics Xinyu Liu, Xiren Miao, Hao Jiang, Jing Chen, Min Wu, Zhenghua Chen
2023	J	`jnl`	Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation. CoRR Xiyu Wang, Yuecong Xu, Jianfei Yang, Kezhi Mao, Xiaoli Li, Zhenghua Chen
2023	J	`jnl`	DDUC: an erasure-coded system with decoupled data updating and coding. Frontiers Inf. Technol. Electron. Eng. Yaofeng Tu, Rong Xiao, Yinjun Han, Zhenghua Chen, Hao Jin, Xuecheng Qi, Xinyuan Sun
2023	A*	`conf`	Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data. IJCAI Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen
2023	J	`jnl`	Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data. CoRR Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen
2023	J	`jnl`	ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. CoRR Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu
2023	J	`jnl`	ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. IEEE J. Biomed. Health Informatics Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu
2023	J	`jnl`	Fault Diagnosis in Power Line Inspection Using Normalized Multihierarchy Embedding Matching. IEEE Trans. Instrum. Meas. Xinyu Liu, Xiren Miao, Hao Jiang, Jing Chen, Zhenghua Chen
2023	J	`jnl`	Feature selection and domain adaptation for cross-machine product quality prediction. J. Intell. Manuf. Yu Wang, Wei Cui, Nhu Khue Vuong, Zhenghua Chen, Yu Zhou, Min Wu
2023	J	`jnl`	Fully-Connected Spatial-Temporal Graph for Multivariate Time Series Data. CoRR Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2023	J	`jnl`	Graph Contextual Contrasting for Multivariate Time Series Classification. CoRR Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2023	J	`jnl`	Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition. CoRR Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu
2023	J	`jnl`	Label-efficient Time Series Representation Learning: A Review. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2023	J	`jnl`	Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. CoRR Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua Chen
2023	J	`jnl`	Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. IEEE Trans. Knowl. Data Eng. Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua Chen
2023	J	`jnl`	Multi-Source Video Domain Adaptation With Temporal Attentive Moment Alignment Network. IEEE Trans. Circuits Syst. Video Technol. Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhengguo Li, Zhenghua Chen
2023	—	`conf`	PROTEUS: Domain Adaptation for Dynamic Features in AI-assisted Windows Malware Detection. ICDM (Workshops) Yubo Hou, Tram Truong Huu, Zhenghua Chen, Chee-Keong Kwoh, Sin G. Teo
2023	J	`jnl`	Privacy-Preserving Cross-Environment Human Activity Recognition. IEEE Trans. Cybern. Le Zhang, Wei Cui, Bing Li, Zhenghua Chen, Min Wu, Sin Gee Teo
2023	J	`jnl`	Reinforced Adaptation Network for Partial Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. Keyu Wu, Min Wu, Zhenghua Chen, Ruibing Jin, Wei Cui, Zhiguang Cao, Xiaoli Li
2023	J	`jnl`	SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation. CoRR Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2023	A*	`conf`	SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation. AAAI Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie
2023	J	`jnl`	SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition. Neural Networks Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang, Shan An, Jianqing Li, Chengyu Liu
2023	—	`conf`	Sailfish: Exploring Heterogeneous Query Acceleration on Discrete CPU-FPGA Architecture. ICDEW Xing Wei, Yaofeng Tu, Yinjun Han, Zhenghua Chen, Xuecheng Qi, Daojun Hua
2023	J	`jnl`	Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification. IEEE Trans. Pattern Anal. Mach. Intell. Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan
2023	J	`jnl`	Shuffled Differentially Private Federated Learning for Time Series Data Analytics. CoRR Chenxi Huang, Chaoyang Jiang, Zhenghua Chen
2023	A*	`conf`	Source-Free Domain Adaptation with Temporal Imputation for Time Series Data. KDD Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen
2023	J	`jnl`	Source-Free Domain Adaptation with Temporal Imputation for Time Series Data. CoRR Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen
2023	J	`jnl`	Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article]. IEEE Comput. Intell. Mag. Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong
2023	J	`jnl`	Unlimited Knowledge Distillation for Action Recognition in the Dark. CoRR Ruibing Jin, Guosheng Lin, Min Wu, Jie Lin, Zhengguo Li, Xiaoli Li, Zhenghua Chen
2022	J	`jnl`	A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges. CoRR Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong
2022	J	`jnl`	ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data. CoRR Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2022	J	`jnl`	Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan
2022	J	`jnl`	CoTMix: Contrastive Domain Adaptation for Time-Series via Temporal Mixup. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2022	J	`jnl`	Conditional Contrastive Domain Generalization for Fault Diagnosis. IEEE Trans. Instrum. Meas. Mohamed Ragab, Zhenghua Chen, Wenyu Zhang, Emadeldeen Eldele, Min Wu, Chee Keong Kwoh, Xiaoli Li
2022	J	`jnl`	Contrastive adversarial knowledge distillation for deep model compression in time-series regression tasks. Neurocomputing Qing Xu, Zhenghua Chen, Mohamed Ragab, Chao Wang, Min Wu, Xiaoli Li
2022	—	`conf`	Cost-effective Elderly Fall Detection with Symmetry Transformer Networks. HPCC/DSS/SmartCity/DependSys Bing Li, Wei Cui, Yanru Chen, Joey Tianyi Zhou, Zhenghua Chen, Yuli Li, Min Wu
2022	J	`jnl`	EXTERN: Leveraging Endo-Temporal Regularization for Black-box Video Domain Adaptation. CoRR Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
2022	A*	`conf`	Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation. AAAI Keyu Wu, Min Wu, Zhenghua Chen, Yuecong Xu, Xiaoli Li
2022	J	`jnl`	Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study. CoRR Yuecong Xu, Jianfei Yang, Haozhi Cao, Jianxiong Yin, Zhenghua Chen, Xiaoli Li, Zhengguo Li, Qianwen Xu
2022	J	`jnl`	Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition. IEEE Trans. Emerg. Top. Comput. Intell. Xiaoli Li, Huanhuan Chen, Thomas Ploetz, Min Wu, Zhenghua Chen
2022	J	`jnl`	KDnet-RUL: A Knowledge Distillation Framework to Compress Deep Neural Networks for Machine Remaining Useful Life Prediction. IEEE Trans. Ind. Electron. Qing Xu, Zhenghua Chen, Keyu Wu, Chao Wang, Min Wu, Xiaoli Li
2022	J	`jnl`	Learning Temporal Consistency for Source-Free Video Domain Adaptation. CoRR Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhenghua Chen
2022	J	`jnl`	Modelling and scheduling integration of distributed production and distribution problems via black widow optimization. Swarm Evol. Comput. Yaping Fu, Yushuang Hou, Zhenghua Chen, Xujin Pu, Kaizhou Gao, Ali Sadollah
2022	J	`jnl`	Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction. IEEE CAA J. Autom. Sinica Ruibing Jin, Min Wu, Keyu Wu, Kaizhou Gao, Zhenghua Chen, Xiaoli Li
2022	J	`jnl`	Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2022	J	`jnl`	Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2022	J	`jnl`	Semi-Supervised Deep Adversarial Forest for Cross-Environment Localization. IEEE Trans. Veh. Technol. Wei Cui, Le Zhang, Bing Li, Zhenghua Chen, Min Wu, Xiaoli Li, Jiawen Kang
2022	—	`conf`	Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition. ECCV (34) Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhenghua Chen
2022	J	`jnl`	Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey. CoRR Yuecong Xu, Haozhi Cao, Zhenghua Chen, Xiaoli Li, Lihua Xie, Jianfei Yang
2021	Misc	`conf`	A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data. ICASSP Zaifeng Yang, Yubo Hou, Zhenghua Chen, Le Zhang, Jie Chen
2021	J	`jnl`	A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration. IEEE Trans. Emerg. Top. Comput. Intell. Zhenghua Chen, Min Wu, Kaizhou Gao, Jiyan Wu, Jie Ding, Zeng Zeng, Xiaoli Li
2021	J	`jnl`	Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2021	J	`jnl`	Adversarial Multiple-Target Domain Adaptation for Fault Classification. IEEE Trans. Instrum. Meas. Mohamed Ragab, Zhenghua Chen, Min Wu, Haoliang Li, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li
2021	J	`jnl`	An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors. IEEE J. Biomed. Health Informatics Zhenghua Chen, Min Wu, Wei Cui, Chengyu Liu, Xiaoli Li
2021	J	`jnl`	Attention-based sequence to sequence model for machine remaining useful life prediction. Neurocomputing Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Ruqiang Yan, Xiaoli Li
2021	—	`ch.`	Classification of Travel Patterns Including Wandering Based on Bi-directional Long Short-Term Memory Networks. Generalization with Deep Learning Nhu Khue Vuong, Yong Liu, Syin Chan, Chiew Tong Lau, Zhenghua Chen, Min Wu, Xiaoli Li
2021	J	`jnl`	Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics Mohamed Ragab, Zhenghua Chen, Min Wu, Chuan Sheng Foo, Chee Keong Kwoh, Ruqiang Yan, Xiaoli Li
2021	J	`jnl`	Decoupled Feature-Temporal CNN: Explaining Deep Learning-Based Machine Health Monitoring. IEEE Trans. Instrum. Meas. Chaoyi Zhu, Zhenghua Chen, Rui Zhao, Jinjiang Wang, Ruqiang Yan
2021	J	`jnl`	Deep Inertial Odometry with Accurate IMU Preintegration. CoRR Rooholla Khorrambakht, Chris Xiaoxuan Lu, Hamed Damirchi, Zhenghua Chen, Zhengguo Li
2021	A*	`conf`	Deep Reinforcement Learning Boosted Partial Domain Adaptation. IJCAI Keyu Wu, Min Wu, Jianfei Yang, Zhenghua Chen, Zhengguo Li, Xiaoli Li
2021	J	`jnl`	Deep learning for human activity recognition. Neurocomputing Xiaoli Li, Peilin Zhao, Min Wu, Zhenghua Chen, Le Zhang
2021	J	`jnl`	Degradation-Aware Remaining Useful Life Prediction With LSTM Autoencoder. IEEE Trans. Instrum. Meas. Jiyan Wu, Min Wu, Zhenghua Chen, Xiaoli Li, Ruqiang Yan
2021	J	`jnl`	Detecting the shuttlecock for a badminton robot: A YOLO based approach. Expert Syst. Appl. Zhiguang Cao, Tingbo Liao, Wen Song, Zhenghua Chen, Chongshou Li
2021	J	`jnl`	Device-free single-user activity recognition using diversified deep ensemble learning. Appl. Soft Comput. Wei Cui, Bing Li, Le Zhang, Zhenghua Chen
2021	—	`book`	Generalization with Deep Learning: For Improvement on Sensing Capability Generalization with Deep Learning Zhenghua Chen, Min Wu, Xiaoli Li
2021	—	`ch.`	Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition. Generalization with Deep Learning Le Zhang, Jagannadan Varadarajan, Yong Pei, Zhenghua Chen
2021	J	`jnl`	Key Nodes Selection in Controlling Complex Networks via Convex Optimization. IEEE Trans. Cybern. Jie Ding, Changyun Wen, Guoqi Li, Zhenghua Chen
2021	A*	`conf`	Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer. NeurIPS Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Le Zhang, Zhenghua Chen, Jing Tang
2021	J	`jnl`	Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer. CoRR Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Le Zhang, Zhenghua Chen, Jing Tang
2021	J	`jnl`	Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach. IEEE Trans. Ind. Electron. Zhenghua Chen, Min Wu, Rui Zhao, Feri Guretno, Ruqiang Yan, Xiaoli Li
2021	J	`jnl`	Multi-Source Video Domain Adaptation with Temporal Attentive Moment Alignment. CoRR Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Rui Zhao, Zhenghua Chen
2021	J	`jnl`	Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection. Medical Biol. Eng. Comput. Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhang, Zhenghua Chen, Chengyu Liu
2021	A*	`conf`	Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network. ICCV Yuecong Xu, Jianfei Yang, Haozhi Cao, Zhenghua Chen, Qi Li, Kezhi Mao
2021	J	`jnl`	Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network. CoRR Yuecong Xu, Jianfei Yang, Haozhi Cao, Qi Li, Kezhi Mao, Zhenghua Chen
2021	—	`conf`	RDMA Based Performance Optimization on Distributed Database Systems: A Case Study with GoldenX. WASA (2) Yaofeng Tu, Yinjun Han, Hao Jin, Zhenghua Chen, Yanchao Zhao
2021	J	`jnl`	Self-supervised Autoregressive Domain Adaptation for Time Series Data. CoRR Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li
2021	A*	`conf`	Time-Series Representation Learning via Temporal and Contextual Contrasting. IJCAI Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2021	J	`jnl`	Time-Series Representation Learning via Temporal and Contextual Contrasting. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2021	A*	`conf`	Two-Stream Convolution Augmented Transformer for Human Activity Recognition. AAAI Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, Min Wu
2020	—	`conf`	Adversarial Transfer Learning for Machine Remaining Useful Life Prediction. ICPHM Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
2020	J	`jnl`	Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction. CoRR Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li
2020	—	`conf`	Deep learning with long short-term memory networks for classification of dementia related travel patterns. EMBC Nhu Khue Vuong, Yong Liu, Syin Chan, Chiew Tong Lau, Zhenghua Chen, Min Wu, Xiaoli Li
2020	C	`conf`	Learning From Paired and Unpaired Data: Alternately Trained CycleGAN for Near Infrared Image Colorization. VCIP Zaifeng Yang, Zhenghua Chen
2020	J	`jnl`	Light Sensor Based Occupancy Estimation via Bayes Filter With Neural Networks. IEEE Trans. Ind. Electron. Zhenghua Chen, Yanbing Yang, Chaoyang Jiang, Jie Hao, Le Zhang
2020	Misc	`conf`	Mahalanobis Distance Based Adversarial Network for Anomaly Detection. ICASSP Yubo Hou, Zhenghua Chen, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Raed M. Shubair
2020	J	`jnl`	MobileDA: Toward Edge-Domain Adaptation. IEEE Internet Things J. Jianfei Yang, Han Zou, Shuxin Cao, Zhenghua Chen, Lihua Xie
2020	J	`jnl`	Optimization of Tourism Information Analysis System Based on Big Data Algorithm. Complex. Jing Yang, Bing Zheng, Zhenghua Chen
2020	—	`conf`	Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks. VTC Fall Jiajia Huang, Min Li Huang, Peng Hui Tan, Zhenghua Chen, Sumei Sun
2020	J	`jnl`	Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori. IEEE Trans. Instrum. Meas. Zhenghua Chen, Chaoyang Jiang, Shili Xiang, Jie Ding, Min Wu, Xiaoli Li
2020	B	`conf`	URFS: A User-space Raw File System based on NVMe SSD. ICPADS Yaofeng Tu, Yinjun Han, Zhenghua Chen, Zhengguang Chen, Bing Chen
2020	J	`jnl`	Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation. IEEE Trans. Veh. Technol. Zhiguang Cao, Hongliang Guo, Wen Song, Kaizhou Gao, Zhenghua Chen, Le Zhang, Xuexi Zhang
2020	J	`jnl`	WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM. IEEE Syst. J. Zhenghua Chen, Han Zou, Jianfei Yang, Hao Jiang, Lihua Xie
2020	J	`jnl`	WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests. IEEE Internet Things J. Le Zhang, Zhenghua Chen, Wei Cui, Bing Li, Cen Chen, Zhiguang Cao, Kaizhou Gao
2019	—	`conf`	A Deep Learning Approach for Sleep-Wake Detection from HRV and Accelerometer Data. BHI Zhenghua Chen, Min Wu, Jiyan Wu, Jie Ding, Zeng Zeng, Karl Surmacz, Xiaoli Li
2019	J	`jnl`	A Novel Ensemble ELM for Human Activity Recognition Using Smartphone Sensors. IEEE Trans. Ind. Informatics Zhenghua Chen, Chaoyang Jiang, Lihua Xie
2019	J	`jnl`	A Novel Semisupervised Deep Learning Method for Human Activity Recognition. IEEE Trans. Ind. Informatics Qingchang Zhu, Zhenghua Chen, Yeng Chai Soh
2019	J	`jnl`	A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems. IEEE CAA J. Autom. Sinica Kaizhou Gao, Zhiguang Cao, Le Zhang, Zhenghua Chen, Yuyan Han, Quanke Pan
2019	J	`jnl`	Group Greedy Method for Sensor Placement. IEEE Trans. Signal Process. Chaoyang Jiang, Zhenghua Chen, Rong Su, Yeng Chai Soh
2019	J	`jnl`	Hybrid coarse-fine classification for head pose estimation. CoRR Haofan Wang, Zhenghua Chen, Yi Zhou
2019	J	`jnl`	WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM. IEEE Trans. Mob. Comput. Zhenghua Chen, Le Zhang, Chaoyang Jiang, Zhiguang Cao, Wei Cui
2018	C	`conf`	Building Occupancy Detection from Carbon-dioxide and Motion Sensors. ICARCV Chaoyang Jiang, Zhenghua Chen, Lih Chieh Png, Korkut Bekiroglu, Seshadhri Srinivasan, Rong Su
2018	J	`jnl`	Distilling the Knowledge From Handcrafted Features for Human Activity Recognition. IEEE Trans. Ind. Informatics Zhenghua Chen, Le Zhang, Zhiguang Cao, Jing Guo
2017	J	`jnl`	Building Occupancy Estimation with Environmental Sensors via CDBLSTM. IEEE Trans. Ind. Electron. Zhenghua Chen, Rui Zhao, Qingchang Zhu, Mustafa K. Masood, Yeng Chai Soh, Kezhi Mao
2017	J	`jnl`	Environmental Sensors-Based Occupancy Estimation in Buildings via IHMM-MLR. IEEE Trans. Ind. Informatics Zhenghua Chen, Qingchang Zhu, Mustafa K. Masood, Yeng Chai Soh
2017	J	`jnl`	Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM. IEEE Trans. Ind. Informatics Zhenghua Chen, Qingchang Zhu, Yeng Chai Soh, Le Zhang
2016	J	`jnl`	Deep Learning and Its Applications to Machine Health Monitoring: A Survey. CoRR Rui Zhao, Ruqiang Yan, Zhenghua Chen, Kezhi Mao, Peng Wang, Robert X. Gao
2016	J	`jnl`	Smartphone Inertial Sensor-Based Indoor Localization and Tracking With iBeacon Corrections. IEEE Trans. Ind. Informatics Zhenghua Chen, Qingchang Zhu, Yeng Chai Soh
2015	J	`jnl`	Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization. Sensors Zhenghua Chen, Han Zou, Hao Jiang, Qingchang Zhu, Yeng Chai Soh, Lihua Xie
2015	—	`conf`	Using unlabeled acoustic data with locality-constrained linear coding for energy-related activity recognition in buildings. CASE Qingchang Zhu, Zhenghua Chen, Yeng Chai Soh
2014	—	`conf`	Modeling building occupancy using a novel inhomogeneous Markov chain approach. CASE Zhenghua Chen, Yeng Chai Soh
2010	C	`conf`	A comparison of two stream approximation for the discrete ordinate method and the SOS method. IGARSS Weizhen Hou, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen
2010	C	`conf`	An atmospheric correction algorithm for hyperspectral imagery of lake water by Chinese satellite HJ-1A. IGARSS Hua Xu, Xingfa Gu, Qiu Yin, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Jia Liu, Pengfei Yin
2010	C	`conf`	Ecosystem health assessment by using remote sensing derived data: A case study of terrestrial region along the coast in Zhejiang province. IGARSS Zhenghua Chen, Qiu Yin, Li Li, Hua Xu
2010	C	`conf`	Estimating chlorophyll a concentration in lake water using space-borne hyperspectral data. IGARSS Li Li, Qiu Yin, Hua Xu, Cailan Gong, Zhenghua Chen
2010	C	`conf`	Spectral data analysis of ground objects in Chao Lake basin. IGARSS Jia Liu, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Pengfei Yin
2009	A*	`conf`	A general framework for automatic on-line replay detection in sports video. ACM Multimedia Bo Han, Yan Yan, Zhenghua Chen, Chang Liu, Weiguo Wu
2007	C	`conf`	Assessing value of grassland ecosystem services in Gansu Province, northwest of China. IGARSS Zhenghua Chen, Jian Wang, Qingyuan Ma, Zhen Yang
2007	C	`conf`	Management decision-making support system of percision agriculture based on CNCS. IGARSS Qingyuan Ma, Chao Zhang, Zhenghua Chen, Zhen Yang