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Towards accurate knowledge transfer via target-awareness representation disentanglement Journal article
Li, Xingjian, Hu, Di, Li, Xuhong, Xiong, Haoyi, Xu, Chengzhong, Dou, Dejing. Towards accurate knowledge transfer via target-awareness representation disentanglement[J]. Machine Learning, 2023, 113(2), 699-723.
Authors:  Li, Xingjian;  Hu, Di;  Li, Xuhong;  Xiong, Haoyi;  Xu, Chengzhong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.3/5.8 | Submit date：2024/02/22
Fine-tuning  Representation Disentanglement  Transfer Learning  
A method and device for training classification models and data classification Patent
专利类型: 发明专利Invention,
Authors:  Kafeng Wang;  Chengzhong Xu;  Haoyi Xiong;  Xingjian Li;  Dejing Dou
Favorite |  | Submit date：2022/08/29
Deep Learning  Efficiency  Neural Network  Compression  Dynamic Computing  
Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs Conference paper
Zhang, Zeren, Li, Xingjian, Hong, Tao, Wang, Tianyang, Ma, Jinwen, Xiong, Haoyi, Xu, Cheng Zhong. Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs[C], 2023, 293-308.
Authors:  Zhang, Zeren;  Li, Xingjian;  Hong, Tao;  Wang, Tianyang;  Ma, Jinwen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Generative Adversarial Networks  Transfer Learning  
Semi-supervised transfer learning with hierarchical self-regularization Journal article
Li, Xingjian, Abuduweili, Abulikemu, Shi, Humphrey, Yang, Pengkun, Dou, Dejing, Xiong, Haoyi, Xu, Chengzhong. Semi-supervised transfer learning with hierarchical self-regularization[J]. Pattern Recognition, 2023, 144, 109831.
Authors:  Li, Xingjian;  Abuduweili, Abulikemu;  Shi, Humphrey;  Yang, Pengkun;  Dou, Dejing; et al.
Favorite | TC[WOS]:5 TC[Scopus]:8  IF:7.5/7.6 | Submit date：2023/09/21
Adaptive Sample Selection  Deep Learning  Fine-tuning  Hierarchical Consistency  Semi-supervised Learning  Transfer Learning  
Machine Learning in Real-Time Internet of Things Systems Journal article
Jiang Bian, Abdullah AI Arafat, Haoyi Xiong, Jing Li, Li Li, Hongyang Chen, Dejing Dou, Jun Wang, Zhishan Guo. Machine Learning in Real-Time Internet of Things Systems[J]. IEEE Internet of Things Journal, 2022.
Authors:  Jiang Bian;  Abdullah AI Arafat;  Haoyi Xiong;  Jing Li;  Li Li; et al.
Favorite |   IF:8.2/9.0 | Submit date：2022/08/30
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Journal article
Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou. COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization[J]. Neural Processing Letters, 2022, 54(6), 4735 - 4749.
Authors:  Xingjian Li;  Haoyi Xiong;  Haozhe An;  Chengzhong Xu;  Dejing Dou
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.6/2.4 | Submit date：2022/08/05
Deep Learning  Neural Networks  Soft Label  
Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey Review article
2022
Authors:  Bian, Jiang;  Arafat, Abdullah Al;  Xiong, Haoyi;  Li, Jing;  Li, Li; et al.
Favorite | TC[WOS]:23 TC[Scopus]:39  IF:8.2/9.0 | Submit date：2022/05/17
Deep Learning  Hardware  Internet Of Things  Internet Of Things  Machine Learning  Machine Learning Algorithms  Real-time Systems  Real-time Systems.  Scheduling  Scheduling Algorithms  Sensors  Task Analysis  
“In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Cheng-Zhong Xu, Dejing Dou. “In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation[J]. ACM Transactions on Intelligent Systems and Technology, 2021, 12(5), 63:1-63:19.
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Cheng-Zhong Xu; et al.
Adobe PDF | Favorite | TC[WOS]:4 TC[Scopus]:7  IF:7.2/8.5 | Submit date：2022/08/22
Transfer Learning  Knowledge Distillation  Ensemble Learning  
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks Journal article
Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Ji Liu, Cheng-Zhong Xu, Dejing Dou. Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 16(3), 42:1-42:20.
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Ji Liu; et al.
Adobe PDF | Favorite | TC[WOS]:10 TC[Scopus]:16  IF:4.0/3.9 | Submit date：2022/08/22
Trasfer Learning  Framework  Algorithms  Knowledge Distillation  
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing Journal article
Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu. SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(22), 16666-16679.
Authors:  Kafeng Wang;  Haoyi Xiong;  Jie Zhang;  Hongyang Chen;  Dejing Dou; et al.
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:8.2/9.0 | Submit date：2022/08/22
Internet Of Vehicles (Iov)  Magnetic Sensing  Traffic Monitoring  Vehicle-type Classification