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Deep learning assisted logic gates for real-time identification of natural tetracycline antibiotics Journal article
Tan, Ping, Chen, Yuhui, Chang, Hongrong, Liu, Tao, Wang, Jian, Lu, Zhiwei, Sun, Mengmeng, Su, Gehong, Wang, Yanying, Wang, Huimin David, Leung, Chunghang, Rao, Hanbing, Wu, Chun. Deep learning assisted logic gates for real-time identification of natural tetracycline antibiotics[J]. Food Chemistry, 2024, 454, 139705.
Authors:  Tan, Ping;  Chen, Yuhui;  Chang, Hongrong;  Liu, Tao;  Wang, Jian; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:8.5/8.2 | Submit date：2024/06/05
Deep Learning  Identification  Logic Gates  Smartphone  Tetracycline Antibiotics  
Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing Conference paper
Wu, Yebo, Li, Li, Tian, Chunlin, Chang, Tao, Lin, Chi, Wang, Cong, Xu, Cheng Zhong. Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Wu, Yebo;  Li, Li;  Tian, Chunlin;  Chang, Tao;  Lin, Chi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Federated Learning  Heterogeneous Memory  On-device Training  Training  Accuracy  Runtime  Perturbation Methods  Memory Management  Quality Of Service  
Heterogeneity-Aware Memory-Efficient Federated Learning via Progressive Layer Freezing Conference paper
Yebo Wu, Li Li, Chunlin Tian, Tao Chang, Chi Lin, Cong Wang, ChengZhong Xu. Heterogeneity-Aware Memory-Efficient Federated Learning via Progressive Layer Freezing[C], 2024.
Authors:  Yebo Wu;  Li Li;  Chunlin Tian;  Tao Chang;  Chi Lin; et al.
Favorite |  | Submit date：2024/08/29
FedEKT: Ensemble Knowledge Transfer for Model-Heterogeneous Federated Learning Conference paper
Meihan Wu, Li Li, Tao Chang, Peng Qiao, Cui Miao, Jie Zhou, Jingnan Wang, Xiaodong Zhang. FedEKT: Ensemble Knowledge Transfer for Model-Heterogeneous Federated Learning[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 202971.
Authors:  Meihan Wu;  Li Li;  Tao Chang;  Peng Qiao;  Cui Miao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/29
Federated Learning  Knowledge Transfer  Model Heterogeneity  
PFed-DBA: Distribution Bias Aware Personalized Federated Learning for Data Heterogeneity Conference paper
Meihan Wu, Li Li, Tao Chang, Jie Zhou, Cui Miao, Xiaodong Wang, ChengZhong Xu, Rigall, Eric. PFed-DBA: Distribution Bias Aware Personalized Federated Learning for Data Heterogeneity[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 202971.
Authors:  Meihan Wu;  Li Li;  Tao Chang;  Jie Zhou;  Cui Miao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/29
Contrastive Learning  Data Heterogeneity  Ersonalized Federated Learning  Representation Learning  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface Journal article
Tao, Wei, Wang, Ze, Wong, Chi Man, Jia, Ziyu, Li, Chang, Chen, Xun, Chen, C. L.Philip, Wan, Feng. ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 32, 154-165.
Authors:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
FedHybrid: Hierarchical Hybrid Training for High-Performance Federated Learning Conference paper
Tao Chang, Li Li, Meihan Wu, Wei Yu, Xiaodong Wang. FedHybrid: Hierarchical Hybrid Training for High-Performance Federated Learning[C], 2023.
Authors:  Tao Chang;  Li Li;  Meihan Wu;  Wei Yu;  Xiaodong Wang
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/12/14
Depression and anxiety among caregivers of psychiatric patients during the late stage of the COVID-19 pandemic: A perspective from network analysis Journal article
Sun, He Li, Zhao, Yan Jie, Sha, Sha, Li, Xiao Hong, Si, Tong Leong, Liu, Yu Fei, Su, Zhaohui, Cheung, Teris, Chang, Angela, Liu, Zhao Min, Li, Xinyue, Ng, Chee H., An, Feng Rong, Xiang, Yu Tao. Depression and anxiety among caregivers of psychiatric patients during the late stage of the COVID-19 pandemic: A perspective from network analysis[J]. Journal of Affective Disorders, 2023, 344, 33-40.
Authors:  Sun, He Li;  Zhao, Yan Jie;  Sha, Sha;  Li, Xiao Hong;  Si, Tong Leong; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.9/5.4 | Submit date：2024/02/22
Anxiety  Caregivers  Depression  Network Analysis  
Safety of Supplementation of Omega-3 Polyunsaturated Fatty Acids: A Systematic Review and Meta-Analysis of Randomized Controlled Trials Review article
2023
Authors:  Chang, Jane Pei Chen;  Tseng, Ping Tao;  Zeng, Bing Syuan;  Chang, Cheng Ho;  Su, Huanxing; et al.
Favorite | TC[WOS]:14 TC[Scopus]:18  IF:8.0/10.6 | Submit date：2024/01/10
Adverse Effect  Docosahexaenoic Acid (Dha)  Eicosapentaenoid Acid (Epa)  Prescription Ω-3 Pufa Products (Rxome3fas)  Tolerability  Ω-3 Polyunsaturated Fatty Acids (Pufas)  
Improving Grammatical Error Correction with Multimodal Feature Integration Conference paper
Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang. Improving Grammatical Error Correction with Multimodal Feature Integration[C]:Association for Computational Linguistics (ACL), 2023, 9328-9344.
Authors:  Tao Fang;  Jinpeng Hu;  Derek F. Wong;  Xiang Wan;  Lidia S. Chao; et al.
Favorite | TC[Scopus]:11 | Submit date：2023/08/03