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DPFA-net: a lightweight hybrid neural network with dual path feature aggregation for food image recognition 期刊论文
MULTIMEDIA SYSTEMS, 2026, 卷号: 32, 期号: 2, 页码: 17
作者:  Zhu, Xiangyi;  Zhang, Wenli;  Sheng, Yingnan;  Lv, Congrui;  Sheng, Guorui;  Min, Weiqing;  Jiang, Shuqiang
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Food image recognition  Food computing  Lightweight  Vision transformer  
Channel grouping vision transformer for lightweight fruit and vegetable recognition 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 292, 页码: 11
作者:  Liu, Chengxu;  Min, Weiqing;  Song, Jingru;  Ang, Yancun Y.;  Sheng, Guorui;  Yao, Tao;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Fruit recognition  Vegetable recognition  Lightweight  Deep learning  Computer vision  
Federated Class-Incremental Learning with New-Class Augmented Self-Distillation 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 5, 页码: 1427-1437
作者:  Wu, Zhi-Yuan;  Sun, Sheng;  He, Tian-Liu;  Wang, Yu-Wei;  Liu, Min;  Gao, Bo;  Jiang, Xue-Feng
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
federated learning  class-incremental learning  knowledge distillation  
Multi-View Edge Attention Network for Fine-Grained Food Image Segmentation 期刊论文
FOODS, 2025, 卷号: 14, 期号: 17, 页码: 14
作者:  Liu, Chengxu;  Sheng, Guorui;  Min, Weiqing;  Wu, Xiaojun;  Jiang, Shuqiang
收藏  |  浏览/下载：17/0  |  提交时间：2025/12/03
food image  image segmentation  food health  deep learning  
FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499
作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu
收藏  |  浏览/下载：34/0  |  提交时间：2025/06/25
Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment  
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载：57/0  |  提交时间：2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
Lightweight Food Recognition via Aggregation Block and Feature Encoding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 10, 页码: 25
作者:  Yang, Yancun;  Min, Weiqing;  Song, Jingru;  Sheng, Guorui;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：57/0  |  提交时间：2025/06/25
Food Recognition  Lightweight  Aggregation Block  FLOPs  
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Jiang, Xuefeng;  Gao, Bo
收藏  |  浏览/下载：52/0  |  提交时间：2024/12/06
Computational modeling  Data models  Training  Servers  Multitasking  Adaptation models  Optimization  Distributed optimization  federated learning  knowledge distillation  multi-access edge computing  multi-task learning  
Exploiting global contextual information for document-level named entity recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 284, 页码: 10
作者:  Yu, Yiting;  Wang, Zanbo;  Wei, Wei;  Zhang, Ruihan;  Mao, Xian-Ling;  Feng, Shanshan;  Wang, Fei;  He, Zhiyong;  Jiang, Sheng
收藏  |  浏览/下载：65/0  |  提交时间：2024/05/20
Named entity recognition  Global contextual information  Graph neural network  Epistemic uncertainty  
A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition 期刊论文
NUTRIENTS, 2024, 卷号: 16, 期号: 2, 页码: 16
作者:  Sheng, Guorui;  Min, Weiqing;  Zhu, Xiangyi;  Xu, Liang;  Sun, Qingshuo;  Yang, Yancun;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：61/0  |  提交时间：2024/05/20
food recognition  lightweight  global feature  ViT  nutrition management