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检索条件"机构=College of Big Data and Software Engineering"
706 条 记 录,以下是1-10 订阅
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FedDAGC: Dynamic Adaptive Graph Coarsening for Federated Learning on Non-IID Graphs  18th
FedDAGC: Dynamic Adaptive Graph Coarsening for Federated Le...
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18th International Conference on Wireless Artificial Intelligent Computing Systems and Applications, WASA 2024
作者: Zhang, Chengxi Hu, Chunqiang College of Big Data and Software Engineering Chongqing University Chongqing China
Federated graph learning (FGL) has demonstrated great potential in collaboratively training graph neural network (GNN) models under the federated learning (FL) framework, benefiting from its advantage of privacy prese... 详细信息
来源: 评论
Successive Interference Cancellation-Enabled Timely Status Update in Linear Multi-hop Wireless Networks
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IEEE Transactions on Mobile Computing 2025年 第6期24卷 5298-5311页
作者: Han, Xinhui Pan, Haoyuan Wang, Zhaorui Li, Jianqiang Shenzhen University College of Computer Science and Software Engineering Shenzhen China Future Network of Intelligence Institute The School of Science and Engineering Shenzhen China Shenzhen University National Engineering Laboratory for Big Data System Computing Technology The College of Computer Science and Software Engineering Shenzhen China
We investigate the timely status update in linear multi-hop wireless networks, where a source tries to deliver status update packets to a destination through a sequence of half-duplex relays. Timeliness is measured by... 详细信息
来源: 评论
A survey on cross-user federated recommendation
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Science China(Information Sciences) 2025年 第4期68卷 7-32页
作者: Enyue YANG Yudi XIONG Wei YUAN Weike PAN Qiang YANG Zhong MING College of Computer Science and Software Engineering Shenzhen University School of Electrical Engineering and Computer Science The University of Queensland WeBank AI Lab WeBank Department of Computer Science and Engineering Hong Kong University of Science and Technology College of Big Data and Internet Shenzhen Technology University Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)
Recommender systems are effective in mitigating information overload, yet the centralized storage of user data raises significant privacy concerns. Cross-user federated recommendation(CUFR) provides a promising distri... 详细信息
来源: 评论
Improving Adaptive Runoff Forecasts in data-Scarce Watersheds Through Personalized Federated Learning  27th
Improving Adaptive Runoff Forecasts in Data-Scarce Watershe...
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Xie, Zaipeng Zhang, Xiangqin Wang, Yunfei Jie, Xuanyao Fang, Wenhao Cai, Yanping Key Laboratory of Water Big Data Technology of Ministry of Water Resources Hohai University Nanjing China College of Computer Science and Software Engineering Hohai University Nanjing China
Runoff forecasting plays a crucial role in water resource management and flood mitigation, but it often faces significant challenges due to data deficiency and decentralized datasets. Inadequate hydrological data in m... 详细信息
来源: 评论
MPNAS: Multimodal Sentiment Analysis Pruning via Neural Architecture Search
MPNAS: Multimodal Sentiment Analysis Pruning via Neural Arch...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Zhang, Binyan Ren, Ao Zhang, Zihao Duan, Moming Liu, Duo Tan, Yujuan Zhong, Kan College of Computer Science Chongqing University Chongqing China School of Big Data Software & Engineering Chongqing University Chongqing China Institute of Data Science National University of Singapore Singapore
With the rapid development of social media, sentiment analysis from multimodal posts has garnered significant attention in recent years. However, the substantial size of these models impedes their deployment on resour... 详细信息
来源: 评论
Personalized Federated Learning with Feature Alignment via Knowledge Distillation  21st
Personalized Federated Learning with Feature Alignment via...
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21st Pacific Rim International Conference on Artificial Intelligence, PRICAI 2024
作者: Qi, Guangfei Qu, Zhihao Lyu, Shen-Huan Jia, Ninghui Ye, Baoliu Key Laboratory of Water Big Data Technology of Ministry of Water Resources College of Computer Science and Software Engineering Hohai University Nanjing China National Key Laboratory for Novel Software Technology Nanjing University Nanjing China
Personalized Federated Learning (PFL) has gained significant attention for its ability to handle heterogeneous data effectively. Parameter decoupling is a typical approach to PFL. It decouples the model into a feature... 详细信息
来源: 评论
Learned Video Compression With Refined Adaptive Flow Pyramid And Coordinate-Aware Attention
Learned Video Compression With Refined Adaptive Flow Pyramid...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Huang, Qian Liu, Wenting Li, Xin Wang, Yiming College of Computer Science and Software Engineering Hohai University Nanjing China Key Laboratory of Water Big Data Technology Ministry of Water Resources Hohai University Nanjing China
In video compression, motion estimation and motion compensation are critical for achieving efficient encoding. Although the commonly used SpyNet and bilinear interpolation have contributed in improving the compression... 详细信息
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The value of the FTO gene in breast cancer treatment and prevention: a systematic review with Meta-analysis  24
The value of the FTO gene in breast cancer treatment and pre...
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3rd International Conference on Public Health and data Science, ICPHDS 2024
作者: Li, Zheng Gu, Fengming Zhang, Chengan School of Public Health Chengdu University of Traditional Chinese Medicine Sichuan Chengdu China College of Light Industry Science and Engineering Sichuan University Sichuan Chengdu China Chongqing University College of Big Data and Software Chongqing China
Background: The FTO gene has been shown to be significantly associated with obesity and body fat content, and Recent studies have suggested that it may be strongly associated with a variety of cancers, including breas... 详细信息
来源: 评论
MLPFormer: MLP-integrated transformer for colorectal histopathology whole slide image segmentation
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Neural Computing and Applications 2025年 第6期37卷 4651-4661页
作者: Wang, Yuxuan Li, Dan Li, Xuechen Guo, Yan Zuo, Yanfei Shen, Linlin Department of Computer Science Wenzhou-Kean University Wenzhou China School of Electronics and Information Engineering Wuyi University Jiangmen China Department of Histo Pathology Shanghai Histo Pathology Diagnostic Center Shanghai China College of Computer Sicence and Software Engineering Shenzhen University Shenzhen China National Engineering Laboratory for Big Data System Computing Technology Shenzhen University Shenzhen China
Colorectal intraepithelial neoplasia is a precancerous lesion of colorectal cancer, which is mainly diagnosed using pathological images. According to the characteristics of lesions, precancerous lesions can be classif... 详细信息
来源: 评论
Class-wise Adaptive Logits Distillation with Meta-Learning
Class-wise Adaptive Logits Distillation with Meta-Learning
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Xiao Huang Wu Chen Wei Zhou College of Computer and Information Science College of Software Southwest University Chongqing China School of Big Data & Software Engineering Chongqing University Chongqing China
Knowledge distillation has become a crucial technique for transferring intricate knowledge from a teacher model to a smaller student model. While logit-based knowledge distillation has shown promise, existing methods ... 详细信息
来源: 评论