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Peak-controlled logits poisoning attack in federated distillation 期刊论文
DISCOVER COMPUTING, 2025, 卷号: 28, 期号: 1, 页码: 18
作者:  Tang, Yuhan;  Wu, Zhiyuan;  Gao, Bo;  Wen, Tian;  Wang, Yuwei;  Sun, Sheng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Federated learning  Knowledge distillation  Knowledge transfer  Poisoning attack  Misleading attack  
LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20
作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Staleness-Controlled Asynchronous Federated Learning: Accuracy and Efficiency Tradeoff 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 12621-12634
作者:  Sun, Sheng;  Zhang, Zengqi;  Pan, Quyang;  Liu, Min;  Wang, Yuwei;  He, Tianliu;  Chen, Yali;  Wu, Zhiyuan
收藏  |  浏览/下载：12/0  |  提交时间：2025/06/25
Asynchronous learning  convergence efficiency  federated learning  lyapunov optimization  model accuracy  Asynchronous learning  convergence efficiency  federated learning  lyapunov optimization  model accuracy  
Multi-granularity relationship reasoning network for high-fidelity 3D shape reconstruction 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 155, 页码: 11
作者:  Li, Lei;  Zhou, Zhiyuan;  Wu, Suping;  Li, Pan;  Zhang, Boyang
收藏  |  浏览/下载：28/0  |  提交时间：2024/12/06
3D reconstruction  Multi-granularity  Cycle loss  High-fidelity  
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：35/0  |  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  
Row-Column Separated Attention Based Low-Light Image/Video Enhancement 期刊论文
COMPUTER GRAPHICS FORUM, 2024, 页码: 15
作者:  Dong, Chengqi;  Cao, Zhiyuan;  Qi, Tuoshi;  Wu, Kexin;  Gao, Yixing;  Tang, Fan
收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06
Low-light image/video enhancement  Row-column separated attention  Temporal consistency  
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：32/0  |  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  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载：39/0  |  提交时间：2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity  
Streamlining spatial omics data analysis with Pysodb 期刊论文
NATURE PROTOCOLS, 2023, 页码: 72
作者:  Lin, Senlin;  Zhao, Fangyuan;  Wu, Zihan;  Yao, Jianhua;  Zhao, Yi;  Yuan, Zhiyuan
收藏  |  浏览/下载：52/0  |  提交时间：2024/05/20
VCSNet: V-fused color saliency net 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 12
作者:  Xu, Binjing;  Wu, Qiong;  Qin, Hong;  Liu, Zhiyuan;  Shi, Lin;  Li, Shuang
收藏  |  浏览/下载：66/0  |  提交时间：2022/12/07
color attention  deep learning  eye movement  saliency detection