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Burst-Sensitive Traffic Forecast via Multi-Property Personalized Fusion in Federated Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 5598-5614
作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Meng, Xuying;  Wang, Jingyuan;  Zhang, JunBo;  Xu, Ke
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Predictive models  Forecasting  Data models  Market research  Fluctuations  Computational modeling  Training  Telecommunication traffic  Adaptation models  Mathematical models  Network traffic forecast  federated learning (FL)  heterogeneous data  multi-scale representation  personalized fusion  
基于图表征知识蒸馏的图像分类方法 期刊论文
电子学报, 2024, 卷号: 52, 期号: 10, 页码: 3435
作者:  杨传广;  陈路明;  赵二虎;  安竹林;  徐勇军
收藏  |  浏览/下载：11/0  |  提交时间：2025/12/04
knowledge distillation  graph convolutional neural network  image classification  meta-learning  representation learning  知识蒸馏  图卷积神经网络  图像分类  元学习  表征学习  
CNIM-GCN: Consensus Neighbor Interaction-based Multi-channel Graph Convolutional Networks 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 226, 页码: 11
作者:  Zhu, Xiaofei;  Li, Chenghong;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：57/0  |  提交时间：2023/12/04
Network representation learning  Deep learning  Graph convolutional networks  Node classification  
Hierarchical Decentralized Federated Learning Framework with Adaptive Clustering: Bloom-Filter-Based Companions Choice for Learning Non-IID Data in IoV 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 18, 页码: 18
作者:  Liu, Siyuan;  Liu, Zhiqiang;  Xu, Zhiwei;  Liu, Wenjing;  Tian, Jie
收藏  |  浏览/下载：46/0  |  提交时间：2023/12/04
Internet of Vehicles  hierarchical decentralized federated learning  in-network compact representation  vehicle clustering  
Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：68/0  |  提交时间：2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning  
UniSKGRep: A unified representation learning framework of social network and knowledge graph 期刊论文
NEURAL NETWORKS, 2023, 卷号: 158, 页码: 142-153
作者:  Shen, Yinghan;  Jiang, Xuhui;  Li, Zijian;  Wang, Yuanzhuo;  Xu, Chengjin;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：59/0  |  提交时间：2023/07/12
Social knowledge graph  Graph representation learning  Knowledge graph  Social network  
社交知识图谱研究综述 期刊论文
计算机学报, 2023, 卷号: 46, 期号: 2, 页码: 304
作者:  江旭晖;  沈英汉;  李子健;  王元卓;  尹芷仪;  沈华伟
收藏  |  浏览/下载：53/0  |  提交时间：2024/05/20
social knowledge graph  social network  knowledge graph  knowledge reasoning  graph representation learning  knowledge extraction  graph integration  社交知识图谱  社交网络  知识图谱  知识推理  图表示学习  知识抽取  网络融合  
NEAWalk: Inferring missing social interactions via topological-temporal embeddings of social groups 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2022, 页码: 25
作者:  Shen, Yinghan;  Jiang, Xuhui;  Li, Zijian;  Wang, Yuanzhuo;  Jin, Xiaolong;  Ma, Shengjie;  Cheng, Xueqi
收藏  |  浏览/下载：59/0  |  提交时间：2022/12/07
Dynamic network completion  Dynamic graph representation learning  Social group  Anonymous walk  
Binary Volumetric Convolutional Neural Networks for 3-D Object Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 卷号: 68, 期号: 1, 页码: 38-48
作者:  Ma, Chao;  Guo, Yulan;  Lei, Yinjie;  An, Wei
收藏  |  浏览/下载：316/0  |  提交时间：2019/04/03
3-D object recognition  convolutional neural network (CNN)  deep learning (DL)  network binarization  volumetric representation  
Learning deep representation for trajectory clustering 期刊论文
EXPERT SYSTEMS, 2018, 卷号: 35, 期号: 2, 页码: 16
作者:  Yao, Di;  Zhang, Chao;  Zhu, Zhihua;  Hu, Qin;  Wang, Zheng;  Huang, Jianhui;  Bi, Jingping
收藏  |  浏览/下载：120/0  |  提交时间：2019/12/10
recurrent neural network  representation learning  sequence-to-sequence learning  trajectory clustering