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T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2024, 卷号: 2024, 页码: 15
作者:  Wu, Fan;  Wei, Liangrui;  Luo, Haiyong;  Zhao, Fang;  Ma, Xin;  Ning, Bokun
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Toward Network-Aware Query Execution Systems in Large Datacenters 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023, 卷号: 20, 期号: 4, 页码: 4494-4504
作者:  Cheng, Long;  Wang, Ying;  Jhaveri, Rutvij H.;  Wang, Qingle;  Mao, Ying
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Query data operator  coflow scheduling  network communication  performance optimizations  datacenters  
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 6, 页码: 22
作者:  Zhang, Weigang;  Qi, Zhaobo;  Wang, Shuhui;  Su, Chi;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Event recognition  temporal concept receptive field  dynamic convolution  
Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 23
作者:  Li, Qiming;  Zhang, Zhao;  Zhuang, Fuzhen;  Xu, Yongjun;  Li, Chao
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Knowledge graph  recommender system  topic model  
DUASVS: A Mobile Data Saving Strategy in Short-Form Video Streaming 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 2, 页码: 1066-1078
作者:  Zhang, Guanghui;  Zhang, Jie;  Liu, Ke;  Guo, Jing;  Lee, Jack Y. B.;  Hu, Haibo;  Aggarwal, Vaneet
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Streaming media  Switches  Bit rate  Prefetching  Quality of experience  Bandwidth  Adaptation models  Short video streaming  mobile network  data usage  quality-of-experience  video reliability  
STAM: A SpatioTemporal Attention Based Memory for Video Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 2354-2367
作者:  Chang, Zheng;  Zhang, Xinfeng;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Global spatiotemporal information  spatio temporal receptive field  3D convolutional neural network  spatiotemporal attention  sequence learning  video prediction  
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 1017-1035
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Recommendation system  collaborative metric learning  negative sampling  machine learning  
Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 6157-6170
作者:  Zhuo, Junbao;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Domain Adaptation  Uncertainty  Noisy Label  Transfer Learning  Deep Learning  
Learning With Multiclass AUC: Theory and Algorithms 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 7747-7763
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
AUC optimization  machine learning  
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 8449-8464
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Huang, Qingming
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Feature extraction  Predictive models  Wrapping  Frequency modulation  Computational modeling  Training  Recommender systems  Click-through rate prediction  recommender system  bilevel optimization  meta-learning