中国科学院计算技术研究所机构知识库

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	GinAR plus : A Robust End-to-End Framework for Multivariate Time Series Forecasting With Missing Values 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4635-4648 作者:  Yu, Chengqing;  Wang, Fei;  Shao, Zezhi;  Qian, Tangwen;  Zhang, Zhao;  Wei, Wei;  An, Zhulin;  Wang, Qi;  Xu, Yongjun 收藏  |  浏览/下载：12/0  |  提交时间：2025/12/03 Correlation  Predictive models  Forecasting  Time series analysis  Data models  Robustness  Adaptation models  Imputation  Contrastive learning  Training  graph interpolation attention recursive network  multivariate time series forecasting with missing values
	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：9/0  |  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
	Dynamic Behavior Cloning With Temporal Feature Prediction: Enhancing Robotic Arm Manipulation in Moving Object Tasks 期刊论文 IEEE ROBOTICS AND AUTOMATION LETTERS, 2025, 卷号: 10, 期号: 6, 页码: 5209-5216 作者:  Zhang, Yifan;  Wang, Ruiping;  Chen, Xilin 收藏  |  浏览/下载：22/0  |  提交时间：2025/06/25 Cloning  Robots  Visualization  Trajectory  Predictive models  Dynamics  Three-dimensional displays  Manipulator dynamics  Adaptation models  Transformers  Imitation learning  deep learning in grasping and manipulation
	Deep learning for hepatocellular carcinoma recurrence before and after liver transplantation: a multicenter cohort study 期刊论文 SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 10 作者:  Cao, Shuang;  Yu, Sihan;  Huang, Liangbin;  Seery, Samuel;  Xia, Yu;  Zhao, Yongwei;  Si, Zhongzhou;  Zhang, Xinxue;  Zhu, Jiqiao;  Lang, Ren;  Kou, Jiantao;  Zhang, Haiming;  Wei, Lin;  Zhou, Guangpeng;  Sun, Liying;  Wang, Lei;  Li, Ting;  He, Qiang;  Zhu, Zhijun 收藏  |  浏览/下载：43/0  |  提交时间：2025/06/25 Hepatocellular carcinoma  Liver transplantation  Recurrence predictive models  Deep learning  DeepSurv
	Dual-Domain Teacher for Unsupervised Domain Adaptation Detection 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 4217-4226 作者:  Wang, Fei;  Zhao, Luhui;  Hong, Shijie;  Wang, Zhe;  Liu, Chen;  Gao, Changxin;  Li, Jinsheng;  Li, Xin;  Luo, Dapeng 收藏  |  浏览/下载：12/0  |  提交时间：2025/12/03 Adaptation models  Training  Reliability  Object detection  Detectors  Annotations  Translation  Predictive models  Feature extraction  Representation learning  Domain adaptation  dual-domain teacher  object detection  pseudo-labels
	Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文 IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12 作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian 收藏  |  浏览/下载：43/0  |  提交时间：2025/06/25 Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling
	REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 16 作者:  Liu, Qingxiang;  Sun, Sheng;  Liang, Yuxuan;  Xu, Xiaolong;  Liu, Min;  Bilal, Muhammad;  Wang, Yuwei;  Li, Xujing;  Zheng, Yu 收藏  |  浏览/下载：24/0  |  提交时间：2025/06/25 Predictive models  Concept drift  Correlation  Forecasting  Computational modeling  Data models  Optimization  Adaptation models  Urban areas  Training  Traffic flow forecasting  federated learning  concept drift  online learning  graph convolution
	Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14 作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao 收藏  |  浏览/下载：64/0  |  提交时间：2025/06/25 Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views
	Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408 作者:  Jin, Guangyin;  Liang, Yuxuan;  Fang, Yuchen;  Shao, Zezhi;  Huang, Jincai;  Zhang, Junbo;  Zheng, Yu 收藏  |  浏览/下载：41/0  |  提交时间：2024/12/06 Surveys  Task analysis  Time series analysis  Transportation  Topology  Graph neural networks  Deep learning  predictive learning  spatio-temporal data mining  time series  urban computing
	Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13 作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo 收藏  |  浏览/下载：45/0  |  提交时间：2024/12/06 Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow forecasting