中国科学院计算技术研究所机构知识库

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	Low-redundancy distillation for continual learning 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 167, 页码: 12 作者:  Liu, Ruiqi;  Diao, Boyu;  Huang, Libo;  An, Zijia;  Liu, Hangda;  An, Zhulin;  Xu, Yongjun 收藏  |  浏览/下载：10/0  |  提交时间：2025/12/03 Continual learning  Lifelong learning  Catastrophic forgetting  Knowledge distillation  Experience replay
	ID-centric Pre-training for Recommendation 期刊论文 ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2025, 卷号: 43, 期号: 5, 页码: 29 作者:  Wu, Yiqing;  Xie, Ruobing;  Zhang, Zhao;  Zhang, Xu;  Zhuang, Fuzhen;  Lin, Leyu;  Kang, Zhanhui;  An, Zhulin;  Xu, Yongjun 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Pre-trained Recommendation  ID-based Recommendation  Multi-domain Recommendation
	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：4/0  |  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
	AdaE: Knowledge Graph Embedding With Adaptive Embedding Sizes 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4432-4445 作者:  Guan, Zhanpeng;  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Wang, Fei;  An, Zhulin;  Xu, Yongjun 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Knowledge graphs  Adaptation models  Training  Data models  Search problems  Vectors  Overfitting  Tail  Optimization  Tensors  Knowledge graph embedding (KGE)  Data imbalance issue  Dimension selection
	TCMP-300: A Comprehensive Traditional Chinese Medicinal Plant Dataset for Plant Recognition 期刊论文 SCIENTIFIC DATA, 2025, 卷号: 12, 期号: 1, 页码: 12 作者:  Zhang, Yanling;  Sun, Wanhui;  Yang, Chuanguang;  Huang, Libo;  An, Zhulin;  Feng, Weilun;  Tang, Wenjing;  Xu, Yongjun 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
	Utilizing GCN-Based Deep Learning for Road Extraction from Remote Sensing Images 期刊论文 SENSORS, 2025, 卷号: 25, 期号: 13, 页码: 27 作者:  Jiang, Yu;  Zhao, Jiasen;  Luo, Wei;  Guo, Bincheng;  An, Zhulin;  Xu, Yongjun 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 depthwise separable convolution  graph convolution  road extraction  smart cities  gradient operator  graph reasoning
	Trajectory-User Linking via Multi-Scale Graph Attention Network 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 158, 页码: 16 作者:  Li, Yujie;  Sun, Tao;  Shao, Zezhi;  Zhen, Yiqiang;  Xu, Yongjun;  Wang, Fei 收藏  |  浏览/下载：48/0  |  提交时间：2024/12/06 Trajectory-user linking  Graph neural network  Trajectory classification  Spatio-temporal data mining  Check-in data
	MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction 期刊论文 INFORMATION FUSION, 2025, 卷号: 113, 页码: 15 作者:  Yu, Chengqing;  Wang, Fei;  Wang, Yilun;  Shao, Zezhi;  Sun, Tao;  Yao, Di;  Xu, Yongjun 收藏  |  浏览/下载：46/0  |  提交时间：2024/12/06 Air quality prediction  Multi-Granularity Spatiotemporal Fusion  Transformer  Spatiotemporal correlation  Multi-source information fusion
	Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305 作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi 收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25 Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting
	A resource-aware workload scheduling method for unbalanced GEMMs on GPUs 期刊论文 COMPUTER JOURNAL, 2024, 页码: 10 作者:  Liu, Hangda;  Diao, Boyu;  Chen, Wenxin;  Xu, Yongjun 收藏  |  浏览/下载：34/0  |  提交时间：2024/12/06