中国科学院计算技术研究所机构知识库

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	Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文 NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12 作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)
	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
	A Model-Agnostic Hierarchical Framework Towards Trajectory Prediction 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 322-339 作者:  Qian, Tang-Wen;  Wang, Yuan;  Xu, Yong-Jun;  Zhang, Zhao;  Wu, Lin;  Qiu, Qiang;  Wang, Fei 收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25 spatial-temporal data mining  trajectory prediction  hierarchical framework  model-agnostic
	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
	Open-set deep learning-enabled single-cell Raman spectroscopy for rapid identification of airborne pathogens in real-world environments 期刊论文 SCIENCE ADVANCES, 2025, 卷号: 11, 期号: 2, 页码: 14 作者:  Zhu, Longji;  Yang, Yunan;  Xu, Fei;  Lu, Xinyu;  Shuai, Mingrui;  An, Zhulin;  Chen, Xiaomeng;  Li, Hu;  Martin, Francis L.;  Vikesland, Peter J.;  Ren, Bin;  Tian, Zhong-Qun;  Zhu, Yong-Guan;  Cui, Li 收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
	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：39/0  |  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
	OpenSlot: Mixed Open-Set Recognition With Object-Centric Learning 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6019-6030 作者:  Yin, Xu;  Pan, Fei;  An, Guoyuan;  Huo, Yuchi;  Xie, Zixuan;  Yoon, Sung-Eui 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Semantics  Training  Object detection  Benchmark testing  Image reconstruction  Dogs  Safety  Prototypes  Object recognition  Linear programming  Mixed open-set recognition  object-centric learning  open-set object detection
	Cost-Effective DNA Storage System with DNA Movable Type 期刊论文 ADVANCED SCIENCE, 2024, 页码: 15 作者:  Wang, Chenyang;  Wei, Di;  Wei, Zheng;  Yang, Dongxin;  Xing, Jing;  Wang, Yunze;  Wang, Xiaotong;  Wang, Pei;  Ma, Guannan;  Zhang, Xinru;  Li, Haolan;  Tang, Chuan;  Hou, Pengfei;  Wang, Jie;  Gao, Renjun;  Xie, Guiqiu;  Li, Cuidan;  Ju, Yingjiao;  Wang, Peihan;  Yue, Liya;  Zhao, Yongliang;  Sheng, Yongjie;  Xiao, Jingfa;  Niu, Haitao;  Xu, Sihong;  Yang, Huaiyi;  Liu, Di;  Duan, Bo;  Bu, Dongbo;  Tan, Guangming;  Chen, Fei 收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25 DNA data storage  DNA movable type  DNA-based storage