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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  
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：13/0  |  提交时间：2025/06/25
Open-category referring expression comprehension via multi-modal knowledge transfer 期刊论文
NEUROCOMPUTING, 2024, 卷号: 598, 页码: 10
作者:  Mi, Wenyu;  Wang, Jianji;  Zhuang, Fuzhen;  An, Zhulin;  Guo, Wei
收藏  |  浏览/下载：14/0  |  提交时间：2025/06/25
Referring expression comprehension  CLIP  Open-category  Knowledge distillation  
Triple Dual Learning for Opinion-based Explainable Recommendation 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 3, 页码: 27
作者:  Zhang, Yuting;  Sun, Ying;  Zhuang, Fuzhen;  Zhu, Yongchun;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06
Explainable recommendation  triple dual learning  opinion-based explanation  
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1284-1295
作者:  Yang, Han;  Wang, Qiuli;  Zhang, Yue;  An, Zhulin;  Liu, Chen;  Zhang, Xiaohong;  Zhou, S. Kevin
收藏  |  浏览/下载：36/0  |  提交时间：2024/12/06
Lung nodules segmentation  uncertainty  multiple annotations  computed tomography