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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：35/0  |  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：57/0  |  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：41/0  |  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：74/0  |  提交时间：2025/06/25
spatial-temporal data mining  trajectory prediction  hierarchical framework  model-agnostic  
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：72/0  |  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  
Temporal Knowledge Graph Reasoning With Dynamic Memory Enhancement 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 7115-7128
作者:  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Zhao, Yu;  Wang, Deqing;  Zheng, Hongwei
收藏  |  浏览/下载：52/0  |  提交时间：2025/06/25
Cognition  Knowledge graphs  Task analysis  History  Convolution  Biological system modeling  Semantics  Temporal knowledge graph (TKG)  memory pool  temporal knowledge graph reasoning  
FairGap: Fairness-Aware Recommendation via Generating Counterfactual Graph 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 4, 页码: 25
作者:  Chen, Wei;  Wu, Yiqing;  Zhang, Zhao;  Zhuang, Fuzhen;  He, Zhongshi;  Xie, Ruobing;  Xia, Feng
收藏  |  浏览/下载：71/0  |  提交时间：2024/12/06
Fairness  recommendation  graph neural network  counterfactual  
Self-supervised noise modeling and sparsity guided electron tomography volumetric image denoising 期刊论文
ULTRAMICROSCOPY, 2024, 卷号: 255, 页码: 11
作者:  Yang, Zhidong;  Zang, Dawei;  Li, Hongjia;  Zhang, Zhao;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载：98/0  |  提交时间：2024/05/20
Electron tomography  Image denoising  Self-supervised learning  
Heterogeneous Graph Neural Network With Multi-View Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 11, 页码: 11476-11488
作者:  Shao, Zezhi;  Xu, Yongjun;  Wei, Wei;  Wang, Fei;  Zhang, Zhao;  Zhu, Feida
收藏  |  浏览/下载：94/0  |  提交时间：2024/05/20
Heterogeneous graphs  graph neural networks  graph embedding  
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：120/0  |  提交时间：2023/12/04
Knowledge graph  recommender system  topic model