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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：2/0  |  提交时间：2025/12/03
Pre-trained Recommendation  ID-based Recommendation  Multi-domain Recommendation  
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：2/0  |  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  
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：13/0  |  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  
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：12/0  |  提交时间：2025/06/25
Referring expression comprehension  CLIP  Open-category  Knowledge distillation  
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：37/0  |  提交时间：2024/12/06
Fairness  recommendation  graph neural network  counterfactual  
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：28/0  |  提交时间：2024/12/06
Explainable recommendation  triple dual learning  opinion-based explanation  
Multi-scale conditional reconstruction generative adversarial network 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 141, 页码: 9
作者:  Chen, Yanming;  Xu, Jiahao;  An, Zhulin;  Zhuang, Fuzhen
收藏  |  浏览/下载：39/0  |  提交时间：2024/05/20
Generative adversarial network  Unsupervised generation  Multi-scale instance  Reconstructed losses  
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：59/0  |  提交时间：2023/12/04
Knowledge graph  recommender system  topic model  
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10212-10227
作者:  Yang, Chuanguang;  An, Zhulin;  Zhou, Helong;  Zhuang, Fuzhen;  Xu, Yongjun;  Zhang, Qian
收藏  |  浏览/下载：48/0  |  提交时间：2023/12/04
Contrastive learning  mutual learning  online knowledge distillation  visual recognition  
Memory-Guided Multi-View Multi-Domain Fake News Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 7, 页码: 7178-7191
作者:  Zhu, Yongchun;  Sheng, Qiang;  Cao, Juan;  Nan, Qiong;  Shu, Kai;  Wu, Minghui;  Wang, Jindong;  Zhuang, Fuzhen
收藏  |  浏览/下载：45/0  |  提交时间：2023/12/04
Fake news detection  multi-domain learning  multi-view learning  memory bank