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Towards Food Image Retrieval via Generalization-Oriented Sampling and Loss Function Design 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 1, 页码: 19
作者:  Song, Jiajun;  Li, Zhuo;  Min, Weiqing;  Jiang, Shuqiang
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Food computing  image retrieval  deep learning  
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：11/0  |  提交时间：2023/12/04
Knowledge graph  recommender system  topic model  
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2023, 卷号: 60, 期号: 4, 页码: 14
作者:  Huang, Junjie;  Xie, Ruobing;  Cao, Qi;  Shen, Huawei;  Zhang, Shaoliang;  Xia, Feng;  Cheng, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Negative feedback  Signed social networks  Graph Neural Networks  Recommender system  
What is Event Knowledge Graph: A Survey 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 7, 页码: 7569-7589
作者:  Guan, Saiping;  Cheng, Xueqi;  Bai, Long;  Zhang, Fujun;  Li, Zixuan;  Zeng, Yutao;  Jin, Xiaolong;  Guo, Jiafeng
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Event knowledge graph  schema  event acquisition  script event prediction  temporal knowledge graph prediction  
Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：19/0  |  提交时间：2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning  
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 1017-1035
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Recommendation system  collaborative metric learning  negative sampling  machine learning  
Self-Supervised learning for Conversational Recommendation 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2022, 卷号: 59, 期号: 6, 页码: 19
作者:  Li, Shuokai;  Xie, Ruobing;  Zhu, Yongchun;  Zhuang, Fuzhen;  Tang, Zhenwei;  Zhao, Wayne Xin;  He, Qing
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Conversational recommender system  Self-supervised learning  Knowledge  
User Identity Linkage across Social Networks with the Enhancement of Knowledge Graph and Time Decay Function 期刊论文
ENTROPY, 2022, 卷号: 24, 期号: 11, 页码: 22
作者:  Gao, Hao;  Wang, Yongqing;  Shao, Jiangli;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
user identity linkage  knowledge graph  named entity  time decay function  text matching  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
Adaptively sharing multi-levels of distributed representations in multi-task learning 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 591, 页码: 226-234
作者:  Wang, Tianxin;  Zhuang, Fuzhen;  Sun, Ying;  Zhang, Xiangliang;  Lin, Leyu;  Xia, Feng;  He, Lei;  He, Qing
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Multi-task learning  Deep learning  Machine learning