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Learning Latent Relations for Temporal Knowledge Graph Reasoning 会议论文
, Toronto, Canada, 2023-7-9
作者:  Mengqi Zhang;  Yuwei Xia;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(1574Kb)  |  收藏  |  浏览/下载：322/214  |  提交时间：2023/07/03
TREPH: A Plug-In Topological Layer for Graph Neural Networks 期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:  Ye, Xue;  Sun, Fang;  Xiang, Shiming
Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：103/26  |  提交时间：2023/06/19
graph neural network  graph representation learning  topological data analysis  extended persistent homology  
Integrating Relational Knowledge With Text Sequences for Script Event Prediction 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: early access
作者:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(3215Kb)  |  收藏  |  浏览/下载：266/83  |  提交时间：2023/03/20
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  收藏  |  浏览/下载：245/30  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
作者:  Li, Mingda;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(931Kb)  |  收藏  |  浏览/下载：294/49  |  提交时间：2022/06/10
Knowledge graph embedding  Out-of-knowledge-graph entities  Knowledge graph completion  Similarity search  
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
作者:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
Adobe PDF(2770Kb)  |  收藏  |  浏览/下载：197/49  |  提交时间：2022/06/23
Trustworthy AI  Privacy-preserving machine learning  
Tucker decomposition-based temporal knowledge graph completion 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 9
作者:  Shao, Pengpeng;  Zhang, Dawei;  Yang, Guohua;  Tao, Jianhua;  Che, Feihu;  Liu, Tong
Adobe PDF(611Kb)  |  收藏  |  浏览/下载：252/40  |  提交时间：2022/06/10
Temporal knowledge graphs  Tucker decomposition  Reconstruction  Contrastive learning  
Dynamic Graph Neural Networks for Sequential Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 35, 期号: 5, 页码: 4741-4753
作者:  Mengqi Zhang;  Shu Wu;  Xueli Yu;  Qiang Liu;  Liang Wang
Adobe PDF(1269Kb)  |  收藏  |  浏览/下载：124/42  |  提交时间：2023/07/03
A Reconstruction-based Visual-Acoustic-Semantic Embedding Method for Speech-Image Retrieval 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 14
作者:  Cheng, Wenlong;  Tang, Wei;  Huang, Yan;  Luo, Yiwen;  Wang, Liang
Adobe PDF(1628Kb)  |  收藏  |  浏览/下载：230/86  |  提交时间：2022/06/14
HackRL: Reinforcement learning with hierarchical attention for cross-graph knowledge fusion and collaborative reasoning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Dai, Yuxin;  Xin, Kejun;  Zheng, Xiaolong;  Ding, Weiping;  Zhang, Jun;  Wang, Fei-Yue
Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：346/122  |  提交时间：2021/12/28
Knowledge fusion  Knowledge reasoning  Decision-making  Hierarchical graph attention  Reinforcement learning