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SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization  
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：2/0  |  提交时间：2025/12/03
depthwise separable convolution  graph convolution  road extraction  smart cities  gradient operator  graph reasoning  
KG-EGV: A Framework for Question Answering with Integrated Knowledge Graphs and Large Language Models 期刊论文
ELECTRONICS, 2024, 卷号: 13, 期号: 23, 页码: 23
作者:  Hou, Kun;  Li, Jingyuan;  Liu, Yingying;  Sun, Shiqi;  Zhang, Haoliang;  Jiang, Haiyang
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
knowledge graph  large language model  question answering  evidence retrieval  multi-role reasoning  answer verification  ODQA  graph-based inference  
PMHR: Path-Based Multi-Hop Reasoning Incorporating Rule-Enhanced Reinforcement Learning and KG Embeddings 期刊论文
ELECTRONICS, 2024, 卷号: 13, 期号: 23, 页码: 18
作者:  Ma, Ang;  Yu, Yanhua;  Shi, Chuan;  Zhen, Shuai;  Pang, Liang;  Chua, Tat-Seng
收藏  |  浏览/下载：11/0  |  提交时间：2025/06/25
knowledge graphs  knowledge graph reasoning  reinforcement learning  multi-hop reasoning  
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：12/0  |  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  
社交知识图谱研究综述 期刊论文
计算机学报, 2023, 卷号: 46, 期号: 2, 页码: 304
作者:  江旭晖;  沈英汉;  李子健;  王元卓;  尹芷仪;  沈华伟
收藏  |  浏览/下载：43/0  |  提交时间：2024/05/20
social knowledge graph  social network  knowledge graph  knowledge reasoning  graph representation learning  knowledge extraction  graph integration  社交知识图谱  社交网络  知识图谱  知识推理  图表示学习  知识抽取  网络融合  
RAID-Net: Region-Aware Image Deblurring Network Under Guidance of the Image Blur Formulation 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 83940-83948
作者:  Liao, Lianjun;  Zhang, Zihao;  Xia, Shihong
收藏  |  浏览/下载：80/0  |  提交时间：2022/12/07
Image restoration  Cameras  Convolutional neural networks  Task analysis  Adaptation models  Image edge detection  Trajectory  Attention mechanism  graph neural network  graph reasoning network  image deblur  image processing  
Long Short-Term Relation Transformer With Global Gating for Video Captioning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2726-2738
作者:  Li, Liang;  Gao, Xingyu;  Deng, Jincan;  Tu, Yunbin;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：64/0  |  提交时间：2022/12/07
Transformers  Cognition  Visualization  Feature extraction  Decoding  Task analysis  Semantics  Video captioning  relational reasoning  long short-term graph  transformer