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graph embedding
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Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs
期刊论文
IEEE Transactions on Knowledge and Data Engineering,2024, 卷号: 36, 期号: 3, 页码: 1113-1129
作者:
Yang, Dingqi
;
Qu, Bingqing
;
Rosso, Paolo
;
Cudre-Mauroux, Philippe
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2024/03/12
entity types
fast and slow thinking
instance completion
Knowledge graph embedding
Revisiting Embedding Based Graph Analyses: Hyperparameters Matter!
期刊论文
IEEE Transactions on Knowledge and Data Engineering,2023, 卷号: 35, 期号: 11, 页码: 11830-11845
作者:
Yang, Dingqi
;
Qu, Bingqing
;
Hussein, Rana
;
Rosso, Paolo
;
Cudre-Mauroux, Philippe
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/11/21
Graph analysis
graph embedding
homogeneous graph
matrix factorization
network representation
random walk
A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization
期刊论文
ACM Transactions on Knowledge Discovery from Data,2023, 卷号: 17, 期号: 9
作者:
Li, Yandi
;
Gao, Haobo
;
Gao, Yunxuan
;
Guo, Jianxiong
;
Wu, Weili
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/09/21
Additional Key Words and PhrasesInfluence maximization
combinatorial optimization
deep reinforcement learning
graph embedding
machine learning
social networks
SGFNNs: Signed Graph Filtering-based Neural Networks for Predicting Drug-Drug Interactions
期刊论文
Journal of Computational Biology,2022, 卷号: 29, 期号: 10, 页码: 1104-1116
作者:
Chen, Ming
;
Jiang, Wei
;
Pan, Yi
;
Dai, Jianhua
;
Lei, Yunwen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/07/07
drug-drug interactions
graph neural networks
graph signal processing
node embedding
signed graph filtering
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks
期刊论文
IEEE Transactions on Knowledge and Data Engineering,2022, 卷号: 34, 期号: 4, 页码: 1843-1855
作者:
Yang, DIngqi
;
Qu, Bingqing
;
Yang, Jie
;
Cudre-Mauroux, Philippe
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/05/17
graph embedding
heterogeneous hypergraph
location-based social network
social relationship
User mobility
Streaming Graph Embeddings via Incremental Neighborhood Sketching
期刊论文
IEEE Transactions on Knowledge and Data Engineering,2022
作者:
Yang, Dingqi
;
Qu, Bingqing
;
Yang, Jie
;
Wang, Liang
;
Cudre-Mauroux, Philipe
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/05/05
Dynamic graph embedding
Streaming graph
Concept drift
Data sketching
Consistent weighted sampling
Predicting Drug Drug Interactions by Signed Graph Filtering-Based Convolutional Networks
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shenzhen, NOV 26-28, 2021
作者:
Chen, Ming
;
Pan, Yi
;
Ji, Chunyan
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/07
Drug drug interactions
Graph filtering
Node embedding
Signed graph neural networks
TransT: Type-Based Multiple Embedding Representations for Knowledge Graph Completion
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Skopje, Macedonia, September 18–22, 2017
作者:
Ma, Shiheng
;
Ding, Jianhui
;
Jia, Weijia
;
Wang, Kun
;
Guo, Minyi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/07/30
Knowledge graph
Multiple embedding
Representation learning