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Learning to Branch in Combinatorial Optimization With Graph Pointer Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者:
Rui Wang
;
Zhiming Zhou
;
Kaiwen Li
;
Tao Zhang
;
Ling Wang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/01/02
Branch-and-bound (B&B)
combinatorial optimization
deep learning
graph neural network
imitation learning
Digger: A Graph Contraction Algorithm for Patrolling Games
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2023, 页码: 13
作者:
Han, Jinpeng
;
Wang, Zhen
;
Chen, Xiaoguang
;
Yang, Manzhi
;
Wang, Fei-Yue
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
Games
Security
Game theory
Resource management
Runtime
Roads
Cyberspace
Graph contraction
minimum vertex cut
patrolling game
security game
Stackelberg game
Object Affinity Learning: Towards Annotation-Free Instance Segmentation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 11, 页码: 13959-13973
作者:
Wang, Yuqi
;
Chen, Yuntao
;
Zhang, Zhaoxiang
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  |  
浏览/下载:1/0
  |  
提交时间:2023/12/21
Videos
Motion segmentation
Visualization
Three-dimensional displays
Task analysis
Object detection
Geometry
Object affinity learning
geometric information
annotation-free instance segmentation
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 4, 页码: 17
作者:
Ma, Xuan
;
Yang, Xiaoshan
;
Xu, Changsheng
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Knowledge reasoning
multi-modal commonsense inference
graph neural network
Learning specific and conserved features of multi-layer networks
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:
Wu, Wenming
;
Yang, Tao
;
Ma, Xiaoke
;
Zhang, Wensheng
;
Li, He
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  |  
浏览/下载:17/0
  |  
提交时间:2023/02/22
Multi-layer networks
Matrix factorization
Graph clustering
Joint learning
Opinion dynamics on social networks
期刊论文
ACTA MATHEMATICA SCIENTIA, 2022, 卷号: 42, 期号: 6, 页码: 2459-2477
作者:
Wang, Xing
;
Jiang, Bingjue
;
Li, Bo
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  |  
浏览/下载:3/0
  |  
提交时间:2023/02/07
opinion dynamics
social networks
graph theory
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes
期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:
Hong,Bei
;
Liu,Jing
;
Zhai,Hao
;
Liu,Jiazheng
;
Shen,Lijun
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  |  
浏览/下载:18/0
  |  
提交时间:2022/11/14
Connectomics
Reconstruction
Connectivity concept
Joint optimization
Electron microscope volumes
Algorithms for the Prize-Collecting $k$-Steiner Tree Problem
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2022, 卷号: 27, 期号: 5, 页码: 785-792
作者:
Han, Lu
;
Wang, Changjun
;
Xu, Dachuan
;
Zhang, Dongmei
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  |  
浏览/下载:40/0
  |  
提交时间:2022/04/29
Steiner trees
Costs
Approximation algorithms
prize-collecting
Steiner tree
approximation algorithm
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 3, 页码: 18
作者:
Li, Jinfeng
;
Liu, Weifeng
;
Zhou, Yicong
;
Yu, Jun
;
Tao, Dapeng
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/06/10
Domain adaptation
domain-invariant graph
the Nystrom method
few labeled source samples
An efficient Lorentz equivariant graph neural network for jet tagging
期刊论文
Journal of High Energy Physics, 2022, 卷号: 2022, 期号: 7
作者:
Gong,Shiqi
;
Meng,Qi
;
Zhang,Jue
;
Qu,Huilin
;
Li,Congqiao
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  |  
浏览/下载:12/0
  |  
提交时间:2022/10/08
Jets and Jet Substructure
Top Quark
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