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自动化研究所 [16]
华南理工大学 [15]
武汉大学 [10]
清华大学 [9]
西安交通大学 [9]
北京大学 [8]
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期刊论文 [96]
会议论文 [37]
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浏览/检索结果:
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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
Covariance Estimation for Pose Graph Optimization in Visual-Inertial Navigation Systems
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 6, 页码: 3657-3667
作者:
Shi, Pengcheng
;
Zhu, Zhikai
;
Sun, Shiying
;
Rong, Zheng
;
Zhao, Xiaoguang
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Covariance estimation
loop closing
pose graph optimization
visual-inertial odometry
Machine Learning Methods in Solving the Boolean Satisfiability Problem
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:
Wenxuan Guo
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浏览/下载:0/0
  |  
提交时间:2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
作者:
Yin, Yanting
;
Wu, Yajing
;
Yang, Xuebing
;
Zhang, Wensheng
;
Yuan, Xiaojie
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  |  
浏览/下载:41/0
  |  
提交时间:2022/07/25
Time-frequency analysis
Feature extraction
Predictive models
Optimization
Topology
Measurement
Logic gates
Temporal link prediction
dynamic graphs
graph embedding
neural networks
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
Attention Enhanced Reinforcement Learning for Multi agent Cooperation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Pu, Zhiqiang
;
Wang, Huimu
;
Liu, Zhen
;
Yi, Jianqiang
;
Wu, Shiguang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/06/06
Training
Reinforcement learning
Games
Scalability
Task analysis
Standards
Optimization
Attention mechanism
deep reinforcement learning (DRL)
graph convolutional networks
multi agent systems
Continuous-time Distributed Heavy-ball Algorithm for Distributed Convex Optimization over Undirected and Directed Graphs
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 75-88
作者:
Hao-Ran Yang
;
Wei Ni
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  |  
浏览/下载:52/0
  |  
提交时间:2022/01/25
Distributed convex optimization
second-order distributed algorithm
multi-agent systems
gradient tracking
directed graph
Explainable recommendation based on knowledge graph and multi-objective optimization
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:
Xie, Lijie
;
Hu, Zhaoming
;
Cai, Xingjuan
;
Zhang, Wensheng
;
Chen, Jinjun
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/05/06
Recommendation system
Knowledge graph
Multi-objective optimization
Explainability
Proxy Graph Matching with Proximal Matching Networks
会议论文
线上远程会议, 2021-2-7
作者:
Tan HR(檀昊儒)
;
Wang C(王闯)
;
Wu ST(吴思彤)
;
Wang TQ(王铁强)
;
Zhang XY(张煦尧)
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/07/01
Graph Matching
Combinatorial Optimization
Deep Learning
QoS-oriented joint optimization of concurrent scheduling and power control in millimeter wave mesh backhaul network
期刊论文
Journal of Network and Computer Applications, 2021, 卷号: 174
作者:
Ma, Zhongyu
;
Cao, Jie
;
Guo, Qun
;
Li, Xiangwei
;
Ma, Hongfeng
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  |  
浏览/下载:8/0
  |  
提交时间:2020/12/18
5G mobile communication systems
Concurrency control
Energy efficiency
Energy utilization
Flow graphs
Graph algorithms
Integer programming
Mesh generation
Millimeter waves
Nonlinear programming
NP-hard
Polynomial approximation
SchedulingExtensive simulations
Formulated problems
Joint optimization
Maximum independent sets
Mixed integer non-linear programming problems
Potential technologies
Suboptimal solution
Transmission power
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