📃 A survey of dynamic graph neural networks
🗓 Publish year: 2024
🧑💻Authors: Yanping ZHENG, Lu YI, Zhewei WEI
🏢University: Renmin University of China
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#paper #dynamic #GNN #survey
🗓 Publish year: 2024
🧑💻Authors: Yanping ZHENG, Lu YI, Zhewei WEI
🏢University: Renmin University of China
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#paper #dynamic #GNN #survey
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📃Distributed Graph Neural Network Training: A Survey
🗓 Publish year: 2024
📘 Journal: ACM Computing Surveys (I.F=16.6)
🧑💻Authors:thors: Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen
🏢Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, Peking University, The Hong Kong University of Science and Technology (Guangzhou)
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN #Distributed
🗓 Publish year: 2024
📘 Journal: ACM Computing Surveys (I.F=16.6)
🧑💻Authors:thors: Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen
🏢Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, Peking University, The Hong Kong University of Science and Technology (Guangzhou)
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN #Distributed
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A Survey on Graph Representation Learning Methods.pdf
1.2 MB
📃A Survey on Graph Representation Learning Methods
🗓 Publish year: 2024
📘 Journal: ACM Transactions on Intelligent Systems and Technology (I.F=10.489)
🧑💻Authors: Shima Khoshraftar, Aijun An
🏢Universities: York University
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
🗓 Publish year: 2024
📘 Journal: ACM Transactions on Intelligent Systems and Technology (I.F=10.489)
🧑💻Authors: Shima Khoshraftar, Aijun An
🏢Universities: York University
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
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📃 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
🗓 Publish year: 2022
📘Conference: International Joint Conference on Artificial Intelligence
🧑💻Authors: Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye,Dongrui Fan, Shirui Pan, Yuan Xie
🏢Universities: University of Chinese Academy of Sciences,Tsinghua University, Monash University, University of California
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Acceleration #Algorithmic #Perspective #survey
🗓 Publish year: 2022
📘Conference: International Joint Conference on Artificial Intelligence
🧑💻Authors: Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye,Dongrui Fan, Shirui Pan, Yuan Xie
🏢Universities: University of Chinese Academy of Sciences,Tsinghua University, Monash University, University of California
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Acceleration #Algorithmic #Perspective #survey
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📃 Graph Time-series Modeling in Deep Learning: A Survey
🗓 Publish year: 2024
📘Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (I.F=3.6)
🧑💻Authors: Hongjie Che, Hoda Eldardiry
🏢University: Virginia Tech, USA
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📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Time_series #Deep_learning #survey
🗓 Publish year: 2024
📘Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (I.F=3.6)
🧑💻Authors: Hongjie Che, Hoda Eldardiry
🏢University: Virginia Tech, USA
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#paper #Graph #Time_series #Deep_learning #survey
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📃A Comprehensive Survey on Deep Graph Representation Learning
🗓 Publish year: 2023
📘 Journal: Journal of Artificial Intelligence Research (I.F=5)
🧑💻Authors: Ijeoma Amuche Chikwendu, Xiaoling Zhang, Isaac Osei Agyemang, Isaac Adjei-Mensah
🏢Universities: University of Electronic Science and Technology of China
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
🗓 Publish year: 2023
📘 Journal: Journal of Artificial Intelligence Research (I.F=5)
🧑💻Authors: Ijeoma Amuche Chikwendu, Xiaoling Zhang, Isaac Osei Agyemang, Isaac Adjei-Mensah
🏢Universities: University of Electronic Science and Technology of China
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
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📃 A Survey of Graph Pre-processing Methods: From Algorithmic to Hardware Perspectives
🗓 Publish year: 2023
🧑💻Authors: Zhengyang Lv, Mingyu Yan, Xin Liu, Mengyao Dong, Xiaochun Ye, Dongrui Fan, Ninghui Sun
🏢University: ShanghaiTech Univ, China and SHIC, China
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📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Pre_processing #Algorithm #Hardware #Perspectives #survey
🗓 Publish year: 2023
🧑💻Authors: Zhengyang Lv, Mingyu Yan, Xin Liu, Mengyao Dong, Xiaochun Ye, Dongrui Fan, Ninghui Sun
🏢University: ShanghaiTech Univ, China and SHIC, China
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📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Pre_processing #Algorithm #Hardware #Perspectives #survey
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📃 Graph Neural Network-based EEG Classification: A Survey
🗓 Publish year: 2023
🧑💻Authors: Dominik Klepl, Min Wu, and Fei He
🏢University: Coventry University
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #EEG #Classification #survey
🗓 Publish year: 2023
🧑💻Authors: Dominik Klepl, Min Wu, and Fei He
🏢University: Coventry University
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #EEG #Classification #survey
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📃 A Survey of Large Language Models for Graphs
🗓 Publish year: 2024
🧑💻Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
🏢University: University of Hong Kong
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #LLM
🗓 Publish year: 2024
🧑💻Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
🏢University: University of Hong Kong
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#paper #Survey #LLM
📃 Emerging landscape of molecular interaction networks:
Opportunities, challenges and prospects
🗓 Publish year: 2022
📘Journal: Journal of Biosciences(I.F=2.9)
🧑💻Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
🏢University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
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📱Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
Opportunities, challenges and prospects
🗓 Publish year: 2022
📘Journal: Journal of Biosciences(I.F=2.9)
🧑💻Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
🏢University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
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📱Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
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🎞Community detection (clustering network data) and modularity
💥Free recorded course by Prof. Samin Aref
💥Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
💥Free recorded course by Prof. Samin Aref
💥Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
YouTube
Lec 34: Community detection (clustering network data) and modularity
Data Science Methods and Statistical Learning, University of Toronto
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal…
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal…
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📃 A Survey on Graph Neural Networks for Microservice-Based Cloud Applications
🗓 Publish year: 2022
📘Journal: SENSORS-BASEL (I.F=3.9)
🧑💻Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
🏢University: Dublin City University
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
🗓 Publish year: 2022
📘Journal: SENSORS-BASEL (I.F=3.9)
🧑💻Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
🏢University: Dublin City University
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
📃 Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
🗓 Publish year: 2023
📘Journal: Transactions on Graph Data and Knowledge (TGDK)
🧑💻Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Škoda, Valentina Tamm
🏢Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, Université Côte d’Azur, Inria, Charles University, Prague, Czechia
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📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
🗓 Publish year: 2023
📘Journal: Transactions on Graph Data and Knowledge (TGDK)
🧑💻Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Škoda, Valentina Tamm
🏢Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, Université Côte d’Azur, Inria, Charles University, Prague, Czechia
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📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
👍5
📃 Graph Neural Networks Designed for Different Graph Types: A Survey
🗓 Publish year: 2023
🧑💻Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara Holzhüter
🏢University: University of Kassel, Germany
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
🗓 Publish year: 2023
🧑💻Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara Holzhüter
🏢University: University of Kassel, Germany
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
👍4
🎓Deep learning for graph structured data
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Dwivedi Vijay Prakash
🏢University: Nanyang Technological University, Singapore
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Dwivedi Vijay Prakash
🏢University: Nanyang Technological University, Singapore
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
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