πDistributed Graph Neural Network Training: A Survey
π Publish year: 2024
π Journal: ACM Computing Surveys (I.F=16.6)
π§βπ»Authors:thors: Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen
π’Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, Peking University, The Hong Kong University of Science and Technology (Guangzhou)
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN #Distributed
π Publish year: 2024
π Journal: ACM Computing Surveys (I.F=16.6)
π§βπ»Authors:thors: Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen
π’Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, Peking University, The Hong Kong University of Science and Technology (Guangzhou)
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN #Distributed
π3β€1π₯1
A Survey on Graph Representation Learning Methods.pdf
1.2 MB
πA Survey on Graph Representation Learning Methods
π Publish year: 2024
π Journal: ACM Transactions on Intelligent Systems and Technology (I.F=10.489)
π§βπ»Authors: Shima Khoshraftar, Aijun An
π’Universities: York University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
π Publish year: 2024
π Journal: ACM Transactions on Intelligent Systems and Technology (I.F=10.489)
π§βπ»Authors: Shima Khoshraftar, Aijun An
π’Universities: York University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
π4π₯1
π Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
π Publish year: 2022
πConference: International Joint Conference on Artificial Intelligence
π§βπ»Authors: Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye,Dongrui Fan, Shirui Pan, Yuan Xie
π’Universities: University of Chinese Academy of Sciences,Tsinghua University, Monash University, University of California
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Acceleration #Algorithmic #Perspective #survey
π Publish year: 2022
πConference: International Joint Conference on Artificial Intelligence
π§βπ»Authors: Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye,Dongrui Fan, Shirui Pan, Yuan Xie
π’Universities: University of Chinese Academy of Sciences,Tsinghua University, Monash University, University of California
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Acceleration #Algorithmic #Perspective #survey
π3β€1π1
π Graph Time-series Modeling in Deep Learning: A Survey
π Publish year: 2024
πJournal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (I.F=3.6)
π§βπ»Authors: Hongjie Che, Hoda Eldardiry
π’University: Virginia Tech, USA
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Time_series #Deep_learning #survey
π Publish year: 2024
πJournal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (I.F=3.6)
π§βπ»Authors: Hongjie Che, Hoda Eldardiry
π’University: Virginia Tech, USA
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Time_series #Deep_learning #survey
π3
πA Comprehensive Survey on Deep Graph Representation Learning
π Publish year: 2023
π Journal: Journal of Artificial Intelligence Research (I.F=5)
π§βπ»Authors: Ijeoma Amuche Chikwendu, Xiaoling Zhang, Isaac Osei Agyemang, Isaac Adjei-Mensah
π’Universities: University of Electronic Science and Technology of China
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
π Publish year: 2023
π Journal: Journal of Artificial Intelligence Research (I.F=5)
π§βπ»Authors: Ijeoma Amuche Chikwendu, Xiaoling Zhang, Isaac Osei Agyemang, Isaac Adjei-Mensah
π’Universities: University of Electronic Science and Technology of China
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
π2β€1
π A Survey of Graph Pre-processing Methods: From Algorithmic to Hardware Perspectives
π Publish year: 2023
π§βπ»Authors: Zhengyang Lv, Mingyu Yan, Xin Liu, Mengyao Dong, Xiaochun Ye, Dongrui Fan, Ninghui Sun
π’University: ShanghaiTech Univ, China and SHIC, China
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Pre_processing #Algorithm #Hardware #Perspectives #survey
π Publish year: 2023
π§βπ»Authors: Zhengyang Lv, Mingyu Yan, Xin Liu, Mengyao Dong, Xiaochun Ye, Dongrui Fan, Ninghui Sun
π’University: ShanghaiTech Univ, China and SHIC, China
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Pre_processing #Algorithm #Hardware #Perspectives #survey
π3
π Graph Neural Network-based EEG Classification: A Survey
π Publish year: 2023
π§βπ»Authors: Dominik Klepl, Min Wu, and Fei He
π’University: Coventry University
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #EEG #Classification #survey
π Publish year: 2023
π§βπ»Authors: Dominik Klepl, Min Wu, and Fei He
π’University: Coventry University
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #EEG #Classification #survey
π4β€1
π A Survey of Large Language Models for Graphs
π Publish year: 2024
π§βπ»Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
π’University: University of Hong Kong
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #LLM
π Publish year: 2024
π§βπ»Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
π’University: University of Hong Kong
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #LLM
π Emerging landscape of molecular interaction networks:
Opportunities, challenges and prospects
π Publish year: 2022
πJournal: Journal of Biosciences(I.F=2.9)
π§βπ»Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
π’University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
Opportunities, challenges and prospects
π Publish year: 2022
πJournal: Journal of Biosciences(I.F=2.9)
π§βπ»Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
π’University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
π1
πCommunity detection (clustering network data) and modularity
π₯Free recorded course by Prof. Samin Aref
π₯Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
π₯Free recorded course by Prof. Samin Aref
π₯Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
π½ Watch
π²Channel: @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, optimalβ¦
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimalβ¦
π₯3
π A Survey on Graph Neural Networks for Microservice-Based Cloud Applications
π Publish year: 2022
πJournal: SENSORS-BASEL (I.F=3.9)
π§βπ»Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
π’University: Dublin City University
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
π Publish year: 2022
πJournal: SENSORS-BASEL (I.F=3.9)
π§βπ»Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
π’University: Dublin City University
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
π Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
π Publish year: 2023
πJournal: Transactions on Graph Data and Knowledge (TGDK)
π§βπ»Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto JimΓ©nez-Ruiz, Vanessa LΓ³pez, Pierre Monnin, Catia Pesquita, Petr Ε koda, Valentina Tamm
π’Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, UniversitΓ© CΓ΄te dβAzur, Inria, Charles University, Prague, Czechia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
π Publish year: 2023
πJournal: Transactions on Graph Data and Knowledge (TGDK)
π§βπ»Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto JimΓ©nez-Ruiz, Vanessa LΓ³pez, Pierre Monnin, Catia Pesquita, Petr Ε koda, Valentina Tamm
π’Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, UniversitΓ© CΓ΄te dβAzur, Inria, Charles University, Prague, Czechia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
π5
π Graph Neural Networks Designed for Different Graph Types: A Survey
π Publish year: 2023
π§βπ»Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara HolzhΓΌter
π’University: University of Kassel, Germany
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
π Publish year: 2023
π§βπ»Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara HolzhΓΌter
π’University: University of Kassel, Germany
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
π4
πDeep learning for graph structured data
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Dwivedi Vijay Prakash
π’University: Nanyang Technological University, Singapore
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Dwivedi Vijay Prakash
π’University: Nanyang Technological University, Singapore
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
π2π1
πLearning on Graphs Conference 2022
π₯Learning on Graphs Conference is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Learning #Graph
π₯Learning on Graphs Conference is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Learning #Graph
π2
πEmpowering Graph Neural Networks for Real-World Tasks
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Zhichun Guo
π’University: University of Notre Dame, Indiana
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Empowering #GNN #Real_world
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Zhichun Guo
π’University: University of Notre Dame, Indiana
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Empowering #GNN #Real_world
π4