📃 FairSNA: Algorithmic Fairness in Social Network Analysis

🗓 Publish year: 2024
📘 Journal: ACM Computing Surveys (I.F=23,8)

🧑‍💻Authors: Yi Chen, Zeli Guan, Rong Zhang, Xiaomin Du & Yunhai Wang
🗺 Country: Netherlands

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Fairness #Social_Network_Analysis

📃A Comprehensive Survey on Deep Graph Representation Learning

🗓 Publish year: 2024
📘Journal: Neural Networks(I.F=6)

🧑‍💻Authors: Wei Ju a, Zheng Fang b, Yiyang Gu a, Zequn Liu a, Qingqing Long c, Ziyue Qiao d, Yifang Qin a, Jianhao Shen a, Fang Sun e, Zhiping Xiao e, Junwei Yang a, Jingyang Yuan a, Yusheng Zhao a, Yifan Wang f, Xiao Luo e, Ming Zhang
🏢Universities: Peking University, Beijing, 100871, China.
The Hong Kong University of Science and Technology, Guangzhou, 511453, China.
University of California, Los Angeles, 90095, USA.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #Representation_Learning #survey

📃A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation

🗓 Publish year: 2024

🧑‍💻Authors: Mohammad Hashemi , Shengbo Gong, Juntong Ni , Wenqi Fan , B. Aditya Prakas, Wei Jin
🏢Universities: Emory University, The Hong Kong Polytechnic University, Georgia Institute of Technology.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Reduction #Sparsification #Coarsening #Condensation #survey

📃Survey on Graph Neural Networks

🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)

🧑‍💻Authors: G. GKARMPOUNIS, C. VRANIS, N. VRETOS, P. DARAS
🏢Universities: Information Technologies Institute (IT)

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey

📃Large Language Models on Graphs: A Comprehensive Survey

🗓 Publish year: 2023
📘Journal: Computation and Language (I.F=1.8)

🧑‍💻Authors: Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Language_Models #survey

📃Graph neural network based intelligent tutoring system: A survey

🗓 Publish year: 2024
📘Journal: Neurocomputing (I.F=5.5)

🧑‍💻Authors: Juhua Pu a, Shufei Li a, Meng Guo a, Xi Chen a, Zhang Xiong
🏢Universities: Beihang University, China.
University of International Business and Economics, China.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #tutoring_system #survey

📃Fake news detection: A survey of graph neural network methods

🗓 Publish year: 2023
📘Journal: Fake news detection: A survey of graph neural network methods (I.F=7.2)

🧑‍💻Authors: Huyen Trang Phan, Ngoc Thanh Nguyen, Dosam Hwang
🏢Universities: Yeungnam University, Gyeongsan, South Korea.
Nguyen Tat Thanh University, Ho Chi Minh, Vietnam.
Wroclaw University of Science and Technology, Wroclaw, Poland.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Fake_news #GNN #survey

📃Understanding Graph Databases: A Comprehensive Tutorial and Survey

🗓 Publish year: 2024

🧑‍💻Authors: Sydney Anuyah, Emmanuel Bolade, Oluwatosin Agbaakin
🏢Universities: Indiana University, Indianapolis, IN, USA

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Database #Tutorial #survey