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Deep Learning on Graphs: A Survey
Zhang, Ziwei, Cui, Peng, Zhu, Wenwu
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
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Journal Article
Deep learning on graphs for multi-omics classification of COPD
Zhuang, Yonghua, Xing, Fuyong, Ghosh, Debashis, Hobbs, Brian D., Hersh, Craig P., Banaei-Kashani, Farnoush, Bowler, Russell P., Kechris, Katerina
Published in PloS one (21.04.2023)
Published in PloS one (21.04.2023)
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Journal Article
Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs
Monti, Federico, Boscaini, Davide, Masci, Jonathan, Rodola, Emanuele, Svoboda, Jan, Bronstein, Michael M.
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science
Li, Mufei, Zhou, Jinjing, Hu, Jiajing, Fan, Wenxuan, Zhang, Yangkang, Gu, Yaxin, Karypis, George
Published in ACS omega (19.10.2021)
Published in ACS omega (19.10.2021)
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Journal Article
Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs
Yu, James J. Q., Markos, Christos, Zhang, Shiyao
Published in IEEE transactions on intelligent transportation systems (01.07.2022)
Published in IEEE transactions on intelligent transportation systems (01.07.2022)
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Journal Article
A Comprehensive Survey on Deep Graph Representation Learning
Ju, Wei, Fang, Zheng, Gu, Yiyang, Liu, Zequn, Long, Qingqing, Qiao, Ziyue, Qin, Yifang, Shen, Jianhao, Sun, Fang, Xiao, Zhiping, Yang, Junwei, Yuan, Jingyang, Zhao, Yusheng, Wang, Yifan, Luo, Xiao, Zhang, Ming
Published in Neural networks (01.05.2024)
Published in Neural networks (01.05.2024)
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Journal Article
Long-term dam behavior prediction with deep learning on graphs
He, Peng, Pan, Jianbo, Li, Yueyang
Published in Journal of computational design and engineering (01.08.2022)
Published in Journal of computational design and engineering (01.08.2022)
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Journal Article
Temperature compensation for piezoresistive pressure sensor based on deep learning on graphs
Xue, Mingyao, Fang, Ting, Hu, Chenghe, Dong, Chong, Han, Jiaming
Published in Journal of physics. Conference series (01.03.2024)
Published in Journal of physics. Conference series (01.03.2024)
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Journal Article
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications
Zhang, Yi, Zhao, Yuying, Li, Zhaoqing, Cheng, Xueqi, Wang, Yu, Kotevska, Olivera, Yu, Philip S., Derr, Tyler
Published in IEEE transactions on knowledge and data engineering (01.12.2024)
Published in IEEE transactions on knowledge and data engineering (01.12.2024)
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Journal Article
Graph Deep Learning-based Retail Dynamic Pricing for Demand Response
Ruan, Jiaqi, Liang, Gaoqi, Zhao, Junhua, Lei, Shunbo, He, Binghao, Qiu, Jing, Dong, Zhao Yang
Published in IEEE transactions on smart grid (01.11.2023)
Published in IEEE transactions on smart grid (01.11.2023)
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Journal Article
Deep Learning on Graphs for Mobile Network Topology Generation
Meli, Felix Nannesson, Tell, Johan, Piroti, Shirwan, Zanouda, Tahar, Jarlebring, Elias
Year of Publication 18.04.2025
Year of Publication 18.04.2025
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Journal Article
A graph deep learning method for short‐term traffic forecasting on large road networks
Zhang, Yang, Cheng, Tao, Ren, Yibin
Published in Computer-aided civil and infrastructure engineering (01.10.2019)
Published in Computer-aided civil and infrastructure engineering (01.10.2019)
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Journal Article
Knowledge Graph–Enhanced Deep Learning Model (H-SYSTEM) for Hypertensive Intracerebral Hemorrhage: Model Development and Validation
Xia, Yulong, Li, Jie, Deng, Bo, Huang, Qilin, Cai, Fenglin, Xie, Yanfeng, Sun, Xiaochuan, Shi, Quanhong, Dan, Wei, Zhan, Yan, Jiang, Li
Published in Journal of medical Internet research (12.06.2025)
Published in Journal of medical Internet research (12.06.2025)
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Journal Article