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Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs.

J. Zhu, Y. Yan, L. Zhao, M. Heimann, L. Akoglu, and D. Koutra. NeurIPS, (2020)

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Estelle Jiongo

Jiong Tao

Jiong Tian

Jiong Zhou

Jiong Zhang

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The 3rd Workshop on Graph Learning Benchmarks (GLB 2023).J. Ma, J. Zhu, Y. Dong, D. Koutra, J. He, Q. Mei, A. Tsitsulin, X. Zhang, and M. Zitnik. KDD, page 5870-5871. ACM, (2023)Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs.J. Zhu, Y. Yan, L. Zhao, M. Heimann, L. Akoglu, and D. Koutra. NeurIPS, (2020)Graph Neural Networks with Heterophily.J. Zhu, R. Rossi, A. Rao, T. Mai, N. Lipka, N. Ahmed, and D. Koutra. AAAI, page 11168-11176. AAAI Press, (2021)How does Heterophily Impact the Robustness of Graph Neural Networks?: Theoretical Connections and Practical Implications.J. Zhu, J. Jin, D. Loveland, M. Schaub, and D. Koutra. KDD, page 2637-2647. ACM, (2022)Intra-Patient Supine-Prone Colon Registration in CT Colonography Using Shape Spectrum.Z. Lai, J. Hu, C. Liu, V. Taimouri, D. Pai, J. Zhu, J. Xu, and J. Hua. MICCAI (1), volume 6361 of Lecture Notes in Computer Science, page 332-339. Springer, (2010)Syndrome-Aware Herb Recommendation with Heterogeneous Graph Neural Network.J. Huang, W. Yue, Y. Wang, J. Zhu, and L. Ni. DASFAA (Workshops), volume 13922 of Lecture Notes in Computer Science, page 109-124. Springer, (2023)Automatic metadata generation and video editing based on speech and image recognition for medical education contents.S. Tamura, K. Hashimoto, J. Zhu, S. Hayamizu, H. Asai, H. Tanahashi, and M. Kanagawa. INTERSPEECH, ISCA, (2006)Multi-Model Fusion Short-Term Load Forecasting Based on Random Forest Feature Selection and Hybrid Neural Network.Y. Xuan, W. Si, J. Zhu, Z. Sun, J. Zhao, M. Xu, and S. Xu. IEEE Access, (2021)On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods.D. Loveland, J. Zhu, M. Heimann, B. Fish, M. Schaub, and D. Koutra. CoRR, (2022)GroupINN: Grouping-based Interpretable Neural Network for Classification of Limited, Noisy Brain Data.Y. Yan, J. Zhu, M. Duda, E. Solarz, C. Sripada, and D. Koutra. KDD, page 772-782. ACM, (2019)

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Disambiguation of "Zhu, Jiong"

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Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs.

Please choose a person to relate this publication to

Estelle Jiongo

Jiong Tao

Jiong Tian

Jiong Zhou

Jiong Zhang

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zhu, Jiong"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs.

Please choose a person to relate this publication to

Estelle Jiongo

Jiong Tao

Jiong Tian

Jiong Zhou

Jiong Zhang

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs.