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SHNE: Semantics and Homophily Preserving Network Embedding.
Zhang Z, Chen C, Chang Y, Hu W, Xing X, Zhou Y, Zheng Z. Zhang Z, et al. Among authors: chen c. IEEE Trans Neural Netw Learn Syst. 2023 Aug;34(8):4296-4307. doi: 10.1109/TNNLS.2021.3116936. Epub 2023 Aug 4. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 34637383
Homophily Preserving Community Detection.
Ye F, Chen C, Wen Z, Zheng Z, Chen W, Zhou Y. Ye F, et al. Among authors: chen c, chen w. IEEE Trans Neural Netw Learn Syst. 2020 Aug;31(8):2903-2915. doi: 10.1109/TNNLS.2019.2933850. Epub 2019 Sep 9. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 31502990
Enhanced Scalable Graph Neural Network via Knowledge Distillation.
Mai C, Chang Y, Chen C, Zheng Z. Mai C, et al. Among authors: chen c. IEEE Trans Neural Netw Learn Syst. 2023 Nov 24;PP. doi: 10.1109/TNNLS.2023.3333846. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 37999962
Migrate demographic group for fair Graph Neural Networks.
Hu Y, Liao T, Chen J, Bian J, Zheng Z, Chen C. Hu Y, et al. Among authors: chen j, chen c. Neural Netw. 2024 Jul;175:106264. doi: 10.1016/j.neunet.2024.106264. Epub 2024 Mar 23. Neural Netw. 2024. PMID: 38581810
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