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Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data.

Q. Huang, J. Ma, J. Li, R. Guo, H. Sun, и Y. Chang. ACM Trans. Knowl. Discov. Data, 18 (3): 48:1-48:21 (апреля 2024)

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Yü-Sün Sun

Hongtao Sun

Hongqing Sun

Guolin Sun

Xianyong Sun

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Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data.Q. Huang, J. Ma, J. Li, R. Guo, H. Sun, и Y. Chang. ACM Trans. Knowl. Discov. Data, 18 (3): 48:1-48:21 (апреля 2024)A Study on the Impact of Non-confounding Covariates on the Inferential Performance of Methods based on the Potential Outcome Framework.Y. Zhao, S. Fu, и H. Sun. CoRR, (2023)SemiITE: Semi-supervised Individual Treatment Effect Estimation via Disagreement-Based Co-training.Q. Huang, J. Ma, J. Li, H. Sun, и Y. Chang. ECML/PKDD (4), том 13716 из Lecture Notes in Computer Science, стр. 400-417. Springer, (2022)Identification of Cancer Development Related Pathways Based on Co-Expression Analyses.H. Jiang, Z. Wang, C. Yin, P. Sun, Y. Xu, и H. Sun. BIBM, стр. 108-114. IEEE, (2020)De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network.Y. Zhao, Q. Huang, H. Zeng, Y. Pen, и H. Sun. CoRR, (2023)Identification of key somatic oncogenic mutation based on a confounder-free causal inference model.Y. Liu, J. Sun, H. Sun, и Y. Chang. PLoS Comput. Biol., 18 (9): 1010529 (сентября 2022)Improve Robustness of Graph Neural Networks: Multi-hop Neighbors Meet Homophily-based Truncation Defense.Y. Gu, H. Sun, Y. Wang, и H. Shi. IJCNN, стр. 1-8. IEEE, (2023)Warburg Effects in Cancer and Normal Proliferating Cells: Two Tales of the Same Name.H. Sun, L. Chen, S. Cao, Y. Liang, и Y. Xu. Genom. Proteom. Bioinform., 17 (3): 273-286 (2019)Identification of essential proteins based on ranking edge-weights in protein-protein interaction networks.Y. Wang, H. Sun, W. Du, E. Blanzieri, G. Viero, Y. Xu, и Y. Liang. PloS one, (2014)The bioinformatics toolbox for circRNA discovery and analysis.L. Chen, C. Wang, H. Sun, J. Wang, Y. Liang, Y. Wang, и G. Wong. Briefings Bioinform., 22 (2): 1706-1728 (2021)

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