Jimeng Sun, Ph.D.
Affiliations: | 2007 | Carnegie Mellon University, Pittsburgh, PA |
Area:
Computer ScienceGoogle:
"Jimeng Sun"Parents
Sign in to add mentor| Christos Faloutsos | grad student | 2007 | Carnegie Mellon | |
| (Incremental pattern discovery on streams, graphs and tensors.) | ||||
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Publications
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| Theodorou B, Xiao C, Sun J. (2023) Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language model. Nature Communications. 14: 5305 |
| Theodorou B, Xiao C, Sun J. (2023) Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model. Research Square |
| Spadondesouza G, Hong S, Brandoli B, et al. (2021) Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Hong S, Zhou Y, Shang J, et al. (2020) Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review. Computers in Biology and Medicine. 122: 103801 |
| Xiao C, Nghia HT, Hong S, et al. (2020) CHEER: Rich Model Helps Poor Model via Knowledge Infusion Ieee Transactions On Knowledge and Data Engineering. 1-1 |
| Fu T, Hoang TN, Xiao C, et al. (2019) DDL: Deep Dictionary Learning for Predictive Phenotyping. Ijcai : Proceedings of the Conference. 2019: 5857-5863 |
| Chen R, Stewart WF, Sun J, et al. (2019) Recurrent Neural Networks for Early Detection of Heart Failure From Longitudinal Electronic Health Record Data: Implications for Temporal Modeling With Respect to Time Before Diagnosis, Data Density, Data Quantity, and Data Type. Circulation. Cardiovascular Quality and Outcomes. 12: e005114 |
| Zhang Z, Yan C, Mesa DA, et al. (2019) Ensuring electronic medical record simulation through better training, modeling, and evaluation. Journal of the American Medical Informatics Association : Jamia |
| Perros I, Papalexakis EE, Vuduc R, et al. (2019) Temporal Phenotyping of Medically Complex Children via PARAFAC2 Tensor Factorization. Journal of Biomedical Informatics. 103125 |
| Ma Y, Li J, Wu X, et al. (2019) Optimizing sparse tensor times matrix on GPUs Journal of Parallel and Distributed Computing. 129: 99-109 |