Publications

2021

[SDM-21] . TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling. Proceedings of the 2021 SIAM International Conference on Data Mining (to appear), 2021.

acceptance ratio: 85400 = 21.25%

[AAAI-21] . SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021.

acceptance ratio: 16927911 = 21.4%

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2020

[TKDE] . Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records. IEEE Transactions on Knowledge and Data Engineering, 2020.

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[KDD-20] . LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020.

Research Track; acceptance ratio: 2161279 = 16.9%

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[JHIR] . Context-Aware Time Series Imputation for Multi-Analyte Clinical Data. Journal of Healthcare Informatics Research, 2020.

This is an extension of our previous 2-page abstract appeared in ICHI-19.

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2019

[IJCAI-19] . Medical Concept Embedding with Multiple Ontological Representations. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2019.

acceptance ratio: 8504752 = 17.9%

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[ICHI-19] . Context-Aware Imputation for Clinical Time Series. 2019 IEEE International Conference on Healthcare Informatics (Challenge track, 2-page abstract), 2019.

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[AAAI-19] . Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-negative Tensor Factorization. Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019.

acceptance ratio: 11507095 = 16.2%

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2018

[IJCAI-18] . Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018.

acceptance ratio: 7103470 = 20%

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[JAAS] . Identifying laser-induced plasma emission spectra of particles in a gas–solid flow based on the standard deviation of intensity across an emission line. Journal of Analytical Atomic Spectrometry, 2018.

This is an extension of my undergraduate final-semester project.

Publisher

2015

[E&F] . Rapidly measuring unburned carbon in fly ash using molecular CN by laser-induced breakdown spectroscopy. Energy & Fuels, 2015.

This is my undergraduate research.

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