Proceedings

Jimeng Sun

University of Illinois Urbana-Champaign; Carle Illinois College of Medicine , University of Illinois Urbana-Champaign

11 papers in the IJCAI proceedings

IJCAI 2024

MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
with Zifeng Wang, Chufan Gao, Cao Xiao
doi:10.24963/ijcai.2024/670
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Recent Advances in Predictive Modeling with Electronic Health Records
with Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Fenglong Ma
doi:10.24963/ijcai.2024/914
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IJCAI 2022

GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion
with Chaoqi Yang, Cheng Qian
doi:10.24963/ijcai.2022/326
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IJCAI 2021

Change Matters: Medication Change Prediction with Recurrent Residual Networks
with Chaoqi Yang, Cao Xiao, Lucas Glass
doi:10.24963/ijcai.2021/513
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Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
with Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas Sidiropoulos
doi:10.24963/ijcai.2021/400
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SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations
with Chaoqi Yang, Cao Xiao, Fenglong Ma, Lucas Glass
doi:10.24963/ijcai.2021/514
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IJCAI 2019

DDL: Deep Dictionary Learning for Predictive Phenotyping
with Tianfan Fu, Trong Nghia Hoang, Cao Xiao
doi:10.24963/ijcai.2019/812
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MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals
with Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li
doi:10.24963/ijcai.2019/816
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Pre-training of Graph Augmented Transformers for Medication Recommendation
with Junyuan Shang, Tengfei Ma, Cao Xiao
doi:10.24963/ijcai.2019/825
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RDPD: Rich Data Helps Poor Data via Imitation
with Shenda Hong, Cao Xiao, Trong Nghia Hoang, Tengfei Ma, Hongyan Li
doi:10.24963/ijcai.2019/817
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IJCAI 2007

Dynamic Mixture Models for Multiple Time-Series
with Xing Wei, Xuerui Wang
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