Proceedings

Cao Xiao

GE Healthcare

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, Jimeng Sun
doi:10.24963/ijcai.2024/670
Details PDF
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, Jimeng Sun, Fenglong Ma
doi:10.24963/ijcai.2024/914
Details PDF

IJCAI 2021

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

IJCAI 2019

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

IJCAI 2018

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders
with Tengfei Ma, Jiayu Zhou, Fei Wang
doi:10.24963/ijcai.2018/483
Details PDF
Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction
with Zhi Qiao, Shiwan Zhao, Xiang Li, Yong Qin, Fei Wang
doi:10.24963/ijcai.2018/489
Details PDF
Welcome Future Conferences AI Journal Division IJCAI Proceedings About IJCAI IJCAI Awards