Cao Xiao

Research.com Recognitions

• 2025 - Research.com Rising Stars Award

Overview

Best Publications

• FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling

  Jie Chen;Tengfei Ma;Cao Xiao

  1007
  Citations

• Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review.

  Cao Xiao;Edward Choi;Jimeng Sun

  857
  Citations

• Patient Subtyping via Time-Aware LSTM Networks

  Inci M. Baytas;Cao Xiao;Xi Zhang;Fei Wang

  621
  Citations

• MolTrans: Molecular interaction transformer for drug target interaction prediction

  Kexin Huang;Cao Xiao;Lucas M Glass;Jimeng Sun

  510
  Citations

• Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review.

  Shenda Hong;Yuxi Zhou;Junyuan Shang;Cao Xiao

  431
  Citations

• DeepPurpose: a deep learning library for drug-target interaction prediction.

  Kexin Huang;Tianfan Fu;Lucas M Glass;Marinka Zitnik

  419
  Citations

• Pre-training of Graph Augmented Transformers for Medication Recommendation

  Junyuan Shang;Tengfei Ma;Cao Xiao;Jimeng Sun

  260
  Citations

• GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

  Junyuan Shang;Cao Xiao;Tengfei Ma;Hongyan Li

  252
  Citations

• Detecting Clusters of Fake Accounts in Online Social Networks

  Cao Xiao;David Mandell Freeman;Theodore Hwa

  209
  Citations

• Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders

  Tengfei Ma;Cao Xiao;Jiayu Zhou;Fei Wang

  188
  Citations

• MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare

  Edward Choi;Cao Xiao;Walter F. Stewart;Jimeng Sun

  180
  Citations

• HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records

  Junyu Luo;Muchao Ye;Cao Xiao;Fenglong Ma

  174
  Citations

• Data-Driven Subtyping of Parkinson's Disease Using Longitudinal Clinical Records: A Cohort Study.

  Xi Zhang;Jingyuan Chou;Jian Liang;Cao Xiao

  152
  Citations

• SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization.

  Yue Yu;Kexin Huang;Chao Zhang;Lucas M Glass

  151
  Citations

• Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development

  Kexin Huang;Tianfan Fu;Wenhao Gao;Yue Zhao

  149
  Citations

• CASTER: Predicting Drug Interactions with Chemical Substructure Representation

  Kexin Huang;Cao Xiao;Trong Nghia Hoang;Lucas M. Glass

  147
  Citations

• An RNN Architecture with Dynamic Temporal Matching for Personalized Predictions of Parkinson's Disease.

  Chao Che;Cao Xiao;Jian Liang;Bo Jin

  140
  Citations

• Readmission prediction via deep contextual embedding of clinical concepts.

  Cao Xiao;Tengfei Ma;Adji Bousso Dieng;David Meir Blei

  128
  Citations

• SkipGNN: predicting molecular interactions with skip-graph networks.

  Kexin Huang;Cao Xiao;Lucas M. Glass;Marinka Zitnik

  127
  Citations

• STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.

  Junyi Gao;Rakshith Sharma;Cheng Qian;Lucas M Glass

  127
  Citations

• Unsupervised Sequential Outlier Detection With Deep Architectures

  Weining Lu;Yu Cheng;Cao Xiao;Shiyu Chang

  119
  Citations

• Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders

  Tengfei Ma;Jie Chen;Cao Xiao

  114
  Citations