Xiao, Cao

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

Xiao, C., Choi, E., & Sun, J. (2018) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 792

GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

Shang, J., Xiao, C., Ma, T., Li, H., & Sun, J. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence

Machine Learning in HealthcareRecommender Systems and Techniques

Cited by 345

Pre-training of Graph Augmented Transformers for Medication Recommendation

Shang, J., Ma, T., Xiao, C., & Sun, J. (2019) · Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

Machine Learning in HealthcareRecommender Systems and Techniques

Cited by 311

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

Ma, T., Xiao, C., Zhou, J., & Wang, F. (2018) · Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence

Computational Drug Discovery MethodsAdvanced Graph Neural Networks

Cited by 220

Artificial intelligence foundation for therapeutic science

Huang, K., Fu, T., Gao, W., Zhao, Y., Roohani, Y., Leskovec, J., Coley, C. W., Xiao, C., Sun, J., & Zitnik, M. (2022) · Nature Chemical Biology

Computational Drug Discovery MethodsArtificial Intelligence in Healthcare and Education

Cited by 207

Detecting Clusters of Fake Accounts in Online Social Networks

Xiao, C., Freeman, D. M., & Hwa, T. (2015) · Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security

Spam and Phishing DetectionMisinformation and Its Impacts

Cited by 184

Data-driven subtyping of Parkinson's disease using longitudinal clinical records: a cohort study

Zhang, X., Chou, J., Liang, J., Xiao, C., Zhao, Y., Sarva, H., Henchcliffe, C., & Wang, F. (2019) · Scientific Reports

Parkinson's Disease Mechanisms and TreatmentsMachine Learning in Healthcare

Cited by 137

SkipGNN: predicting molecular interactions with skip-graph networks

Huang, K., Xiao, C., Glass, L. M., Zitnik, M., & Sun, J. (2020) · Scientific Reports

Bioinformatics and Genomic NetworksComputational Drug Discovery Methods

Cited by 133

Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation

Konwer, A., Yang, Z., Bas, E., Xiao, C., Prasanna, P., Bhatia, P., & Kass-Hout, T. (2025) · 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Medical Image Segmentation TechniquesDomain Adaptation and Few-Shot Learning

Cited by 17

TriSum: Learning summarization ability from large language models with structured rationale

Jiang, P., Xiao, C., Wang, Z., Bhatia, P., Sun, J., & Han, J. (2024) · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

Topic ModelingAdvanced Text Analysis Techniques

Cited by 11