Zhipeng Huang, PhD

Selected Publications

• Huang, Zhipeng, et al. "A mutually exciting latent space Hawkes process model for continuous-time networks." Uncertainty in artificial intelligence (UAI). PMLR, 2022.
  Huang, Zhipeng, and Kevin S. Xu. "A Latent Space Model for HLA Compatibility Networks in Kidney Transplantation." 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2022.
• Soliman, Hadeel, Lingfei Zhao, Zhipeng Huang and et al. "The multivariate community Hawkes model for dependent relational events in continuous-time networks." International Conference on Machine Learning (ICML). PMLR, 2022.

Current Research

Current Research My current research focuses on developing link prediction and community detection methods for dynamic social networks, EEG signal processing, and brain function network analysis.

Education

• Ph.D., Case Western Reserve University
• M.S., Purdue University Northwest
• B.E., Nanjing University of Aeronautics and Astronautics

Areas of Expertise

Machine learning, Network Analysis, Probabilistic Modeling, Bioinformatics