Xia Li

Teaching

• Fall 2018: Math 151A :T 3:00-3:50; MS 6229
• Winter 2019: Math 151B : T 2:00-2:50; MS 6229
• Fall 2019: Math 33A : T 12:00-12:50; MS 6229
• Fall 2019: Math 151A : T 10:00-10:50; MS 5127

Research Interests

• Machine Learning
• Distributed Stochastic Gradient Descent
• Multivariate Hawekes Process
• Natural Language Processing

Preprints

• R. Grotheer, K. Ha, Y. Huang, P. Li, Xia Li, L. Huang, D. Needell, E. Rebrova, A. Kryshchenko, O. Kryshchenko, COVID-19 Literature Topic-Based Search via Hierarchical NMF, EMNLP 2020 Workshop NLP-COVID. (PDF file) (arXiv link)

• M. Alaverdian, W. Gilroy, V. Kirgios, Xia Li, C. Matuk, D. Mckenzie, T. Ruangkriengsin, A. Bertozzi, and J. Brantingham, Who killed Lilly Kane? A Case Study in Applying Knowledge Graphs to Crime Fiction, Proc. GTA³ 4.0 at IEEE International Conference on Big Data, Atlanta, GA, 2020. (PDF file) (arXiv link)

About Me

• My Curriculum Vitae
• My Research Statement