Multivariate spatiotemporal hawkes processes and network reconstruction B Yuan, H Li, AL Bertozzi, PJ Brantingham, MA Porter SIAM Journal on Mathematics of Data Science 1 (2), 356-382, 2019 | 67 | 2019 |
Uncertainty quantification for semi-supervised multi-class classification in image processing and ego-motion analysis of body-worn videos Y Qiao, C Shi, C Wang, H Li, M Haberland, X Luo, AM Stuart, AL Bertozzi Electronic Imaging 2019 (11), 264-1-264-7, 2020 | 21 | 2020 |
Posterior consistency of semi-supervised regression on graphs AL Bertozzi, B Hosseini, H Li, K Miller, AM Stuart Inverse Problems 37 (10), 105011, 2021 | 16 | 2021 |
Efficient graph-based active learning with probit likelihood via Gaussian approximations K Miller, H Li, AL Bertozzi arXiv preprint arXiv:2007.11126, 2020 | 16 | 2020 |
Noisy subgraph isomorphisms on multiplex networks H Jin, X He, Y Wang, H Li, AL Bertozzi 2019 IEEE International Conference on Big Data (Big Data), 4899-4905, 2019 | 10 | 2019 |
Applications of structural equivalence to subgraph isomorphism on multichannel multigraphs T Nguyen, D Yang, Y Ge, H Li, AL Bertozzi 2019 IEEE International Conference on Big Data (Big Data), 4913-4920, 2019 | 9 | 2019 |
Sos-ew: System for overdose spike early warning using drug mover’s distance-based hawkes processes WH Chiang, B Yuan, H Li, B Wang, A Bertozzi, J Carter, B Ray, G Mohler Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 8 | 2020 |
A year in Madrid as described through the analysis of geotagged Twitter data TR Meyer, D Balague, M Camacho-Collados, H Li, K Khuu, ... Environment and Planning B: Urban Analytics and City Science 46 (9), 1724-1740, 2019 | 7 | 2019 |
A martingale formulation for stochastic compartmental susceptible-infected-recovered (SIR) models to analyze finite size effects in COVID-19 case studies X Li, C Wang, H Li, AL Bertozzi Networks and Heterogeneous Media 17 (3), 311, 2022 | 2 | 2022 |
PDEs on graphs for semi-supervised learning applied to first-person activity recognition in body-worn video H Li, H Chen, M Haberland, AL Bertozzi, PJ Brantingham Discrete and Continuous Dynamical Systems 41 (9), 4351, 2021 | 1 | 2021 |
Graph-Based Learning and Data Analysis H Li University of California, Los Angeles, 2020 | | 2020 |