| Graph-based deep modeling and real time forecasting of sparse spatio-temporal data B Wang, X Luo, F Zhang, B Yuan, AL Bertozzi, PJ Brantingham 4th Workshop on Mining and Learning from Time Series (MileTS), at KDD London, 2018 | 75 | 2018 |
| 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 | 56 | 2019 |
| Topic time series analysis of microblogs EL Lai*, D Moyer*, B Yuan*, E Fox, B Hunter, AL Bertozzi, PJ Brantingham IMA Journal of Applied Mathematics 81 (3), 409-431, 2016 | 42 | 2016 |
| Do we really need complicated model architectures for temporal networks? W Cong, S Zhang, J Kang, B Yuan, H Wu, X Zhou, H Tong, M Mahdavi arXiv preprint arXiv:2302.11636, 2023 | 39 | 2023 |
| Is gang violent crime more contagious than non-gang violent crime? PJ Brantingham, B Yuan, D Herz Journal of quantitative criminology 37, 953-977, 2021 | 38 | 2021 |
| Using machine learning to discern eruption in noisy environments: A case study using CO2‐driven cold‐water geyser in Chimayó, New Mexico B Yuan, YJ Tan, MK Mudunuru, OE Marcillo, AA Delorey, PM Roberts, ... Seismological Research Letters 90 (2A), 591-603, 2019 | 19 | 2019 |
| Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities B Yuan, X Wang, J Ma, C Zhou, AL Bertozzi, H Yang International Conference on Learning Representations, 2020 | 14 | 2020 |
| Machine learning for cardiac ultrasound time series data B Yuan, SR Chitturi, G Iyer, N Li, X Xu, R Zhan, R Llerena, JT Yen, ... Medical imaging 2017: Biomedical applications in molecular, structural, and …, 2017 | 13 | 2017 |
| GRYD intervention incident response & gang crime 2017 evaluation report PJ Brantingham, N Sundback, B Yuan, K Chan Los Angeles: The City of Los Angeles Mayor’s Office of Gang Reduction and …, 2017 | 13 | 2017 |
| Does Violence Interruption Work? PJ Brantingham, B Yuan, N Sundback, FP Schoenberg, AL Bertozzi, ... | 11 | 2018 |
| Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction B Yuan, FP Schoenberg, AL Bertozzi Annals of the Institute of Statistical Mathematics, 1-26, 2021 | 8 | 2021 |
| 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 |
| Automatic valve segmentation in cardiac ultrasound time series data Y Dukler, Y Ge, Y Qian, S Yamamoto, B Yuan, L Zhao, AL Bertozzi, ... Medical Imaging 2018: Image Processing 10574, 493-504, 2018 | 8 | 2018 |
| Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits Y Li, D Choudhary, X Wei, B Yuan, B Bhushanam, T Zhao, G Lan International Conference on Learning Representations, 2022 | 3 | 2022 |
| Mitral valve segmentation using robust nonnegative matrix factorization H Dröge, B Yuan, R Llerena, JT Yen, M Moeller, AL Bertozzi Journal of imaging 7 (10), 213, 2021 | 3 | 2021 |
| Large-scale and Deep Spatiotemporal Point-Process Models B Yuan University of California, Los Angeles, 2020 | 1 | 2020 |
| Forecasting CO2-driven cold-water geyser eruptions B Yuan, YJ Tan, MK Mudunuru, PA Johnson, OE Marcillo, AA Delorey, ... Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2018 | | 2018 |
Andrea BertozziProf. of Math. and Mech. & Aero. Eng., Betsy Wood Knapp Chair for Innovation and Creativity, UCLAVerified email at math.ucla.edu
