Baichuan Yuan

Most-cited papers

Do We Really Need Complicated Model Architectures For Temporal Networks?
Weilin Cong, Si Zhang, Jian Kang, Baichuan Yuan +4 more
2023International Conference on Learning Representations260 citations Open access
Semantic Scholar
Graph-Based Deep Modeling and Real Time Forecasting of Sparse Spatio-Temporal Data
Bao Wang, Xiyang Luo, Fangbo Zhang, Baichuan Yuan +2 more
2018arXiv.org65 citations
Semantic Scholar
Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction
Baichuan Yuan, Hao Li, A. Bertozzi, P. Brantingham +1 more
2018SIAM Journal on Mathematics of Data Science61 citations Open access
Semantic Scholar
Is Gang Violent Crime More Contagious than Non-Gang Violent Crime?
P. Brantingham, Baichuan Yuan, D. Herz
2020Journal of quantitative criminology35 citations Open access
Semantic Scholar
Topic Time Series Analysis of Microblogs
Eric L Lai, Daniel Moyer, Baichuan Yuan, E. Fox +3 more
201635 citations Open access
Semantic Scholar
Using Machine Learning to Discern Eruption in Noisy Environments: A Case Study using CO2-driven Cold-Water Geyser in Chimayo, New Mexico
Baichuan Yuan, Yen Joe Tan, M. Mudunuru, O. Marcillo +7 more
2018Seismological Research Letters18 citations Open access
Semantic Scholar
Machine learning for cardiac ultrasound time series data
Baichuan Yuan, S. Chitturi, Geoffrey Iyer, Nuoyu Li +5 more
2017Medical Imaging11 citations Open access
Semantic Scholar
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities
Baichuan Yuan, Xiaowei Wang, Jian-Xin Ma, Chang Zhou +2 more
2020International Conference on Learning Representations10 citations
Semantic Scholar
Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction
Baichuan Yuan, F. Schoenberg, A. Bertozzi
2021Annals of the Institute of Statistical Mathematics9 citations Open access
Semantic Scholar
Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan +3 more
2021International Conference on Learning Representations8 citations
Semantic Scholar
Mitral Valve Segmentation Using Robust Nonnegative Matrix Factorization
Hannah Dröge, Baichuan Yuan, Rafael Llerena, Jesse T. Yen +2 more
2021Journal of Imaging7 citations Open access
Semantic Scholar
SOS-EW: System for Overdose Spike Early Warning Using Drug Mover's Distance-Based Hawkes Processes
Wen-Hao Chiang, Baichuan Yuan, Hao Li, Bao Wang +4 more
2019PKDD/ECML Workshops7 citations Open access
Semantic Scholar
Automatic valve segmentation in cardiac ultrasound time series data
Yoni Dukler, Yurun Ge, Yi-Zhou Qian, Shintaro Yamamoto +6 more
2018Medical Imaging7 citations
Semantic Scholar
Does Violence Interruption Work?
P. Brantingham, Baichuan Yuan, Nick Sundback, F. Schoenberg +8 more
20173 citations
Semantic Scholar
Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction
Baichuan Yuan, F. Schoenberg, A. Bertozzi
2021Annals of the Institute of Statistical Mathematics2 citations Open access
Semantic Scholar
Large-scale and Deep Spatiotemporal Point-Process Models
Baichuan Yuan
20201 citations
Semantic Scholar