- Learning Multivariate Hawkes Processes at Scale, 2020
- Latent Embeddings of Point Process Excitations, 2020
- Hawkes process modeling of COVID-19 with mobility leading indicators and spatial covariates, 2020 [code]
- CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation, NeurIPS 2020, [code]
- Network Group Hawkes Process Model, arXiv, 2020
- Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks, AAAI, 2020
- The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks, UAI, 2020
- Nonparametric self-exciting models for computer network traffic, Journal Statistics and Computing (2020), [Code]
- General Compound Hawkes Processes in Limit Order Books, Stochastic Modelling in Financial Mathematics,2020