- Row-clustering of a Point Process-valued Matrix ,NeurIPS, 2021
- Causal Inference for Event Pairs in Multivariate Point Processes ,NeurIPS, 2021
- Continuous-time edge modelling using non-parametric point processes,NeurIPS, 2021, [Code]
- Self-Adaptable Point Processes with Nonparametric Time Decays,NeurIPS,2021
- Hawkes Processes on Graphons, 2021
- Mutually exciting point process graphs for modelling dynamic networks, 2021, [Code]
- THP: Topological Hawkes Processes for Learning Granger Causality on Event Sequences, 2021, arXiv
- Using Dirichlet Marked Hawkes Processes for Insider Threat Detection, 2021, Digital Threats: Research and Practice, [Code]
- Maximum likelihood estimation for Hawkes processes with self-excitation or inhibition, 2021, [Code]
- Diffusion approximation of multi-class Hawkes processes: Theoretical and numerical analysis, Applied Probability, 2021
- Variational Bayesian Inference for Nonlinear Hawkes Process with Gaussian Process Self-Effects, Entropy, 2022, [Code]
- VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media, NeurIPS 2021, [Code]