- Meta Learning with Relational Information for Short Sequences, (NeurIPS 2019)
- MARKOV-MODULATED HAWKES PROCESSES FOR MODELING SPORADIC AND BURSTY EVENT OCCURRENCES IN SOCIAL INTERACTIONS, arXiv, 2019
- Inferring Multiplex Diffusion Network via Multivariate Marked Hawkes Process, arXiv, 2018
- SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations, WWW, 2018, [Code]
- Hawkes graphs, Probability & Its Applications, 2017
- Multiple change points detection and clustering in dynamic networks, Jounal Statistics and Computing, 2017
- Modeling the Dynamics of Online Learning Activity, WWW, 2017, [Code]
- Decoupling Homophily and Reciprocity with Latent Space Network Models, UAI, 2017, [Code]
- Tracking Dynamic Point Processes on Networks, IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, [Code]
- NetCodec: Community Detection from Individual Activities, SDM, 2015
- Dirichlet-Hawkes Processes with Applications to Clustering Continuous-Time Document Streams, KDD, 2015, [Code]
- Discovering Latent Network Structure in Point Process Data, ICML, 2014
- Estimation of the Hawkes Process With Renewal Immigration Using the EM Algorithm, ArXiv, 2014
- Bayesian Inference for Hawkes Processes, Methodology and Computing in Applied Probability, 2013
- Modelling Reciprocating Relationships with Hawkes Processes, NeurIPS, 2012
- Learning Hawkes Processes from a Handful of Events, NeurIPS 2019, [Code]
- Scalable Nonparametric Factorization for High-Order Interaction Events, NeurIPS, 2018, [Code]