Objects
Luo, Ling, Li, Bin, Fan, Xuhui, Wang, Yang, Koprinska, Irena, Chen, Fang. Springer; 2023. Dynamic Customer Segmentation Via Hierarchical Fragmentation-Coagulation Processes.
Zhou, Feng, Luo, Simon, Li, Zhidong, Fan, Xuhui, Wang, Yang, Sowmya, Arcot, Chen, Fang. Springer; 2021. Efficient EM-variational inference for nonparametric Hawkes process.
Li, Yaqiong, Fan, Xuhui, Chen, Ling, Li, Bin, Sisson, Scott A.. Springer; 2021. Decoupling Sparsity and Smoothness in Dirichlet Belief Networks.
Li, Caoyuan, Xie, Hong-Bo, Mengersen, Kerrie, Fan, Xuhui, Da Xu, Richard Yi, Sisson, Scott A., Van Huffel, Sabine. Institute of Electrical and Electronics Engineers (IEEE); 2020. Bayesian nonnegative matrix factorization with dirichlet process mixtures.
Zhou, Feng, Li, Zhidong, Fan, Xuhui, Wang, Yang, Sowmya, Arcot, Chen, Fang. M I T Press; 2020. Efficient inference for nonparametric hawkes processes using auxiliary latent variables.
Zhou, Feng, Li, Zhidong, Fan, Xuhui, Wang, Yang, Sowmya, Arcot, Chen, Fang. Springer; 2018. A refined MISD algorithm based on Gaussian process regression.
Yu, Zheng, Fan, Xuhui, Pietrasik, Marcin, Reformat, Marek. Association for the Advancement of Artificial Intelligence; 2020. Fragmentation coagulation based mixed membership stochastic blockmodel.
Li, Caoyuan, Xie, Hong-Bo, Fan, Xuhui, Xu, Richard Yi Da, Van Huffel, Sabine, Mengersen, Kerrie. Institute of Electrical and Electronics Engineers (IEEE); 2021. Kernelized sparse Bayesian matrix factorization.
Fan, Xuhui, Li, Bin, Sisson, Scott. The Society for AI and Statistics; 2020. Binary space partitioning forests.
Fan, Xuhui, Da Xu, Richard Yi, Cao, Longbing, Song, Yin. Institute of Electrical and Electronics Engineers (IEEE); 2017. Learning nonparametric relational models by conjugately incorporating node information in a network.
Li, Yaqiong, Fan, Xuhui, Chen, Ling, Li, Bin, Yu, Zheng, Sisson, Scott A.. International Joint Conferences on Artificial Intelligence; 2020. Recurrent Dirichlet Belief Networks for interpretable dynamic relational data modelling.
Cao, Longbing, Chen, Hui, Fan, Xuhui, Gama, Joao, Ong, Yew-Soon, Kumar, Vipin. International Joint Conferences on Artificial Intelligence; 2023. Bayesian Federated Learning: A Survey.
Fan, Xuhui, Bonilla, Edwin V., O'Kane, Terence J., Sisson, Scott A.. ML Research Press; 2023. Free-Form Variational Inference for Gaussian Process State-Space Models.