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Xuhui Fan
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Cited by
Year
The binary space partitioning-tree process
X Fan, B Li, SA Sisson
AISTATS 2018, 2018
402018
Dynamic infinite mixed-membership stochastic blockmodel
X Fan, L Cao, RY Da Xu
IEEE transactions on neural networks and learning systems 26 (9), 2072-2085, 2014
402014
Learning nonparametric relational models by conjugately incorporating node information in a network
X Fan, RY Da Xu, L Cao, Y Song
IEEE transactions on cybernetics 47 (3), 589-599, 2016
362016
Rectangular Bounding Process
X Fan, B Li, S SIsson
NeurIPS 2018, 2018
252018
Efficient inference for nonparametric hawkes processes using auxiliary latent variables
F Zhou, Z Li, X Fan, Y Wang, A Sowmya, F Chen
Journal of Machine Learning Research 21 (241), 1-31, 2020
222020
Binary Space Partitioning Forests
X Fan, B Li, SA Sisson
AISTATS 2019, 2019
212019
The Ostomachion process
X Fan, B Li, Y Wang, Y Wang, F Chen
AAAI 2016, 2016
212016
Copula Mixed-Membership Stochastic Blockmodel.
X Fan, RY Da Xu, L Cao
IJCAI 2016, 2016
202016
Bayesian nonparametric space partitions: A survey
X Fan, B Li, L Luo, SA Sisson
arXiv preprint arXiv:2002.11394, 2020
182020
Scalable Deep Generative Relational Models with High-Order Node Dependence
X Fan, B Li, SA Sisson, C Li, L Chen
NeurIPS 2019, 2019
162019
Efficient EM-variational inference for nonparametric Hawkes process
F Zhou, S Luo, Z Li, X Fan, Y Wang, A Sowmya, F Chen
Statistics and Computing 31 (4), 46, 2021
142021
Bayesian federated learning: A survey
L Cao, H Chen, X Fan, J Gama, YS Ong, V Kumar
arXiv preprint arXiv:2304.13267, 2023
132023
Bayesian nonnegative matrix factorization with Dirichlet process mixtures
C Li, HB Xie, K Mengersen, X Fan, RY Da Xu, SA Sisson, S Van Huffel
IEEE Transactions on Signal Processing 68, 3860-3870, 2020
132020
Image denoising based on nonlocal Bayesian singular value thresholding and stein’s unbiased risk estimator
C Li, HB Xie, X Fan, RY Da Xu, S Van Huffel, SA Sisson, K Mengersen
IEEE Transactions on Image Processing 28 (10), 4899-4911, 2019
132019
Model the complex dependence structures of financial variables by using canonical vine
W Wei, X Fan, J Li, L Cao
CIKM 2012, 2012
132012
Online Binary Space Partitioning Forests
X Fan, B Li, SA Sisson
AISTATS 2020, 2020
112020
Kernelized sparse bayesian matrix factorization
C Li, H Xie, X Fan, RYD Xu, S Van Huffel, K Mengersen
IEEE Transactions on Neural Networks and Learning Systems, 2020
102020
Continuous-time edge modelling using non-parametric point processes
X Fan, B Li, F Zhou, S SIsson
Advances in Neural Information Processing Systems 34, 2319-2330, 2021
72021
A Refined MISD Algorithm Based on Gaussian Process Regression
F Zhou, Z Li, X Fan, Y Wang, A Sowmya, F Chen
PAKDD 2018, 2018
72018
Non-parametric power-law data clustering
X Fan, Y Zeng, L Cao
arXiv preprint arXiv:1306.3003, 2013
72013
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Articles 1–20