| 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 | 37 | 2014 |
| The binary space partitioning-tree process X Fan, B Li, SA Sisson AISTATS 2018, 2018 | 36 | 2018 |
| 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 | 32 | 2016 |
| Rectangular Bounding Process X Fan, B Li, S SIsson NeurIPS 2018, 2018 | 21 | 2018 |
| The Ostomachion process X Fan, B Li, Y Wang, Y Wang, F Chen AAAI 2016, 2016 | 20 | 2016 |
| Copula Mixed-Membership Stochastic Blockmodel. X Fan, RY Da Xu, L Cao IJCAI 2016, 2016 | 20 | 2016 |
| Binary Space Partitioning Forests X Fan, B Li, SA Sisson AISTATS 2019, 2019 | 19 | 2019 |
| Bayesian nonparametric space partitions: A survey X Fan, B Li, L Luo, SA Sisson arXiv preprint arXiv:2002.11394, 2020 | 13 | 2020 |
| 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, 2020 | 12 | 2020 |
| Scalable Deep Generative Relational Models with High-Order Node Dependence X Fan, B Li, SA Sisson, C Li, L Chen NeurIPS 2019, 2019 | 11 | 2019 |
| 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 | 10 | 2021 |
| 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 | 10 | 2019 |
| Model the complex dependence structures of financial variables by using canonical vine W Wei, X Fan, J Li, L Cao CIKM 2012, 2012 | 10 | 2012 |
| Online Binary Space Partitioning Forests X Fan, B Li, SA Sisson AISTATS 2020, 2020 | 9 | 2020 |
| 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 | 7 | 2020 |
| 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 | 7 | 2020 |
| A Refined MISD Algorithm Based on Gaussian Process Regression F Zhou, Z Li, X Fan, Y Wang, A Sowmya, F Chen PAKDD 2018, 2018 | 7 | 2018 |
| Non-parametric power-law data clustering X Fan, Y Zeng, L Cao arXiv preprint arXiv:1306.3003, 2013 | 7 | 2013 |
| Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants F Zhou, Z Li, X Fan, Y Wang, A Sowmya, F Chen International Journal of Data Science and Analytics 10, 321-330, 2020 | 5 | 2020 |
| Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling Y Li, X Fan, L Chen, B Li, Z Yu, SA Sisson IJCAI 2020, 2020 | 4 | 2020 |
Bin LiFudan UniversityVerified email at fudan.edu.cn
