Select Publications

Journal articles

Li C; Xie HB; Fan X; Xu RYD; Van Huffel S; Sisson SA; Mengersen K, 2019, 'Image denoising based on nonlocal Bayesian singular value thresholding and Stein's unbiased risk estimator', IEEE Transactions on Image Processing, vol. 28, pp. 4899 - 4911, http://dx.doi.org/10.1109/TIP.2019.2912292

Fan X; Da Xu RY; Cao L; Song Y, 2017, 'Learning nonparametric relational models by conjugately incorporating node information in a network', IEEE Transactions on Cybernetics, vol. 47, pp. 589 - 599, http://dx.doi.org/10.1109/TCYB.2016.2521376

Fan X; Cao L, 2015, 'A convergence theorem for graph shift-type algorithms', Pattern Recognition, vol. 48, pp. 2751 - 2760, http://dx.doi.org/10.1016/j.patcog.2015.02.013

Fan X; Cao L; Da Xu RY, 2015, 'Dynamic Infinite Mixed-Membership Stochastic Blockmodel', IEEE Transactions on Neural Networks and Learning Systems, vol. 26, pp. 2072 - 2085, http://dx.doi.org/10.1109/TNNLS.2014.2369374

Conference Papers

Zhou F; Zhang Y; Li Z; Fan X; Wang Y; Sowmya A; Chen F, 2019, 'Hawkes process with stochastic triggering kernel', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 319 - 330, http://dx.doi.org/10.1007/978-3-030-16148-4_25

Fan X; Li B; Sisson S, 2018, 'Rectangular bounding process', in NeurIPS 2018, 32nd Conference on Neural Information Processing Systems, Montreal, presented at NeurIPS 2018, 32nd Conference on Neural Information Processing Systems, Montreal, 03 December 2018 - 08 December 2018

Fan X; Li B; Sisson S, 2018, 'The binary space partitioning tree process', in AISTATS 2018, Proceedings of Machine Learning Research, PMLR, Playa Blanca, Lanzarote, Canary Islands, pp. 1859 - 1867, presented at 21st International Conference on Artificial Intelligence and Statistics : AISTATS 2018, Playa Blanca, Lanzarote, Canary Islands, 09 April 2018 - 11 April 2018

Zhang J; Li B; Fan X; Wang Y; Chen F, 2018, 'Corrosion prediction on sewer networks with sparse monitoring sites: A case study', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 223 - 235, http://dx.doi.org/10.1007/978-3-319-93034-3_18

Zhou F; Li Z; Fan X; Wang Y; Sowmya A; Chen F, 2018, 'A refined MISD algorithm based on Gaussian process regression', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 584 - 596, http://dx.doi.org/10.1007/978-3-319-93037-4_46

Fan X; Xu RYD; Cao L, 2016, 'Copula mixed-membership stochastic block model', in IJCAI International Joint Conference on Artificial Intelligence, pp. 1462 - 1468

Fan X; Li B; Wang Y; Wang Y; Chen F, 2016, 'The ostomachion process', in 30th AAAI Conference on Artificial Intelligence, AAAI 2016, pp. 1547 - 1553

Yi W; Li B; Fan X; Yang W; Chen F, 2016, 'Bayesian optimization of partition layouts for mondrian processes', in IJCAI International Joint Conference on Artificial Intelligence, new york, pp. 2160 - 2166, presented at International Joint Conference on Artificial Intelligence, new york, 09 July 2016 - 15 July 2016

Fan X; Cao L, 2012, 'A theoretical framework of the graph shift algorithm', in Proceedings of the National Conference on Artificial Intelligence, pp. 2419 - 2420

Fan X; Zhu L; Cao L; Cui X; Ong YS, 2012, 'Maximum margin clustering on evolutionary data', in ACM International Conference Proceeding Series, pp. 625 - 634, http://dx.doi.org/10.1145/2396761.2396842

Wei W; Fan X; Li J; Cao L, 2012, 'Model the complex dependence structures of financial variables by using canonical vine', in ACM International Conference Proceeding Series, pp. 1382 - 1391, http://dx.doi.org/10.1145/2396761.2398443


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