研究领域

应用统计，统计学习、贝叶斯统计

学习经历

2018.8-2021.7 澳门大学 电脑科学 博士

2007.9-2010.6 德克萨斯理工大学 统计学 硕士

2003.9-2007.7 北京师范大学 统计学 学士

发表论文

1.Cui, Xingyu, Yong Li, and Lili Xu*. Deep Neural Network with a Characteristic Analysis for Seal Stroke Recognition[J]. ACM Transactions on Asian and Low-Resource Language Information Processing, 2024, 23(11): 1-22. (Q4)

2.Xia Li, Xiaobiao Mo, Chegn Zhang, Qing Wang, Lili Xu, et.al. Unraveling the Impacts of River Network Connectivity on Ecological Quality Dynamics at a Basin Scale[J]. Remote Sensing, 2024, 16(13): 2370. (Q2)

3.Cui, Xingyu, Yong Li, and Lili Xu*. "Adaptive Extension Fitting Scheme: An Effective Curve Approximation Method Using Piecewise Bézier Technology." IEEE Access (2023). (Q3)

4.Lili Xu, et al. "Graph-Represented Broad Learning System for Landslide Susceptibility Mapping in Alpine-Canyon Region." Remote Sensing 14.12 (2022): 2773. (Q2)

5.Lili Xu, C. L. Philip Chen*, and Ruizhi Han. "Graph-based sparse bayesian broad learning system for semi-supervised learning." Information Sciences 597 (2022): 193-210. (Q1)

6.Lili Xu, C. L. Philip Chen*, and Ruizhi Han. "Sparse Bayesian broad learning system for probabilistic estimation of prediction." IEEE Access 8 (2020): 56267-56280. (Q3)

7.Shuang Feng, C. L. Philip Chen*, Lili Xu and Zhulin Liu. "On the Accuracy–Complexity Tradeoff of Fuzzy Broad Learning System." IEEE Transactions on Fuzzy Systems 29.10 (2020): 2963-2974. (Q1)

8.Lili Xu and C. L. Philip Chen*. "Comparison and Combination of Activation Functions in Broad Learning System." 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 2020. (EI)

9.Ruizhi Han, Zhulin Liu*, C. L. Philip Chen, Lili Xu and Guangzhu Peng. "Mortality prediction for COVID-19 patients via Broad Learning System." 2020 7th International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS). IEEE, 2020. (EI)

10.Huiqin Wei, Long Chen*, and Lili Xu. "Tensor decomposition for poisson image denoising." 2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY). IEEE, 2019. (EI)

出版教材

Probability and Statistics，毛纲源，徐丽莉，华中科技大学出版社，2017年12月，ISBN: ‎ 978-7568028295.

科研项目

1. 贝叶斯宽度学习模型及其应用，北京师范大学珠海分校教师科研能力促进计划，2019.01-2021.12，主持；

2. 基于宽度学习系统（BLS）的新型神经网络架构及其应用，广东省普通高校青年创新人才项目，2019.05-2021.04，参与；

3. 2017年度珠海市依法行政考评社会评议调查，市级横向项目，2018.03-2018.07，主持；

4. 2016年度珠海市依法行政考评社会评议调查，市级横向项目，2017.03-2017.07，主持；

5. 修读中外双学位学生批判性思维提升研究，北京师范大学珠海分校卓越人才培养项目，2016.10-2019.9，子课题负责人；

6. 2015年度珠海市依法行政考评社会评议调查，市级横向项目，2016.03-2016.07，主持。