| 2018 | PAKDD | Particle Swarm Optimization-Based Weighted-Nadaraya-Watson Estimator. | Jie Jiang, Yu-Lin He, Joshua Zhexue Huang |
| 2017 | BigData | I-Sampling: A New Block-Based Sampling Method for Large-Scale Dataset. | Yu-Lin He, Joshua Zhexue Huang, Hao Long, Qiang Wang, Chenghao Wei |
| 2017 | ICONIP | Improving Generalization Capability of Extreme Learning Machine with Synthetic Instances Generation. | Wei Ao, Yu-Lin He, Joshua Zhexue Huang, Yupeng He |
| 2017 | PAKDD | Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems. | Hao Long, Yu-Lin He, Joshua Zhexue Huang, Qiang Wang |
| 2016 | PAKDD | Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification. | Yu-Lin He, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang, Xizhao Wang |
| 2016 | SMC | An approach to sample selection from big data for classification. | Sheng Xing, Yu-Lin He, Hong Zhu, Xizhao Wang |
| 2015 | PAKDD | Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models. | Yu-Lin He, Joshua Zhexue Huang, Xizhao Wang, Rana Aamir Raza |
| 2014 | CEC | Regression ensemble with PSO algorithms based fuzzy integral. | James Nga-Kwok Liu, Yan-Xing Hu, Yu-Lin He, Xizhao Wang |
| 2014 | ICDM | A Further Investigation on the Reliability of Extreme Learning Machines. | Yan-Xing Hu, Yuan Wang, Jane Jia You, James N. K. Liu, Yu-Lin He |
| 2014 | ICPRAM | Integrating Local Information-based Link Prediction Algorithms with OWA Operator. | James N. K. Liu, Yu-Lin He, Yan-Xing Hu, Xi-Zhao Wang, Simon C. K. Shiu |
| 2014 | SAC | A hybrid algorithm for recommendation twitter peers. | James N. K. Liu, Zongnong Meng, Yan-Xing Hu, Yu-Lin He, Simon C. K. Shiu, Vincent W. S. Cho |
| 2013 | ICMLC | Comparison of geometric and arithmetic means for bandwidth selection in Nadaraya-Watson kernel regression estimator. | Li-Yuan Xu, Min Zhang, Wei Zhu, Yu-Lin He |
| 2012 | IPMU | Naive Bayesian Classifier Based on Neighborhood Probability. | James N. K. Liu, Yu-Lin He, Xizhao Wang, Yan-Xing Hu |
| 2011 | ICMLC | A comparative study among different kernel functions in flexible nave Bayesian classification. | James N. K. Liu, Yu-Lin He, Xizhao Wang, Yan-Xing Hu |
| 2010 | ICMLC | A new instance selection algorithm based on contribution for nearest neighbour classification. | Yong-Hua Cai, Bo Wu, Yu-Lin He, Ye Zhang |