Publications
You can also find my latest articles on my Google Scholar profile.
Published
- Yufang Liu, Yanjun Yang, Haoran Lu, Jiaheng Cui, Ping Ma, Wenxuan Zhong, Yiping Zhao (2025). Extracting True Virus SERS Spectra from Concentration-Dependent Measurements and Data Augmentation for Virus Classification and Quantification. ACS Sensors, in press.
- Luyang Fang, Ehsan Latif, Haoran Lu, Yifan Zhou, Ping Ma, and Xiaoming Zhai (2025). Efficient Multi-Task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment. The 26th International Conference on Artificial Intelligence in Education.
- Haoran Lu, Huimin Cheng, Ye Wang, Yaoguo Xie, Huan Yan, Xindong Wang, Ping Ma, Wenxuan Zhong (2025). Mortgage Prepayment Modeling via a Smoothing Spline State Space Model. Journal of Data Science, 1-14. (Special issue in honor of Professor Xizhi Wu)
- Tao Wang, Yanjun Yang, Haoran Lu, Jiaheng Cui, Ping Ma, Wenxuan Zhong, Yiping Zhao (2025). Functional Regression for SERS Spectrum Transformation Across Diverse Instruments. Analyst, 150(3), 460-469. (Cover Page)
- Ping Ma, Yongkai Chen, Haoran Lu, Wenxuan Zhong (2024). Bisection Grover’s Search Algorithm and Its Application in Analyzing CITE-seq Data. Journal of American Statistical Association, 1–12.
- Yufang Liu, Yongkai Chen, Haoran Lu, Wenxuan Zhong, Guo-Cheng Yuan, Ping Ma (2024). Orthogonal multimodality integration and clustering in single-cell data. BMC bioinformatics, 25(1), 164.
- Shengji Jia, Chunming Zhang, Haoran Lu (2022). Covariance function versus covariance matrix estimation in efficient semi-parametric regression for longitudinal data analysis. Journal of Multivariate Analysis, 187, 104900.
Preprints
Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai, Dajiang Zhu, Wenxuan Zhong, Tianming Liu, Ping Ma (2025). Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions, arXiv:2504.14772.
Ehsan Latif, Yifan Zhou, Shuchen Guo, Yizhu Gao, Lehong Shi, Matthew Nayaaba, Gyeonggeon Lee, Liang Zhang, Arne Bewersdorff, Luyang Fang, Xiantong Yang, Huaqin Zhao, Hanqi Jiang, Haoran Lu, Jiaxi Li, Jichao Yu, Weihang You, Zhengliang Liu, Vincent Shung Liu, Hui Wang, Zihao Wu, Jin Lu, Fei Dou, Ping Ma, Ninghao Liu, Tianming Liu, Xiaoming Zhai (2024). A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education, arXiv:2410.21287.