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, 10 (6), 3941-3952.
- 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
Haoran Lu, Luyang Fang, Ruidong Zhang, Xinliang Li, Jiazhang Cai, Huimin Cheng, Lin Tang, Ziyu Liu, Zeliang Sun, Tao Wang, Yingchuan Zhang, Arif Hassan Zidan, Jinwen Xu, Jincheng Yu, Meizhi Yu, Hanqi Jiang, Xilin Gong, Weidi Luo, Bolun Sun, Yongkai Chen, Terry Ma, Shushan Wu, Yifan Zhou, Junhao Chen, Haotian Xiang, Jing Zhang, Afrar Jahin, Wei Ruan, Ke Deng, Yi Pan, Peilong Wang, Jiahui Li, Zhengliang Liu, Lu Zhang, Xiaobo Li, Lin Zhao, Wei Liu, Dajiang Zhu, Xin Xing, Fei Dou, Wei Zhang, Chao Huang, Rongjie Liu, Mengrui Zhang, Yiwen Liu, Xiaoxiao Sun, Qin Lu, Zhen Xiang, Wenxuan Zhong, Tianming Liu, Ping Ma (2025). Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges, arXiv: 2507.19672.
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.