Using GPT-4 to Augment Unbalanced Data for Automatic Scoring. - Luyang Fang; Gyeong-Geon Lee; Xiaoming Zhai (CoRR, 2023)

Knowledge Distillation of LLM for Education. - Ehsan Latif; Luyang Fang; Ping Ma 001; Xiaoming Zhai (CoRR, 2023)

Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments. - Ehsan Latif; Luyang Fang; Ping Ma 001; Xiaoming Zhai (AIED Companion (2), 2024)

Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification. - Luyang Fang; Yongkai Chen; Wenxuan Zhong; Ping Ma 001 (ICML, 2024)

A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education. - Ehsan Latif; Yifan Zhou; Shuchen Guo; Yizhu Gao; Lehong Shi; Matthew Nayaaba; Gyeong-Geon Lee; Liang Zhang; Arne Bewersdorff; Luyang Fang; Xiantong Yang; Huaqin Zhao; et al. (CoRR, 2024)

Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches. - Shushan Wu; Luyang Fang; Jinan Zhang; T. N. Sriram; Stephen James Coshatt; Feraidoon Zahiri; H. Alan Mantooth; Jin Ye 001; Wenxuan Zhong; Ping Ma 001; WenZhan Song 001 (IEEE Trans. Smart Grid, 2024)

Large Language Models for Bioinformatics. - Wei Ruan; Yanjun Lyu; Jing Zhang 010; Jiazhang Cai; Peng Shu; Yang Ge; Yao Lu; Shang Gao; Yue Wang; Peilong Wang; Lin Zhao 004; Tao Wang; et al. (CoRR, 2025)

Efficient Multi-Task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment. - Luyang Fang; Ehsan Latif; Haoran Lu; Yifan Zhou; Ping Ma 001; Xiaoming Zhai (CoRR, 2025)

Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions. - Luyang Fang; Xiaowei Yu; Jiazhang Cai; Yongkai Chen; Shushan Wu; Zhengliang Liu; Zhenyuan Yang; Haoran Lu; Xilin Gong; Yufang Liu; Terry Ma; Wei Ruan; et al. (CoRR, 2025)

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges. - 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; et al. (CoRR, 2025)