| 2026 | AAAI | DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging. | Huimin Cheng, Xiaowei Yu, Shushan Wu, Luyang Fang, Chao Cao, Jing Zhang, Tianming Liu, Dajiang Zhu, Wenxuan Zhong, Ping Ma |
| 2026 | AAAI | Generalizable and Efficient Automated Scoring with a Knowledge-Distilled Multi-Task Mixture-of-Experts. | Luyang Fang, Tao Wang, Ping Ma, Xiaoming Zhai |
| 2026 | AIED | Confidence-Aware Automated Assessment of Student-Drawn Scientific Models. | Luyang Fang, Yingchuan Zhang, Jongchan Park, Zhaoji Wang, Ping Ma, Xiaoming Zhai |
| 2025 | AIED | Efficient Multi-task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment. | Luyang Fang, Ehsan Latif, Haoran Lu, Yifan Zhou, Ping Ma, Xiaoming Zhai |
| 2024 | AIED | Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments. | Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai |
| 2024 | ICML | Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification. | Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma |