| 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 |
| 2025 | ICCV | Semi-Supervised Concept Bottleneck Models. | Lijie Hu, Tianhao Huang, Huanyi Xie, Xilin Gong, Chenyang Ren, Zhengyu Hu, Lu Yu, Ping Ma, Di Wang |
| 2024 | AIED | Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments. | Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai |
| 2024 | CVPR | Enrich, Distill and Fuse: Generalized Few-Shot Semantic Segmentation in Remote Sensing Leveraging Foundation Model's Assistance. | Tianyi Gao, Wei Ao, Xing-ao Wang, Yuanhao Zhao, Ping Ma, Mengjie Xie, Hang Fu, Jinchang Ren, Zhi Gao |
| 2024 | ICML | Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification. | Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma |
| 2024 | Tencon | A 25Gbps Single-Ended to Differential Low-Noise Transimpedance Amplifier in 45nm SOI for High-Speed Optical Transceivers. | Juncheng Deng, Luyao Yuan, Zeyu Zhou, Jinfeng Xie, Ahmed Wahba, Ping Ma, Yizhe Hu, Fujiang Lin, C. Patrick Yue, Liheng Lou |
| 2023 | ICLR | Subsampling in Large Graphs Using Ricci Curvature. | Shushan Wu, Huimin Cheng, Jiazhang Cai, Ping Ma, Wenxuan Zhong |
| 2022 | PRICAI | Managing Dataset Shift by Adversarial Validation for Credit Scoring. | Hongyi Qian, Baohui Wang, Ping Ma, Lei Peng, Songfeng Gao, You Song |
| 2021 | IPEC | Analysis and Countermeasures of Current Standardization of Energy Consumption Quota of Public Institutions. | Hongmei Wen, Yanhong Zhang, Ping Ma, Na Re |
| 2020 | AISTATS | Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms. | Ping Ma, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney |
| 2020 | QRS | Creative Computing based Experimental Study of Somatosensory Games for Promoting Intention Understanding. | Jie Jian, Xiaotong Zhang, Ping Ma |
| 2019 | AISTATS | Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series. | Rui Xie, Zengyan Wang, Shuyang Bai, Ping Ma, Wenxuan Zhong |
| 2014 | ICML | A Statistical Perspective on Algorithmic Leveraging. | Ping Ma, Michael W. Mahoney, Bin Yu |
| 2014 | ISCAS | Band-selective estimation for IQ-imbalance and carrier frequency offset in OFDM systems. | Chih-Hung Kuo, Ping Ma, Chi-Fang Chang |
| 2012 | PADS | Knowledge-Based Simulation Experiment Data Integrative Analysis Technology. | Song Jiao, Wei Li, Ping Ma, Ming Yang |
| 2007 | WSC | A knowledge-based method for the validation of military simulation. | Feiyan Min, Ping Ma, Ming Yang |
| 2005 | WSC | The application of evaluation method based on HMM for results validity of complex simulation system. | Hengjie Song, Ping Ma, Ming Yang |