| 2024 | DBSEC | VulPrompt: Prompt-Based Vulnerability Detection Using Few-Shot Graph Learning. | Saquib Irtiza, Xiaodi Li, Mahmoud Zamani, Latifur Khan, Kevin W. Hamlen |
| 2024 | ICML | DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent). | Zongxin Yang, Guikun Chen, Xiaodi Li, Wenguan Wang, Yi Yang |
| 2023 | ICIP | Deep Unrolling Shrinkage Network for Dynamic MR Imaging. | Yinghao Zhang, Xiaodi Li, Weihang Li, Yue Hu |
| 2022 | DBSEC | MCoM: A Semi-Supervised Method for Imbalanced Tabular Security Data. | Xiaodi Li, Latifur Khan, Mahmoud Zamani, Shamila Wickramasuriya, Kevin W. Hamlen, Bhavani Thuraisingham |
| 2022 | EMNLP | LPC: A Logits and Parameter Calibration Framework for Continual Learning. | Xiaodi Li, Zhuoyi Wang, Dingcheng Li, Latifur Khan, Bhavani Thuraisingham |
| 2022 | IROS | DeepMLE: A Robust Deep Maximum Likelihood Estimator for Two-view Structure from Motion. | Yuxi Xiao, Li Li, Xiaodi Li, Jian Yao |
| 2019 | IGARSS | Hyperspectral Image Restoration using Nonconvex Hybrid Regularization. | Yue Hu, Xiaodi Li |
| 2016 | AMIA | A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text. | Dingcheng Li, Sijia Liu, Majid Rastegar-Mojarad, Yanshan Wang, Xiaodi Li, Vipin Chaudhary, Terry M. Therneau, Hongfang Liu |
| 2016 | AMIA | Drug-drug Interaction Detection with A Topic-modeling Based Framework Augmented with Distant-supervision. | Dingcheng Li, Sijia Liu, Majid Rastegar-Mojarad, Yanshan Wang, Xiaodi Li, Vipin Chaudhary, Terry M. Therneau, Hongfang Liu |