| 2025 | COLING | Automated Clinical Data Extraction with Knowledge Conditioned LLMs. | Diya Li, Asim Kadav, Aijing Gao, Rui Li, Richard Bourgon |
| 2024 | ACL | Estimating Agreement by Chance for Sequence Annotation. | Diya Li, Carolyn P. Ros, Ao Yuan, Chunxiao Zhou |
| 2024 | GLOBECOM | Causality-based Big Data Analysis of Information Cascade in Communication Networks. | Yuming Han, Ziyi Zhang, Diya Li, Jianbo Du |
| 2024 | VTC | Assessing Urban Safety: A Digital Twin Approach Using Streetview and Large Language Models. | Yuhan Cheng, Zhengcong Yin, Diya Li, Zhuoying Li |
| 2022 | IJCNLP | Food Knowledge Representation Learning with Adversarial Substitution. | Diya Li, Mohammed J. Zaki |
| 2021 | ICDE | Nutrition Guided Recipe Search via Pre-trained Recipe Embeddings. | Diya Li, Mohammed J. Zaki, Ching-Hua Chen |
| 2020 | KDD | RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning. | Diya Li, Mohammed J. Zaki |
| 2019 | ICRA | Global Vision-Based Reconstruction of Three-Dimensional Road Surfaces Using Adaptive Extended Kalman Filter. | Diya Li, Tomonari Furukawa |
| 2019 | NAACL | Biomedical Event Extraction based on Knowledge-driven Tree-LSTM. | Diya Li, Lifu Huang, Heng Ji, Jiawei Han |
| 2018 | VTC | AEKF-Based 3-D Localization of Road Surface Images with Sparse Low-Accuracy GPS Data. | Diya Li, Yazhe Hu, Tomonari Furukawa |