| 2026 | AAAI | CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records. | Dongchen Li, Jitao Liang, Wei Li, Xiaoyu Wang, Longbing Cao, Kun Yu |
| 2025 | ACL | Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection. | Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu |
| 2025 | SMC | Kinematic Temporal VAE for Generalized Pedestrian Prediction. | Dongchen Li, Zhimao Lin, Jinglu Hu |
| 2025 | SODA | Prophet Secretary and Matching: the Significance of the Largest Item. | Ziyun Chen, Zhiyi Huang, Dongchen Li, Zhihao Gavin Tang |
| 2024 | FAW | On the Optimal Mixing Problem of Approximate Nash Equilibria in Bimatrix Games. | Xiaotie Deng, Dongchen Li, Hanyu Li |
| 2015 | IGARSS | Extended fractal analysis for floating target detection in sea clutter. | Dongchen Li, Penglang Shui |
| 2014 | ACL | Learning Grammar with Explicit Annotations for Subordinating Conjunctions. | Dongchen Li, Xiantao Zhang, Xihong Wu |
| 2014 | COLING | Learning the Taxonomy of Function Words for Parsing. | Dongchen Li, Xiantao Zhang, Dingsheng Luo, Xihong Wu |
| 2014 | Interspeech | Parsing named entity as syntactic structure. | Xiantao Zhang, Dongchen Li, Xihong Wu |
| 2013 | AAAI | Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification. | Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu |