| 2025 | ICLR | Small Models are LLM Knowledge Triggers for Medical Tabular Prediction. | Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu |
| 2024 | ICLR | Making Pre-trained Language Models Great on Tabular Prediction. | Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen |
| 2024 | IJCAI | Personalized Heart Disease Detection via ECG Digital Twin Generation. | Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li, Jiahuan Yan, Haochao Ying, Huiying Liang, Jian Wu |
| 2024 | KDD | Can a Deep Learning Model be a | Jintai Chen, Jiahuan Yan, Qiyuan Chen, Danny Z. Chen, Jian Wu, Jimeng Sun |
| 2024 | KDD | Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. | Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu |
| 2023 | AAAI | T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. | Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu |
| 2023 | EMNLP | Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. | Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su |
| 2023 | EMNLP | Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. | Jiahuan Yan, Haojun Gao, Kai Zhang, Weize Liu, Danny Chen, Jian Wu, Jintai Chen |