| 2025 | AAAI | What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning. | Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo |
| 2025 | CIDR | Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing. | Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Rana Shahout, Gerardo Vitagliano |
| 2025 | ICLR | Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages. | Zui Chen, Tianqiao Liu, Tongqing, Mi Tian, Weiqi Luo, Zitao Liu |
| 2023 | CIDR | Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. | Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang |
| 2023 | EMNLP | Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition. | Zui Chen, Jiaqi Han, Chaofan Yang, Yi Zhou |
| 2022 | ACL | DeepStruct: Pretraining of Language Models for Structure Prediction. | Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song |
| 2022 | IJCAI | Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation. | Zui Chen, Yansen Jing, Shengcheng Yuan, Yifei Xu, Jian Wu, Hang Zhao |
| 2021 | EMNLP | Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. | Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song |