Zui Chen

27 papers A* 4A 2Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing Math Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages.
CoRR
Zui Chen, Tianqiao Liu, Mi Tian, Qing Tong, Weiqi Luo, Zitao Liu
2025 A* conf
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages.
ICLR
Zui Chen, Tianqiao Liu, Tongqing, Mi Tian, Weiqi Luo, Zitao Liu
2025 A conf
Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing.
CIDR
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 J jnl
RubikSQL: Lifelong Learning Agentic Knowledge Base as an Industrial NL2SQL System.
CoRR
Zui Chen, Han Li, Xinhao Zhang, Xiaoyu Chen, Chunyin Dong, Yifeng Wang, Xin Cai, Su Zhang, Ziqi Li, Chi Ding, Jinxu Li, Shuai Wang, Dousheng Zhao, Sanhai Gao, Guangyi Liu
2025 A* conf
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning.
AAAI
Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo
2024 J jnl
A Declarative System for Optimizing AI Workloads.
CoRR
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
2024 J jnl
An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning.
CoRR
Zui Chen, Yezeng Chen, Jiaqi Han, Zhijie Huang, Ji Qi, Yi Zhou
2024 J jnl
Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes.
CoRR
Yezeng Chen, Zui Chen, Yi Zhou
2024 J jnl
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL.
Proc. VLDB Endow.
Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang
2024 J jnl
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding.
CoRR
Tianqiao Liu, Zui Chen, Zitao Liu, Mi Tian, Weiqi Luo
2024 J jnl
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning.
CoRR
Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo
2023 J jnl
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.
CoRR
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
2023 A* conf
Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition.
EMNLP
Zui Chen, Jiaqi Han, Chaofan Yang, Yi Zhou
2023 J jnl
Lingua Manga: A Generic Large Language Model Centric System for Data Curation.
CoRR
Zui Chen, Lei Cao, Sam Madden
2023 J jnl
Lingua Manga: A Generic Large Language Model Centric System for Data Curation.
Proc. VLDB Endow.
Zui Chen, Lei Cao, Sam Madden
2023 J jnl
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training.
CoRR
Zui Chen, Lei Cao, Sam Madden
2023 J jnl
SEED: Simple, Efficient, and Effective Data Management via Large Language Models.
CoRR
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
2023 A conf
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes.
CIDR
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
2022 — conf
DeepStruct: Pretraining of Language Models for Structure Prediction.
ACL (Findings)
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2022 J jnl
DeepStruct: Pretraining of Language Models for Structure Prediction.
CoRR
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2022 A* conf
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation.
IJCAI
Zui Chen, Yansen Jing, Shengcheng Yuan, Yifei Xu, Jian Wu, Hang Zhao
2022 J jnl
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation.
CoRR
Zui Chen, Yansen Jing, Shengcheng Yuan, Yifei Xu, Jian Wu, Hang Zhao
2022 J jnl
VizLinter: A Linter and Fixer Framework for Data Visualization.
IEEE Trans. Vis. Comput. Graph.
Qing Chen, Fuling Sun, Xinyue Xu, Zui Chen, Jiazhe Wang, Nan Cao
2021 J jnl
VizLinter: A Linter and Fixer Framework for Data Visualization.
CoRR
Qing Chen, Fuling Sun, Xinyue Xu, Zui Chen, Jiazhe Wang, Nan Cao
2021 — conf
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation.
EMNLP (1)
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2021 J jnl
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation.
CoRR
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2017 — conf
Trust in qualitative data repositories.
ASIST
Rebecca D. Frank, Zui Chen, Erica Crawford, Kara Suzuka, Elizabeth Yakel