Zhengyuan Shen

22 papers A* 6Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL.
CoRR
Harper Hua, Zhen Han, Zhengyuan Shen, Jeremy Lee, Patrick Guan, Qi Zhu, Sullam Jeoung, Yueyan Chen, Yunfei Bai, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala
2025 A* conf
A Systematic Survey of Automatic Prompt Optimization Techniques.
EMNLP
Kiran Ramnath, Kang Zhou, Sheng Guan, Soumya Smruti Mishra, Xuan Qi, Zhengyuan Shen, Shuai Wang, Sangmin Woo, Sullam Jeoung, Yawei Wang, Haozhu Wang, Han Ding, Yuzhe Lu, Zhichao Xu, Yun Zhou, Balasubramaniam Srinivasan, Qiaojing Yan, Yueyan Chen, Haibo Ding, Panpan Xu, Lin Lee Cheong
2025 J jnl
A Systematic Survey of Automatic Prompt Optimization Techniques.
CoRR
Kiran Ramnath, Kang Zhou, Sheng Guan, Soumya Smruti Mishra, Xuan Qi, Zhengyuan Shen, Shuai Wang, Sangmin Woo, Sullam Jeoung, Yawei Wang, Haozhu Wang, Han Ding, Yuzhe Lu, Zhichao Xu, Yun Zhou, Balasubramaniam Srinivasan, Qiaojing Yan, Yueyan Chen, Haibo Ding, Panpan Xu, Lin Lee Cheong
2025 J jnl
BoundRL: Efficient Structured Text Segmentation through Reinforced Boundary Generation.
CoRR
Haoyuan Li, Zhengyuan Shen, Sullam Jeoung, Yueyan Chen, Jiayu Li, Qi Zhu, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala
2025 — conf
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery.
NAACL (Findings)
Xuming Hu, Xiao Qin, Chuan Lei, Asterios Katsifodimos, Zhengyuan Shen, Balasubramaniam Srinivasan, Huzefa Rangwala
2025 — conf
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs.
EMNLP (Industry Track)
Aosong Feng, Balasubramaniam Srinivasan, Yun Zhou, Zhichao Xu, Kang Zhou, Sheng Guan, Yueyan Chen, Xian Wu, Ninad Kulkarni, Yi Zhang, Zhengyuan Shen, Dmitriy Bespalov, Soumya Smruti Mishra, Yifei Teng, Darren Yow-Bang Wang, Haibo Ding, Lin Lee Cheong
2025 A* conf
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer.
ICLR
Zihan Pengmei, Zhengyuan Shen, Zichen Wang, Marcus D. Collins, Huzefa Rangwala
2025 — conf
SLOT: Structuring the Output of Large Language Models.
EMNLP (Industry Track)
Zhengyuan Shen, Darren Yow-Bang Wang, Soumya Smruti Mishra, Zhichao Xu, Yifei Teng, Haibo Ding
2025 J jnl
SLOT: Structuring the Output of Large Language Models.
CoRR
Darren Yow-Bang Wang, Zhengyuan Shen, Soumya Smruti Mishra, Zhichao Xu, Yifei Teng, Haibo Ding
2025 J jnl
The Kinetics of Reasoning: How Chain-of-Thought Shapes Learning in Transformers?
CoRR
Zihan Pengmei, Costas Mavromatis, Zhengyuan Shen, Yunyi Zhang, Vassilis N. Ioannidis, Huzefa Rangwala
2024 A* conf
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage.
EMNLP
Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
2024 A* conf
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.
ICLR
Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024 A* conf
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.
ICLR
Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024 J jnl
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.
CoRR
Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024 J jnl
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer.
CoRR
Zihan Pengmei, Zhengyuan Shen, Zichen Wang, Marcus D. Collins, Huzefa Rangwala
2023 — conf
Automatic Table Union Search with Tabular Representation Learning.
ACL (Findings)
Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu
2023 J jnl
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.
CoRR
Hengrui Zhang, Jiani Zhang, Balasubramaniam Srinivasan, Zhengyuan Shen, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
2023 A* conf
NameGuess: Column Name Expansion for Tabular Data.
EMNLP
Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Shen Wang, Huzefa Rangwala, George Karypis
2023 J jnl
NameGuess: Column Name Expansion for Tabular Data.
CoRR
Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Shen Wang, Huzefa Rangwala, George Karypis
2023 J jnl
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection.
CoRR
Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
2022 J jnl
Building a Question Answering System for the Manufacturing Domain.
IEEE Access
Xingguang Liu, Zhenbo Cheng, Zhengyuan Shen, Haoxin Zhang, Hangcheng Meng, Xuesong Xu, Gang Xiao
2021 J jnl
Building a Question Answering System for the Manufacturing Domain.
CoRR
Xingguang Liu, Zhenbo Cheng, Zhengyuan Shen, Haoxin Zhang, Hangcheng Meng, Xuesong Xu, Gang Xiao