Building a Question Answering System for the Manufacturing Domain. - Xingguang Liu; Zhenbo Cheng; Zhengyuan Shen; Haoxin Zhang; Hangcheng Meng; Xuesong Xu; Gang Xiao 001 (IEEE Access, 2022)

Automatic Table Union Search with Tabular Representation Learning. - Xuming Hu; Shen Wang 005; Xiao Qin 003; Chuan Lei; Zhengyuan Shen; Christos Faloutsos; Asterios Katsifodimos; George Karypis; Lijie Wen 001; Philip S. Yu (ACL (Findings), 2023)

NameGuess: Column Name Expansion for Tabular Data. - Jiani Zhang 003; Zhengyuan Shen; Balasubramaniam Srinivasan; Shen Wang 005; Huzefa Rangwala; George Karypis (EMNLP, 2023)

Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection. - Costas Mavromatis; Balasubramaniam Srinivasan; Zhengyuan Shen; Jiani Zhang 003; Huzefa Rangwala; Christos Faloutsos; George Karypis (CoRR, 2023)

CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage. - Costas Mavromatis; Balasubramaniam Srinivasan; Zhengyuan Shen; Jiani Zhang 003; Huzefa Rangwala; Christos Faloutsos; George Karypis (EMNLP, 2024)

OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. - Kezhi Kong; Jiani Zhang 003; Zhengyuan Shen; Balasubramaniam Srinivasan; Chuan Lei; Christos Faloutsos; Huzefa Rangwala; George Karypis (ICLR, 2024)

Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. - Hengrui Zhang; Jiani Zhang 003; Zhengyuan Shen; Balasubramaniam Srinivasan; Xiao Qin 003; Christos Faloutsos; Huzefa Rangwala; George Karypis (ICLR, 2024)

Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer. - Zihan Pengmei; Zhengyuan Shen; Zichen Wang 002; Marcus D. Collins; Huzefa Rangwala (ICLR, 2025)

DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery. - Xuming Hu; Xiao Qin 003; Chuan Lei; Asterios Katsifodimos; Zhengyuan Shen; Balasubramaniam Srinivasan; Huzefa Rangwala (NAACL (Findings), 2025)

A Systematic Survey of Automatic Prompt Optimization Techniques. - 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 004; et al. (CoRR, 2025)

SLOT: Structuring the Output of Large Language Models. - Darren Yow-Bang Wang; Zhengyuan Shen; Soumya Smruti Mishra; Zhichao Xu; Yifei Teng; Haibo Ding (CoRR, 2025)