Binyuan Hui

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Jinyang Li, Binyuan Hui, Ge Qu et al. · arXiv (Cornell University) · 2023 · 79 citations · Full text

Llm Already Serve, Relational Database, Engineering +25

Qwen Technical Report

Jinze Bai, Shuai Bai, Yunfei Chu et al. · arXiv (Cornell University) · 2023 · 75 citations · Full text

Artificial Intelligence, Engineering, Inspection +18

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

Jinyang Li, Binyuan Hui, Reynold Cheng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 64 citations · Full text

Llm Fine-tuning, Syntactic Parsing, Engineering +18

Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning

Binyuan Hui, Pengfei Zhu, Qinghua Hu · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 57 citations · Full text

Graph Neural Network, Graph Convolutional Networks, Graph Theory +15

Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning

Yunhu Ye, Binyuan Hui, Min Yang et al. · 2023 · 57 citations

Engineering, Model-based Reasoning, Semantics +23