Exploring Schema Generalizability of Text-to-SQL. - Jieyu Li; Lu Chen 002; Ruisheng Cao; Su Zhu; Hongshen Xu; Zhi Chen 006; Hanchong Zhang; Kai Yu 004 (ACL (Findings), 2023)

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset. - Hanchong Zhang; Jieyu Li; Lu Chen 002; Ruisheng Cao; Yunyan Zhang; Yu Huang; Yefeng Zheng 001; Kai Yu 004 (ACL (Findings), 2023)

ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. - Hanchong Zhang; Ruisheng Cao; Lu Chen 002; Hongshen Xu; Kai Yu 004 (EMNLP (Findings), 2023)

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL. - Ruisheng Cao; Hanchong Zhang; Hongshen Xu; Jieyu Li; Da Ma; Lu Chen 002; Kai Yu 004 (CoRR, 2023)

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL. - Ruisheng Cao; Lu Chen 002; Jieyu Li; Hanchong Zhang; Hongshen Xu; Wangyou Zhang; Kai Yu 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Encrypted Malicious Traffic Detection Based on Sample Selection Optimization and Data Augmentation. - Rui Liang; Hanchong Zhang; Fuqiang Liu; Jinyun Zhang; Zhe Sun; Yanfei Song; Chao Li 027; Liang Zhang (DSC, 2024)

A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames. - Hongshen Xu; Ruisheng Cao; Su Zhu; Sheng Jiang; Hanchong Zhang; Lu Chen 002; Kai Yu 004 (ICASSP, 2024)

CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. - Hanchong Zhang; Ruisheng Cao; Hongshen Xu; Lu Chen 002; Kai Yu 004 (NAACL-HLT, 2024)

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? - Ruisheng Cao; Fangyu Lei; Haoyuan Wu; Jixuan Chen; Yeqiao Fu; Hongcheng Gao; Xinzhuang Xiong; Hanchong Zhang; Wenjing Hu; Yuchen Mao; Tianbao Xie; Hongshen Xu; et al. (NeurIPS, 2024)

AGILE: A Novel Reinforcement Learning Framework of LLM Agents. - Peiyuan Feng; Yichen He; Guanhua Huang; Yuan Lin; Hanchong Zhang; Yuchen Zhang; Hang Li (NeurIPS, 2024)

AGILE: A Novel Framework of LLM Agents. - Peiyuan Feng; Yichen He; Guanhua Huang; Yuan Lin; Hanchong Zhang; Yuchen Zhang; Hang Li (CoRR, 2024)

StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification. - Yichen He; Yuan Lin; Jianchao Wu; Hanchong Zhang; Yuchen Zhang; Ruicheng Le (CoRR, 2024)

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering. - Ruisheng Cao; Hanchong Zhang; Tiancheng Huang; Zhangyi Kang; Yuxin Zhang; Liangtai Sun; Hanqi Li; Yuxun Miao; Shuai Fan 005; Lu Chen 002; Kai Yu 004 (ACL (1), 2025)