Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification. - Bohan Li; Xiao Xu 005; Xinghao Wang; Yutai Hou; Yunlong Feng; Feng Wang; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (AAAI, 2024)

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (ACL (1), 2024)

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (EMNLP (Findings), 2024)

Multi-Hop Table Retrieval for Open-Domain Text-to-SQL. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

DAC: Decomposed Automation Correction for Text-to-SQL. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Baoxin Wang; Dayong Wu; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types. - Xuanliang Zhang; Dingzirui Wang; Baoxin Wang; Longxu Dou; Xinyuan Lu; Keyan Xu; Dayong Wu; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types. - Xuanliang Zhang; Dingzirui Wang; Baoxin Wang; Longxu Dou; Xinyuan Lu; Keyan Xu; Dayong Wu; Qingfu Zhu (ACL (Findings), 2025)

MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (COLING, 2025)

MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering. - Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval. - Keyan Xu; Dingzirui Wang; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals. - Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format. - Dingzirui Wang; Xuanliang Zhang; Rongyu Cao; Longxu Dou; Xianzhen Luo; Yingwei Ma; Qingfu Zhu; Wanxiang Che; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2025)

Learning-to-Context Slope: Evaluating In-Context Learning Effectiveness Beyond Performance Illusions. - Dingzriui Wang; Xuanliang Zhang; Keyan Xu; Qingfu Zhu; Wanxiang Che; Yang Deng 002 (CoRR, 2025)

V-SYNTHESIS: Task-Agnostic Synthesis of Consistent and Diverse In-Context Demonstrations from Scratch via V-Entropy. - Dingzirui Wang; Xuanliang Zhang; Keyan Xu; Qingfu Zhu; Wanxiang Che; Yang Deng 002 (CoRR, 2025)

A Survey on Latent Reasoning. - Ruijie Zhu 003; Tianhao Peng; Tianhao Cheng; Xingwei Qu; Jinfa Huang; Dawei Zhu; Hao Wang; Kaiwen Xue; Xuanliang Zhang; Yong Shan; Tianle Cai; Taylor Kergan; et al. (CoRR, 2025)

A survey of table reasoning with large language models. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (Frontiers Comput. Sci., 2025)