Peixian Ma

According to our database, Peixian Ma authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Are Diffusion Language Models Good Database Analysts?

Peixian Ma, Xialie Zhuang, Jiantao Tan, Changlun Li, Ruirui Chen, Chengwei Qin

CoRR, May, 2026

2025

Representation Calibration and Uncertainty Guidance for Class-Incremental Learning based on Vision Language Model.

Jiantao Tan, Peixian Ma, Tong Yu, Wentao Zhang, Ruixuan Wang

CoRR, December, 2025

A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?

Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo

IEEE Trans. Knowl. Data Eng., October, 2025

A Technical Study into 0.5B Reasoning Language Models.

Xialie Zhuang, Peixian Ma, Zhikai Jia, Shiwei Liu, Zheng Cao

CoRR, June, 2025

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning.

Peixian Ma, Xialie Zhuang, Chengjin Xu, Xuhui Jiang, Ran Chen, Jian Guo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts.

Jiantao Tan, Peixian Ma, Zhiming Dai, Kanghao Chen, Ruixuan Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL.

Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo

CoRR, 2024

A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?

Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang

CoRR, 2024