Research & exploration

Publication

Selected papers I have contributed to.

Selected publication01 / 2026

arXiv preprint 2609.17488

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Xingxuan Zhang, Gang Ren, Hao Yuan, Hao Zou, Hongze Tan, Hui Wang, Jianhao Song, Jiansheng Li, et al.

  • TabArena 1935 SOTA
  • BCCO 1432 SOTA
  • TALENT 1506 SOTA
  • ScoringBench #1 SOTA

LimiX-2 is a 400M structured-data foundation model. One pretrained checkpoint covers classification, regression, and missing-value imputation, and ranks first on TabArena, BCCO, TALENT, and ScoringBench.

Paper Code Hugging Face ModelScope
Cite this paper Plain-text reference

Zhang, X., et al. (2026). LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence. arXiv:2609.17488. https://arxiv.org/abs/2609.17488

A reference you can select and copy.

Education

Tsinghua University

– present

B.Eng. in Dept. of CST

Beijing, China · Undergraduate Student

Industry Experience

Stable AI

– present

LLM Engineer Intern, Developer for Limix

Beijing, China