Siyu Xia

PhD student, Institute of automation, Chinese academy of science, Chinese Academy of Sciences

Joined

June 2023

Names

Siyu Xia (Preferred)

Emails

****@ia.ac.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2023 – 2028

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MTIR-SQL: Multi-turn Tool-Integrated Reasoning Reinforcement Learning for Text-to-SQL
Zekun Xu, Siyu Xia, Chuhuai Yue, Jiajun Chai, Mingxue Tian, Xiaohan Wang, Wei Lin, Haoxuan Li, Guojun Yin
- ICLR 2026 Workshop LLM Reasoning
- Readers: Everyone
From Experience to Strategy: Empowering LLM Agents with Trainable Graph Memory
Siyu Xia, Zekun Xu, Jiajun Chai, Wentian Fan, Yan Song, Xiaohan Wang, Guojun Yin, Wei Lin, Haifeng Zhang, Jun Wang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
MTIR-SQL:Multi-turn Tool-Integrated Reasoning Reinforcement Learning for Text-to-SQL
Zekun Xu, Siyu Xia, Chuhuai Yue, Jiajun Chai, Mingxue Tian, Xiaohan Wang, Wei Lin, Haoxuan Li, Guojun Yin
- Submitted to ICLR 2026
- Readers: Everyone
EconGym: A Scalable AI Testbed with Diverse Economic Tasks
Qirui Mi, Qipeng Yang, Zijun Fan, Wentian Fan, Heyang Ma, Chengdong Ma, Siyu Xia, Bo An, Jun Wang, Haifeng Zhang
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

Co-Authors