Mingwen Dong

Researcher, Amazon Web Services, Amazon

Joined

September 2022

Names

Mingwen Dong (Preferred)

Emails

****@amazon.com (Confirmed)

,

****@gmail.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon Web Services, Amazon (amazon.com)

2019 – 2026

PhD student

Psychology, Rutgers University, New Brunswick (rutgers.edu)

2013 – 2019

Advisors, Relations & Conflicts

PhD Advisor

David Vicario

2013 – 2019

Expertise

LLM Agent

2024 – 2026

LLM

2021 – 2026

Natural Language Processing

2019 – 2022

Neuroscience

2013 – 2022

Publications

R-WoM: Retrieval-augmented World Model For Computer-use Agents
Kai Mei, Jiang Guo, Shuaichen Chang, Mingwen Dong, Dongkyu Lee, Xing Niu, Jiarong Jiang
- ICLR 2026 Poster
- Readers: Everyone
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
Yiyun Zhao, Jiarong Jiang, Yiqun Hu, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
- 03 Oct 2022 (modified: 09 Nov 2025)
- Neurips 2022 SyntheticData4ML
- Readers: Everyone
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 5%
- Readers: Everyone

Co-Authors