Demo Data from EDBT 2026 / reviewers in the wild / expert
Mingxu Chai
dblp:372/4226
· DBLP profile ↗
5ranked-venue papers
0as first author
5since 2021 · last 2026
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 4 · 4 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
4 papers |
Language models and text generation · 43% Information extraction and text analysis · 40% Reinforcement learning · 18% | |
| Software engineering, system software, and programming languages
1 paper |
Program analysis · 56% Program synthesis and code generation · 44% |
Topics — the 10 heaviest of 11, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Language models and text generation
large language model evaluation |
1.0 | 1 | 2026 | LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models · ACL (1) 2026 |
Program synthesis and code generation
code generation with language models |
1.0 | 1 | 2026 | What is wrong with your code generated by large language models? An extensive study · Sci. China Inf. Sci. 2026 |
Program analysis
code quality analysis |
1.0 | 1 | 2026 | What is wrong with your code generated by large language models? An extensive study · Sci. China Inf. Sci. 2026 |
Natural language and speech › Language models and text generation › alignment
constitutional AI |
0.9 | 1 | 2025 | Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety · EMNLP 2025 |
Natural language and speech › Information extraction and text analysis › document understanding
document layout analysis |
0.8 | 1 | 2024 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding · EMNLP 2024 |
Natural language and speech › Information extraction and text analysis
document understanding |
0.8 | 1 | 2024 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding · EMNLP 2024 |
Natural language and speech › Information extraction and text analysis › document understanding
reading order detection |
0.8 | 1 | 2024 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding · EMNLP 2024 |
Natural language and speech › Language models and text generation › large language model training
post-training |
0.3 | 1 | 2026 | VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training · ACL (1) 2026 |
Program analysis › static analysis
bug detection |
0.3 | 1 | 2026 | What is wrong with your code generated by large language models? An extensive study · Sci. China Inf. Sci. 2026 |
Natural language and speech › Language models and text generation
large language model safety |
0.3 | 1 | 2025 | Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety · EMNLP 2025 |
Methods — techniques the papers use, named apart from their topics
value modeling · 1.0reinforcement learning · 1.0longitudinal study · 1.0large language model · 1.0co-evolutionary optimization · 0.9ordering relation modeling · 0.8
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language ModelsabstractMing Zhang, Yujiong Shen, Jingyi Deng, Yuhui Wang, Huayu Sha, Kexin Tan, Qiyuan Peng, Yue Zhang, Junzhe Wang, Shichun Liu, Yueyuan Huang, Jingqi Tong, Changhao Jiang, Yilong Wu, Zhihao Zhang, Mingqi Wu, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Ming Zhang 0030, Yujiong Shen, Jingyi Deng, Huayu Sha, Kexin Tan, Qiyuan Peng, Yue Zhang 0004, Junzhe Wang 0001, Shichun Liu, Yueyuan Huang, Jingqi Tong, Changhao Jiang, Yilong Wu, Zhihao Zhang 0002, Mingqi Wu, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang 0001, Xuanjing Huang 0001 |
ACL (1) | 17 |
| 2026 | VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-TrainingabstractDingwei Zhu, Shihan Dou, Zhiheng Xi, Senjie Jin, Guoqiang Zhang, Jiazheng Zhang, Junjie Ye, Mingxu Chai, Enyu Zhou, Ming Zhang, Yuhui Wang, Caishuang Huang, Chenhao Huang, Yunke Zhang, Yuran Wang, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Dingwei Zhu, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiazheng Zhang, Junjie Ye 0005, Mingxu Chai, Enyu Zhou, Ming Zhang 0030, Caishuang Huang, Chenhao Huang, Yunke Zhang, Tao Gui, Qi Zhang 0001, Xipeng Qiu, Xuanjing Huang 0001 |
ACL (1) | 8 |
| 2026 | What is wrong with your code generated by large language models? An extensive study
Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Muling Wu, Yunbo Tao, Ming Zhang 0030, Mingxu Chai, Jessica Fan, Zhiheng Xi, Yueming Wu 0001, Tao Gui, Qi Zhang 0001, Xipeng Qiu, Xuanjing Huang 0001 |
Sci. China Inf. Sci. | 8 |
| 2025 | Governance in Motion: Co-evolution of Constitutions and AI models for Scalable SafetyabstractChenhao Huang, Ziyu Shen, Yicong Ren, Huiyuan Zheng, Jiazheng Zhang, Mingxu Chai, Ming Zhang, Shihan Dou, Fan Mo, Jie Shi, Tao Gui, Qi Zhang, Xuanjing Huang. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025. Chenhao Huang, Ziyu Shen, Yicong Ren, Huiyuan Zheng, Jiazheng Zhang, Mingxu Chai, Ming Zhang 0030, Shihan Dou, Tao Gui, Qi Zhang 0001, Xuanjing Huang 0001 |
EMNLP | 6 |
| 2024 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document UnderstandingabstractChong Zhang, Yi Tu, Yixi Zhao, Chenshu Yuan, Huan Chen, Yue Zhang, Mingxu Chai, Ya Guo, Huijia Zhu, Qi Zhang, Tao Gui. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024. Yixi Zhao, Chenshu Yuan, Huan Chen 0012, Yue Zhang 0073, Mingxu Chai, Huijia Zhu, Qi Zhang 0001, Tao Gui |
EMNLP | 7 |