Mingchen Zhuge

Intern, Facebook

PhD student, King Abdullah University of Science and Technology

Joined

March 2022

Names

Mingchen Zhuge (Preferred)

Emails

****@gmail.com (Confirmed)

****@kaust.edu.sa (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Intern

Facebook (meta.com)

2024 – 2026

PhD student

King Abdullah University of Science and Technology (kaust.edu.sa)

2022 – 2026

Visiting Researcher

Microsoft (microsoft.com)

2022 – 2022

Researcher

Southern University for Science and Technology (sustech.edu)

2021 – 2022

Visiting Researcher

IIAI (inceptionai.org)

2021 – 2021

Intern

Alibaba Group (alibaba-inc.com)

2020 – 2021

Advisors, Relations & Conflicts

Coworker

Yuandong Tian

2024 – 2030

PhD Advisor

Juergen Schmidhuber

2022 – 2026

Expertise

Neural Computers

2025 – 2030

Recursive Self-Improvement

2023 – 2027

AI Agents

2022 – 2025

Multimodal Learning

2020 – 2025

Publications

RPRA: Predicting an LLM-Judge for Efficient but Performant Inference
Dylan R. Ashley, Gael Le Lan, Changsheng Zhao, Naina Dhingra, Zhipeng Cai, Ernie Chang, Mingchen Zhuge, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
RPRA: Predicting an LLM-Judge for Efficient but Performant Inference
Dylan R. Ashley, Gael Le Lan, Changsheng Zhao, Naina Dhingra, Zhipeng Cai, Ernie Chang, Mingchen Zhuge, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
- MALGAI
- Readers: Everyone
Neural Computers
Mingchen Zhuge, Changsheng Zhao, Haozhe Liu, Zijian Zhou, Shuming Liu, Wenyi Wang, Ernie Chang, Gael Le Lan, Junjie Fei, Wenxuan Zhang, Yasheng SUN, Yunyang Xiong, Zechun Liu, Zhipeng Cai, Yining Yang, Yuandong Tian, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
- ICLR 2026 Workshop World Models
- Readers: Everyone
AI with Recursive Self-Improvement
Mingchen Zhuge, Ailing Zeng, Deyao Zhu, Sherry Yang, Vikas Chandra, Jürgen Schmidhuber
- ICLR 2026 Workshop Proposals
- Readers: Everyone
Huxley-G\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
Wenyi Wang, Piotr Piękos, Li Nanbo, Firas Laakom, Yimeng Chen, Mateusz Ostaszewski, Mingchen Zhuge, Jürgen Schmidhuber
- ICLR 2026 Oral
- Readers: Everyone
LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
Hangting Ye, Jinmeng Li, He Zhao, Mingchen Zhuge, Dandan Guo, Yi Chang, Hongyuan Zha
- ICLR 2026 Poster
- Readers: Everyone
You Don't Know Until You Click: Automated GUI Testing for Production-Ready Software Evaluation
Yutong Bian, Xianhao Lin, Yupeng Xie, Tianyang Liu, Mingchen Zhuge, Siyuan Lu, Haoming Tang, Jinlin Wang, Jiayi Zhang, Jiaqi Chen, Xiangru Tang, Yongxin Ni, Sirui Hong, Chenglin Wu
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Agent-as-a-Judge: Evaluate Agents with Agents
Mingchen Zhuge, Changsheng Zhao, Dylan R. Ashley, Wenyi Wang, Dmitrii Khizbullin, Yunyang Xiong, Zechun Liu, Ernie Chang, Raghuraman Krishnamoorthi, Yuandong Tian, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
- ICML 2025 poster
- Readers: Everyone
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin et al. (4 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
Data Interpreter: An LLM Agent For Data Science
Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Ceyao Zhang, Chenxing Wei, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Xiangru Tang, Xiangtao Lu et al. (7 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone

View all 23 publications

Co-Authors

View all 155 co-authors