Scholar
Mingchen Zhuge
Google Scholar ID: Qnj6XlMAAAAJ
KAUST AI
Multimodal
LLM
AI Agents
Code Generation
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Citations & Impact
All-time
Citations
3,509
H-index
15
i10-index
17
Publications
19
Co-authors
21
list available
Contact
Email
mingchen.zhuge@kaust.edu.sa
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Publications
11 items
Small Vision-Language Models are Smart Compressors for Long Video Understanding
2026
Cited
0
Neural Computers
2026
Cited
0
dTRPO: Trajectory Reduction in Policy Optimization of Diffusion Large Language Models
2026
Cited
0
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
arXiv.org · 2026
Cited
0
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation
2025
Cited
0
Huxley-G""odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
2025
Cited
0
LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
2025
Cited
0
You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation
2025
Cited
0
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Resume (English only)
Academic Achievements
20+ top-tier publications with over 3,300 citations (80% from first-author papers).
Papers accepted as oral presentations at ICLR (<1.2%) and ICML (<1.5%).
Best Paper Award at the NeurIPS Ro-FoMo Workshop.
Recognized as an Outstanding Reviewer of CVPR2023 (one of 232 out of 7000+).
Nominated for WAIC Future Star Nomination (one of 15, 2025).
Research Experience
Involved in multiple research projects, including open-source frameworks such as MetaGPT, GPTSwarm, OpenDevin (aka. OpenHands), and agent-as-a-judge.
Education
PhD candidate, advised by Prof. Jürgen Schmidhuber.
Background
Research interests: multimodal agents and world models, including their training (especially post-training) and applications.
Miscellany
On the 2025–2026 job market, looking for a place with a strong ambition for future superintelligence.
Co-authors
21 total
Juergen Schmidhuber
King Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of Lugano
Co-author 2
Deng-Ping Fan (范登平)
Professor, Nankai University
Graham Neubig
Carnegie Mellon University, All Hands AI
Ling Shao, Fellow of IEEE/IAPR
Terminus; Founder of IIAI/MBZUAI
Francesco Faccio
Senior Research Scientist, Google DeepMind
Dylan R. Ashley
Ph.D. Student, Dalle Molle Institute for Artificial Intelligence Research (IDSIA USI-SUPSI)
Gao Dehong
PolyU | Alibaba Group | NWPU
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