Ph.D. Student @ CAS

Ming Ma

LLM & Agents 🤖 Brain-Inspired AI 🧠 Photography 📷 Skateboarding 🛹
Portrait of Ming Ma
Internship Experience
Alibaba Tongyi Lab 2026.01 - Present
Research Intern
Omni Base Team: Multi-modal Agents
Ant Group 2025.10 - 2026.01
Research Intern
Ling Base Team: Pre-training Quality
Microsoft Research Asia (MSRA) 2025.07 - 2025.10
Research Intern
Multi-Agent & Debugging
Papers
  1. DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems (ICLR 2026)
  2. QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions
  3. A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research
  4. Label Words as Local Task Vectors in In-Context Learning
  5. SimLens for Early Exit in Large Language Models: Eliciting Accurate Latent Predictions with One More Token
  6. From end-to-end to step-by-step: Learning to abstract via abductive reinforcement learning (IJCAI 2025)
Education
Chinese Academy of Sciences (CAS)
Ph.D. in Computational Neuroscience
2022.09 - Present
Shandong University
B.S. in Automation
2019.03 - 2022.06
Beijing Institute of Technology
Exchange Student in Automation
2019.09 - 2020.06
Naval Aviation University
Undergraduate in Mechanical and Electronic Engineering
2017.08 - 2019.03
Links
GitHub Code and projects CAS Profile Academic page RedNotebook Daily posts
Life & Photography
Skateboarding Skateboarding Photo 01 Photo 01 Photo 02 Photo 02