Zhang Minghua
Professor · Massachusetts Institute of Technology
Artificial IntelligenceFocused on machine learning and deep learning research, with 50+ papers published in top-tier journals.
Education
Doctor - Computer Science
Stanford University · 2010
Master's - Computer Science and Technology
Tsinghua University · 2006
Bachelor - Mathematics and Applied Mathematics
Peking University · 2003
Research Areas
- •Deep Learning and Neural Network Architecture Optimization
- •Natural Language Processing and Large Language Models
- •Computer Vision and Image Recognition
- •Application of Reinforcement Learning in Robot Control
Representative Achievements
Transformer-Based Models for Multimodal Learning
Nature Machine Intelligence · 2024
Efficient Training of Large Language Models
ICML 2023 · 2023
Deep Reinforcement Learning for Autonomous Driving
IEEE Transactions on Pattern Analysis · 2022