APEX DATA & KNOWLEDGE MANAGEMENT LAB
Apex Lab focuses on the most advanced research toipcs on machine learning and data mining. Our current research groups include data mining, machine learning, reinforcement learning, computer vision and natural language processing.
Notice: We are recruiting postdoc researchers on data mining, information retrieval, educational AI, reinforcement learning. Please contact Weinan Zhang (wnzhang AT sjtu.edu.cn).
DATA MINING
7 PhDs | 3 Masters | 4 Bachelors
- Recommender Systems
- Computational Advertising
- Finance Analysis
- User Behavior Modeling
NATURAL LANGUAGE PROCESSING
1 PhD | 3 Masters
- Natural Language Understanding
- Natural Language Generation
- Knowledge Graphs
REINFORCEMENT LEARNING
3 PhDs | 3 Masters | 7 Bachelors
- Offline Reinforcement Learning
- Imitation Learning
- Model-based Reinforcement Learning
MULTI-AGENT LEARNING
3 PhDs | 2 Masters | 3 Bachelors
- Multi-agent Reinforcement Learning
- Game Theory
- Multi-agent Systems
MACHINE LEARNING SYSTEMS
2 PhDs | 3 Bachelors
- Deep Learning Compiler
- AutoML
