Faculty of Artificial Intelligence

Degree:

Ph.D., John Hopkins University & ZheJiang University

Research Focus:

Computer Vision, Medical Image Analysis and Computer Graphics

Keywords:

• Pre-Training: Self-supervised video representation learning by context and motion decoupling.
• Knowledge Graph Embedding: A survey of approaches and applications
• Global and Local Panoramic Views for Gastroscopy: An assisted method of gastroscopic lesion surveillance

Lecturing:

AI, Data Structure; Deep Learning

Degree:

Ph.D., Zhejiang University

Research Focus:

Interpret architectural structures and generate 3D building models.

Keywords:

• Facade Parsing with AI: Improved AI’s ability to interpret architectural structures.
• AI Tracking Systems: Built robust tracking models for AI applications.

Lecturing:

Advanced C++, Reinforcement Learning, Linear Algebra.

Degree:

Master’s, Tsinghua University

Research Focus:

Fundation model training and visual generative AI.

Keywords:

• Text-to-Image AI Models: Created Ranni, a system improving AI’s ability to generate images from text.
• Large model training：Developed Tongyi Wanx, Alibaba’s foundation model on visual generation.

Lecturing:

Computer Vision, AI Research Frontiers.

Degree:

Ph.D., University of Science & Technology of China

Research Focus:

Computer vision, video processing.

Keywords:

• GOT-10k: A large AI benchmark for object tracking.
• BioDrone: AI vision tracking for drones.

Lecturing:

Image Processing, Deep Learning.

Degree:

Ph.D., Nanyang Technological University

Research Focus:

Sustainable AI, model compression, edge AI.

Keywords:

• YouTube-8M: Multimodal video classification project.
• Neural Network Pruning: Created efficient model compression techniques.

Lecturing:

Courses on Deep Learning, Linear Algebra at Peking University.

Degree:

Ph.D. Candidate, Fudan University

Research Focus:

Causal inference and medical AI application.

Keywords:

• AI for Medical Imaging: Developed AI models for Alzheimer’s and polyp detection.
• Health Prediction Models: Built systems to analyze children’s vision development.

Lecturing:

Calculus, Machine Learning, AI.