Agentic AI & World Models
Building intelligent agents that perceive, reason, plan, and act using world models to predict consequences and achieve goals.
Multimodal Foundation Models
Developing foundation models that understand and generate across diverse modaliities including test, image, audio, video, and more.
Graph AI & Knowledge Reasoning
Leveraging graph neural networks and knowledge graphs to model complex relationships and support reasoning inference and decision making.
Representation Learning & Alignment
Learning robust, transferable representations and aligning distributions across domains, takes, and modalities.
Vision Intelligence
Advancing visial understanding throught perception, generation, and reasoning for images and videos.
Medical AI & Digital Healthcare
Applying AI to medical imaging and healthcare data for diagnosis, prognosis, and personalized care.