Research Areas

Exploring the frontiers of artificial intelligence

I · Foundation Models and Knowledge

How machines understand, reason, and store knowledge.

Multimodal Foundation Models and Reasoning

Understanding, reasoning, and generating across text, image, video, audio, and structured environments.

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AI Memory and Knowledge Infrastructure

Memory, retrieval, and structured knowledge that let large models reason reliably at scale.

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II · Spatial and Embodied Intelligence

How machines perceive, generate, and act in physical space.

Spatial Intelligence and Open-World Perception

Perceiving, reconstructing, localizing, and navigating open-world 2D and 3D environments.

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Intelligent Space Generation

Controllable, high-quality 3D content and worlds for media, robotics, and spatial computing.

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Embodied World Models & Vision-Language-Action

Learning from video, simulation, and robot data to predict, plan, and act physically.

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Robot-Centric Design and Autonomous Construction

Designing products and infrastructure for robotic fabrication, assembly, and construction.

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III · AI for Science, Medicine and Marine Studies

AI applied to scientific discovery, human health, and marine environments.

AI for Physical Sciences

Physics-aware AI accelerating discovery in quantum chemistry, simulation, and materials design.

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AI for Medicine

Large AI models for diagnostic accuracy, personalized treatment, and better patient outcomes.

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AI for Marine Studies

AI to understand, monitor, and protect ocean and coastal environments.

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