Our mission-focused research agenda of advancing AI for humanity.
Foundation of AI
The Evolution of LLM / MLLM (Multimodal LLM)
#TheBigConvergence of foundation models and large-scale pre-training across tasks, languages, and modalities
The Revolution of Model Architecture
Fundamental research on modeling generality and capability, as well as training stability and efficiency
Science of Intelligence
Fundamental research to understand the principles and theoretical boundary of (artificial general) intelligence.
General technology for enabling AI capabilities w/ (M)LLMs.
Prompt as a new language of Foundation Models and Generative AI, and a new programming language and interface for Human-AI communication and collaboration.
Democratizing Foundation Models
Research and development of effective and efficient approaches to deploying large AI (foundation) models in practice.
Our research also pushes disruptive technologies for vertical domains and/or tasks.
Revolutionizing Document AI
Our pioneering research on multimodal document foundation models for technology evolution of Document AI.