Our Research
Our laboratory focuses on six key research areas that drive innovation in artificial intelligence and computer science. We are committed to advancing the frontiers of AI through cutting-edge research and practical applications.
Speech Technology
Audio Processing
Advanced technologies for understanding and generating speech, audio, and music. We develop foundational models (e.g., Large Audio Language Models) and applications across perception and generation, and aim to create seamless human-computer voice interfaces.
Data Intelligence
Visual Analytics
Empowering human-data experience through intelligent visual analytics. Our research integrates AI, visualization, and interaction design to enhance understanding, trust, and decision-making in large-scale data environments.
Embodied Intelligence
Robotics & Interaction
AI systems that interact with the physical world through robotics and embodied agents. We focus on spatial reasoning, manipulation, navigation, and human-robot collaboration in real-world environments.
Generative AI
CONTENT UNDERSTANDING & CREATION
Empowering AI to perceive and simulate the world, advancing toward more general world models. Our research spans multimodal understanding, image and video generation, and interaction with the physical world, pushing the boundaries of AGI.
AI Safety
Trustworthy AI
Ensuring the safety, reliability, and ethical deployment of AI systems. We research adversarial robustness, AI alignment, interpretability, and responsible AI development to build trustworthy intelligent systems.
Medical AI
Healthcare Innovation
Al applications in healthcare and medical diagnosis. Our research spans medical data analysis, personalized medicine, brain–computer interface, and clinical decision support systems that improve patient outcomes and healthcare delivery.