Artificial Intelligence and Machine Learning
Artificial intelligence research at our institution focuses on computer vision, intelligent systems and machine-learning applications for complex data analysis. Our faculty develop innovative algorithms and frameworks for visual reasoning, multimodal learning and spatiotemporal analysis.
Intelligent Vision System Lab
Director: Chulwoo Pack
Focuses on developing fundamental frameworks for intelligent computer vision systems that enhance accessibility and discoverability in complex, large-scale data. Research areas include:
- Document and video (multimedia) analysis
- Deep learning and multimodal learning
- Visual reasoning systems
Intelligent Vision Systems Lab
Director: Kwanghee Won
Intelligent Vision Systems Lab
Dedicated to advancing 2D and 3D computer vision and artificial intelligence. The lab focuses on:
- Developing innovative algorithms for processing visual and multimodal data.
- Creating deployable deep learning models for intelligent systems across various domains.
Wireless Networking and Mobile Computing Lab
Director: Jun Huang
Wireless Networking and Mobile Computing Lab
Dedicated to advancing research in wireless communication, mobile edge computing and AI-driven networking. The lab focuses on:
- Next-generation networking technologies including wireless federated learning
- Vehicular networks and intelligent control for Internet of Things applications
- Developing scalable, energy-efficient and AI-enhanced networking solutions
- Solving real-world challenges in autonomous systems, smart cities and precision agriculture
- Research using state-of-the-art software-defined radios, unmanned aerial vehicles and edge computing platforms
3D Perception and Scientific Imaging Lab
Director: Ruyi Lian
3D Perception and Scientific Imaging Lab
Advances 3D perception research across natural images and specialized scientific imaging modalities, from everyday scenes to complex microscopic and telescopic structures. The lab focuses on:
- Image-based object pose estimation with deep geometric understanding
- 3D segmentation, reconstruction and analysis from specialized scientific imaging modalities
- Interdisciplinary applications of 3D vision algorithms for assistive system
