Research Groups

Research direction: AI and DL
Faculty members
Bruno Arahao

AI in social system, data science, social and information networks

Li Guo

computer vision, semantic segmentation, deep learning

Guyue Liu

networks, systems, and security

Shengjie Wang

deep learning, submodular optimization, computer vision, NLP

Hongyi Wen

recommendation system, human-centered AI

Qiaoyu Tan

deep learning on graphs, graph neural network

Keith Ross

mathematics of deep learning, reinforcement learning, algorithms

Wilson Tam

natural language processing, deep learning

Chen Zhao

natural language processing, deep learning

Research direction: Mathematics of AI and DL
Faculty members
Mathieu Lauriere

machine learning, game theory, numerical methods

Shuyang Ling

mathematics of data science and machine learning, optimization

Siyao Guo

cryptography, computational complexity, pseudorandomness

Jie Xue

computational geometry, algorithms, data structures, graph theory, parameterized, complexity

Research direction: AI for Science
Faculty members
Tim Byrnes

quantum information technologies, condensed matter physics, and AMO physics

William Glover

chemistry

Xiang Sun

chemistry, quantum dynamics

John Zenghui Zhang

chemistry, biological system

Research direction: AI for Neuroscience
Faculty members
Li Li

neuroscience, psychology, perception and control of self-motion

Sukbin Lim

neuroscience

Xing Tian

neuroscience, machine learning, speech and language

Research direction: AI and Transportation
Faculty members
Zhibin Chen
transportation network modeling and optimization
Research direction: AI and Social Science/Education
Faculty members
Gottfried Haider

interactive media arts

Thomas Nyman

psychology

Pekka Santtila

legal and investigative psychology, human sexuality

Nicole Wang

fintech

Research direction: AI in Finance
Faculty members
Guodong Chen

economics

Christina Wang

finance and statistics, financial econometrics, high-frequency analysis

Nan Xu

international trade, development economics