Guangmo (Amo) Tong, PhD
Lab Director
Email: amotong at udel dot edu
Computational Data Science Lab
Department of Computer and Information Sciences
University of Delaware
We are the Computational Data Science lab at the University of Delaware. We are working on developing algorithmic and machine learning solutions towards effective and efficient decision makings in various systems, such as computational social networks, real-time embedded systems, and autonomous systems.
We are particularly interested in theoretically-grounded solutions with performance guarantees concerning approximation ratio, time and space complexity, learnability and generalization bounds, and other quantitative metrics that are context-dependent.
Research keywords: query-decision regression, social contagion management, data-driven decision making, combinatorial optimization, structured prediction.
Recent News
☸ [Pin][Hiring] 2025: We are looking for excellent candidates for Ph.D. positions in the Department of Computer and Information Sciences at the University of Delaware. Please see [HERE].
♦ Research areas: algorithms and combinatorial optimization, statistical learning, AI for complex reasoning, and, social and network science.
♦ Note: We are particularly looking for students with math/stats degrees.
☸ [Oct 2024] Trung and Brendon joined our lab as research assistances. Welcome!
☸ [Sep 2024] We will work on an exciting NSF project to explore data-driven methods for social influence management [Link]. Thanks to NSF for support!
☸ [July 2024] Mina has successfully defended her PhD dissertation and will join Lincoln University as an Assistant Professor. Congratulations Mina!
☸ Solving one optimization problem by leveraging the solutions to another optimization problem is possible. Paper Query-decision Regression between Shortest Path and Minimum Steiner Tree accepted by PAKDD 2024
☸ [Feb 2024] Jiahao joined our lab as a Ph.D. Student. Welcome!
☸Dr. Tong received the 2024 Outstanding Faculty Research Award, Department of Computer and Information Sciences, University of Delaware.
