معرفی
Guimu Guo is an Assistant Professor in the Department of Computer Science at Rowan University's College of Science & Mathematics. His research focuses on parallel and distributed computing techniques for large-scale graph mining problems, with applications in bioinformatics and transportation engineering.
- Ph.D. in Computer Science from University of Alabama at Birmingham
- M.Sc. in Computer Science from Tongji University
Dr. Guo has published extensively in top-tier venues like VLDB, ICDE, and IEEE BigData. His work spans graph mining algorithms, parallel computing, and interdisciplinary applications in transportation and genomics. He actively mentors PhD and Master's students, offering fully funded positions.
Key research trends include:
- Advancing GPU-accelerated graph decomposition techniques
- Developing distributed frameworks for subgraph querying and task concurrency
- Exploring parallel algorithms for frequent pattern mining and clique-like subgraphs
Scientific Recognition:
- NSF CRII Award
- UAB Outstanding PhD Student Award
- Alabama GRSP Awards (Rounds 15 & 16)
Teaching spans from foundational object-oriented programming to advanced graduate courses in parallel programming. His lab group has produced significant contributions to subgraph mining, transportation simulation, and genome assembly systems.
