Bin Guo

Bin Guo is an Assistant Professor at the Computer Science Department of Trent University (since Jan. 2024) and an Adjunct Assistant Professor at the Computing & Software Department of McMaster University. He holds a PhD in Computer Science from McMaster University (2023) and an MSc in Applied Computer Science from Winnipeg University (2018). His research focuses on parallel/distributed computing, graph algorithms, and computer security for data analytics, with notable contributions to federated k-core decomposition and secure distributed algorithms. He teaches courses in database systems, operating systems, and computer security at Trent University and has taught at McMaster University.

Education:

• PhD in Computer Science, McMaster University (2023)
• MSc in Applied Computer Science, Winnipeg University (2018)

Research Interests:

• Parallel and Distributed Computing
• Graph Algorithms and Mining
• Computer Security & Privacy
• Federated Learning
• Concurrent Data Structures

Advising & Grants:

• Current advisees: Gregory Prouty, Michael Abiona, Syed Zarif
• Past advisees: Igor Jardim-Martins, Issec Lee
• Funding sources: Graduate Teaching Assistantships, Research Fellowships, Trent University Research Development Grants

Labs & Teams:

• Leading research projects in parallel graph algorithms and federated security algorithms
• Collaborating with McMaster University on PhD/Master's co-supervision