Canh V. Pham
PhD in Computer Science

ORLab, Faculty of Computer Science, Phenikaa University
Room 703, Building A6, Phenikaa University
Yen Nghia, Ha Dong, Hanoi
I am an Associate Professor of Computer Science and the Head of the Operational Research and AI Laboratory (ORLab) at the School of Computing, Phenikaa University. My research primarily focuses on the design and theoretical analysis of scalable approximation algorithms for fundamental optimization problems arising in artificial intelligence, machine learning, data summarization, and social network analysis. Additionally, I investigate reinforcement learning methodologies to enhance the efficiency and performance of learning systems.
Selected Publications
- Improved Parallel Algorithm for Non-Monotone Submodular Maximization under Knapsack Constraint ; In Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Rank A*, acceptance rate=791/5651=14%, 2024
- Improved approximation algorithms for k-submodular maximization under a knapsack constraint ; Computers & Operations Research, 2024
- Minimizing cost for influencing target groups in social network: A model and algorithmic approach ; Computer Communication, 2023
- Linear Query Approximation Algorithms for Non-monotone Submodular Maximization under Knapsack Constraint ; In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI), Rank A*, acceptance rate=14.9% , 2023
- Maximizing k-submodular functions under budget constraint: applications and streaming algorithms ; Journal of Combinatorial Optimization, 2022
- Fast Streaming Algorithms for k-Submodular Maximization under a Knapsack Constraint ; In Proceedings of 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA), Rank A, acceptance rate=24.9%, 2022
Services
Associate Editor: Associate Editor for Journal of Combinatorial Optimization, Springer (ISI). Reviewer: Pattern Recognition IEEE Communication Letters Computer Communication IEEE Access IEEE Transactions on Big Data Computational Social Networks International Journal of General Systems ACM Computing Surveys World Wide Web (Springer) Computer Networks Expert System with Applications |
Program Committee (PC) Member: International Conference on Learning Representations (ICLR) 2025, International Joint Conferences on Artificial Intelligence (IJCAI) 2024, European Conference on Artificial Intelligence (ECAI) 2024, KSE-2023, CSoNet-2023 |