Canh V. Pham

PhD in Computer Science

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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

  1. Improved Parallel Algorithm for Non-Monotone Submodular Maximization under Knapsack Constraint Tan D. Tran, Canh V. Pham* Dung T. K. Ha, and Phuong H. N Pham ; In Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Rank A*, acceptance rate=791/5651=14%, 2024
  2. Improved approximation algorithms for k-submodular maximization under a knapsack constraint Dung T. K. Ha, Canh V. Pham*, and Tan D. Tran ; Computers & Operations Research, 2024
  3. Minimizing cost for influencing target groups in social network: A model and algorithmic approach Phuong N. H. Pham, Canh V. Pham*, Hieu V. Duong, and 2 more authors ; Computer Communication, 2023
  4. Linear Query Approximation Algorithms for Non-monotone Submodular Maximization under Knapsack Constraint Canh V. Pham, Tan D. Tran, Dung T. K. Ha, and 1 more author ; In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI), Rank A*, acceptance rate=14.9% , 2023
  5. Maximizing k-submodular functions under budget constraint: applications and streaming algorithms Canh V. Pham, Quang C. Vu, Dung K. Ha, and 2 more authors ; Journal of Combinatorial Optimization, 2022
  6. Fast Streaming Algorithms for k-Submodular Maximization under a Knapsack Constraint Canh V. Pham, Dung K. T. Ha, Huan X. Hoang, and 1 more author ; 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