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 a Lecturer and Researcher at ORLab, Faculty of Computer Science, Phenikaa University. My research interest focuses on designing and analysis of scalable approximation algorithms for ubiquitous combinatorial optimization problems arising in artificial intelligence, machine learning, data summarization and social network analysis.

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*, accepted , 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

Program Committee (PC) Member: IJCAI-2024, ECAI-24, KSE-2023, CSoNet-2023