Binh-Long Nguyen

Binh-Long Nguyen

PhD Candidate

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A Heuristic Based on Randomized Greedy Algorithms for the Clustered Shortest-Path Tree Problem

Published in 2019 IEEE Congress on Evolutionary Computation (CEC), 2019

We introduce a new algorithm that combines the major features of Randomized Greedy Algorithms (RGAs) and Shortest Path Tree Algorithm (SPTA) to deal with the Clustered Shortest-Path Tree Problem (CluSPT)

Recommended citation: Thanh, P. D., Binh, H. T. T., & Long, N. B. (2019, June). "A heuristic based on randomized greedy algorithms for the clustered shortest-path tree problem." In 2019 IEEE Congress on Evolutionary Computation (CEC) (pp. 2915-2922). IEEE.
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Multifactorial evolutionary algorithm for solving clustered tree problems: competition among Cayley codes

Published in Memetic Computing, 2020

An MFEA with Cayley-code representations for clustered tree problems, evaluating Prüfer, Dandelion, and Blob encodings on CluSPT and related problems.

Recommended citation: Dinh, T. P., Thanh, B. H. T., Ba, T. T., & Long, N. B. (2020). "Multifactorial evolutionary algorithm for solving clustered tree problems: competition among Cayley codes." Memetic Computing, 12, 185–217.
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Multifactorial Evolutionary Algorithm for Inter-Domain Path Computation under Domain Uniqueness Constraint

Published in 2020 IEEE Congress on Evolutionary Computation (CEC), 2020

An MFEA with priority-based encoding for Inter-Domain Path Computation under Domain Uniqueness constraint (IDPC-DU), with crossover and mutation operators that always produce valid solutions.

Recommended citation: Huynh, T. T. B., Ta, B. T., Long, N. B., Nguyen, V. H., & Pham, D. T. (2020, July). "Multifactorial Evolutionary Algorithm for Inter-Domain Path Computation under Domain Uniqueness Constraint." In 2020 IEEE Congress on Evolutionary Computation (CEC) (pp. 1-8). IEEE.
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Adaptive Knowledge Transfer in Multifactorial Evolutionary Algorithm for the Clustered Minimum Routing Cost Problem

Published in Applied Soft Computing, 2021

An adaptive knowledge transfer mechanism in a multifactorial evolutionary algorithm for the clustered minimum routing cost problem.

Recommended citation: Thang, T. B., Long, N. B., Hoang, N. V., & Binh, H. T. T. (2021). "Adaptive Knowledge Transfer in Multifactorial Evolutionary Algorithm for the Clustered Minimum Routing Cost Problem." Applied Soft Computing, 105, 107253.
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Genetic algorithm based approach to solve the Clustered Steiner Tree Problem

Published in Evolutionary Intelligence, 2023

A Shortest-Path Genetic Algorithm with a permutation-based representation for solving the Clustered Steiner Tree Problem in Euclidean and non-Euclidean cases.

Recommended citation: Do, T. A., Ban, H. B., Huynh, T. T. B., Le, M. T., & Nguyen, B. L. (2024). "Genetic algorithm based approach to solve the Clustered Steiner Tree Problem." Evolutionary Intelligence, 17, 1547–1566.
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A multipopulation multitasking evolutionary scheme with adaptive knowledge transfer to solve the clustered minimum routing cost tree problem

Published in Information Sciences, 2023

A multipopulation multitasking evolutionary scheme with adaptive knowledge transfer for the clustered minimum routing cost tree problem.

Recommended citation: Long, N. B., Anh, D. T., Ban, H. B., & Binh, H. T. T. (2024). "A multipopulation multitasking evolutionary scheme with adaptive knowledge transfer to solve the clustered minimum routing cost tree problem." Information Sciences, 657, 119961.
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An online transfer learning based multifactorial evolutionary algorithm for solving the clustered Steiner tree problem

Published in Knowledge-Based Systems, 2024

An online transfer learning based multifactorial evolutionary algorithm for solving the clustered Steiner tree problem.

Recommended citation: Long, N. B., Anh, D. T., Ban, H. B., & Binh, H. T. T. (2024). "An online transfer learning based multifactorial evolutionary algorithm for solving the clustered Steiner tree problem." Knowledge-Based Systems, 296, 111870.
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Evolutionary multitasking algorithm based on a dynamic solution encoding strategy for the minimum s-club cover problem

Published in Evolutionary Intelligence, 2024

A multitasking evolutionary algorithm with a dynamic solution encoding strategy for the minimum s-club cover problem, evaluated on DIMACS datasets.

Recommended citation: Thanh, P. D., Long, N. B., Vinh, L. S., & Binh, H. T. T. (2024). "Evolutionary multitasking algorithm based on a dynamic solution encoding strategy for the minimum s-club cover problem." Evolutionary Intelligence, 18, 15.
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Ilov3Splat: Instance-Level Open-Vocabulary 3D Scene Understanding in Gaussian Splatting

Published in International Conference on Pattern Recognition (ICPR 2026), 2026

A framework for instance-level open-vocabulary 3D scene understanding built on 3D Gaussian Splatting, enabling language-driven object identification without category supervision.

Recommended citation: Nguyen, B. L., Nguyen, K., Sridharan, S., Fookes, C., & Moghadam, P. (2026). "Ilov3Splat: Instance-Level Open-Vocabulary 3D Scene Understanding in Gaussian Splatting." In Pattern Recognition (ICPR 2026). Lecture Notes in Computer Science, vol 16816. Springer, Cham.
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