LĨNH VỰC NGHIÊN CỨU

• Artificial Intelligence
• Computational Social Choice
• Optimization
• Algorithms

CÔNG TRÌNH KHOA HỌC TIÊU BIỂU

Bài báo tạp chí:

[16] Trung Thanh Nguyen, Jörg Rothe: Fair and efficient allocation with few agent types, few item types, or small value levels. Artif. Intell. 314: 103820 (2023)

[15] Phuong N. H. Pham, Canh V. Pham, Hieu V. Duong, Václav Snásel, Trung Thanh Nguyen: Minimizing cost for influencing target groups in social network: A model and algorithmic approach. Comput. Commun. 212: 182-197 (2023)

[14] Trung Thanh Nguyen, Nguyen Cong Luong, Shaohan Feng, Khaled M. Elbassioni, Dusit Niyato: Jamming-Based Covert Communication for Rate-Splitting Multiple Access. IEEE Trans. Veh. Technol. 72(8): 11074-11079 (2023)

[13] Trung Thanh Nguyen, Nguyen Cong Luong, Shaohan Feng, Tien Hoa Nguyen, Khaled Elbassioni, Dusit Niyato, Dong In Kim: Joint Rate Allocation and Power Control for RSMA-Based Communication and Radar Coexistence Systems. IEEE Trans. Veh. Technol. 72(11): 14673-14687 (2023)

[12] Trung Thanh Nguyen, Khaled M. Elbassioni, Nguyen Cong Luong, Dusit Niyato, Dong In Kim: Access Management in Joint Sensing and Communication Systems: Efficiency Versus Fairness. IEEE Trans. Veh. Technol. 71(5): 5128-5142 (2022)

[11] Trung Thanh Nguyen, Khaled M. Elbassioni: A PTAS for a class of binary non-linear programs with low-rank functions. Oper. Res. Lett. 49(5): 633-638 (2021)

[10] Trung Thanh Nguyen, Jörg Rothe: Improved bi-criteria approximation schemes for load balancing on unrelated machines with cost constraints. Theor. Comput. Sci. 858: 35-48 (2021)

[9] Khaled M. Elbassioni, Areg Karapetyan, Trung Thanh Nguyen: Approximation schemes for r-weighted Minimization Knapsack problems. Ann. Oper. Res. 279(1-2): 367-386 (2019)

[8] Zaid Almahmoud, Jacob W. Crandall, Khaled M. Elbassioni, Trung Thanh Nguyen, Mardavij Roozbehani: Dynamic Pricing in Smart Grids Under Thresholding Policies. IEEE Trans. Smart Grid 10(3): 3415-3429 (2019)

[7] Tobias Heinen, Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe: Approximation and complexity of the optimization and existence problems for maximin share, proportional share, and minimax share allocation of indivisible goods. Auton. Agents Multi Agent Syst. 32(6): 741-778 (2018) 2017

[6] Dorothea Baumeister, Sylvain Bouveret, Jérôme Lang, Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe, Abdallah Saffidine: Positional scoring-based allocation of indivisible goods. Auton. Agents Multi Agent Syst. 31(3): 628-655 (2017)

[5] Khaled M. Elbassioni, Trung Thanh Nguyen: Approximation algorithms for binary packing problems with quadratic constraints of low cp-rank decompositions. Discret. Appl. Math. 230: 56-70 (2017)

[4] Khaled M. Elbassioni, Trung Thanh Nguyen: A polynomial-time algorithm for computing low CP-rank decompositions. Inf. Process. Lett. 118: 10-14 (2017)

[3] Nhan-Tam Nguyen, Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: Computational complexity and approximability of social welfare optimization in multiagent resource allocation. Auton. Agents Multi Agent Syst. 28(2): 256-289 (2014)

[2] Trung Thanh Nguyen, Jörg Rothe: Minimizing envy and maximizing average Nash social welfare in the allocation of indivisible goods. Discret. Appl. Math. 179: 54-68 (2014)

[1] Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: A survey of approximability and inapproximability results for social welfare optimization in multiagent resource allocation. Ann. Math. Artif. Intell. 68(1-3): 65-90 (2013)

Bài báo hội thảo:

[13] Trung Thanh Nguyen, Nguyen Cong Luong, Shaohan Feng, Khaled Elbassioni, Dusit Niyato, Dong In Kim: Joint Rate Allocation and Power Control for RSMA-Based Communication and Radar Coexistence Systems. GLOBECOM 2023: 6675-6680

[12] Trung Thanh Nguyen, Jörg Rothe: Complexity Results and Exact Algorithms for Fair Division of Indivisible Items: A Survey. IJCAI 2023: 6732-6740 2021

[11] Phuong N. H. Pham, Canh V. Pham, Hieu V. Duong, Trung Thanh Nguyen, My T. Thai: Groups Influence with Minimum Cost in Social Networks. CSoNet 2021: 231-242

[10] Trung Thanh Nguyen, Jörg Rothe: Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types. IJCAI 2020: 290-296

[9] Trung Thanh Nguyen, Jörg Rothe: Bi-Criteria Approximation Algorithms for Load Balancing on Unrelated Machines with Costs. ISAAC 2020: 14:1-14:14

[8] Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe: Approximate Solutions To Max-Min Fair and Proportionally Fair Allocations of Indivisible Goods. AAMAS 2017: 262-271

[7] Khaled M. Elbassioni, Trung Thanh Nguyen: Approximation Schemes for Multi-objective Optimization with Quadratic Constraints of Fixed CP-Rank. ADT 2015: 273-287

[6] Dorothea Baumeister, Sylvain Bouveret, Jérôme Lang, Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe: Scoring Rules for the Allocation of Indivisible Goods. ECAI 2014: 75-80

[5] Trung Thanh Nguyen, Jörg Rothe: How to Decrease the Degree of Envy in Allocations of Indivisible Goods. ADT 2013: 271-284

[4] Trung Thanh Nguyen, Jörg Rothe: Envy-ratio and average-nash social welfare optimization in multiagent resource allocation. AAMAS 2013: 1139-1140

[3] Nhan-Tam Nguyen, Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: Complexity and approximability of social welfare optimization in multiagent resource allocation. AAMAS 2012: 1287-1288

[2] Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: A Survey of Approximability and Inapproximability Results for Social Welfare Optimization in Multiagent Resource Allocation. ISAIM 2012

[1] Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe: Complexity and Approximability of Egalitarian Nash Product Social Welfare Optimization in Multiagent Resource Allocation. STAIRS 2012: 204-215

GIẢNG DẠY

• Các môn cơ sở Toán cho Khoa học dữ liệu và Trí tuệ nhân tạo
• Thiết kế thuật toán
• Cấu trúc dữ liệu và thuật toán
• Công nghệ dữ liệu lớn

CÁC ĐỀ TÀI, DỰ ÁN ĐÃ THỰC HIỆN

• 6/2016 – 6/2018: Principle Investigator, NAFOSTED Project: Resource Allocation: Complexity and Approximation Algorithms
• 6/2018 – 7/2018: Visiting fellowship, Heinrich Heine University (HHU), Germany Returning grant for HHU Researcher Alumni
• 2/2019 – 5/2019: Principle Investigator, Vietnam Institute for Advanced Study in Mathematics VIASM research fellowship: On the integration of Operations Research and Machine Learning techniques
• 9/2020 – 9/2022: Principle Investigator, NAFOSTED Project: Developing efficient heuristic and approximation algorithms for constrained social welfare maximization problems
• 10-11/2021: Principle Investigator, Vietnam Institute for Advanced Study in Mathematics VIASM research fellowship: Developing Efficient Algorithms for Solving Optimization Problems in Social Network and Welfare Economics
• 09-11/2023: Principle Investigator, Vietnam Institute for Advanced Study in Mathematics VIASM research fellowship: Exact and Metaheuristic Methods for Solving Two Variants of The Travelling Salesman Problem.