PGS. TS. Nguyễn Trung Thành

Kinh nghiệm làm việc

Từ 04/2024 – nay: Giảng viên Khoa Khoa học dữ liệu và Trí tuệ nhân tạo, trường Công nghệ, Đại học Kinh tế quốc dân; Phụ trách chuyên môn Chương trình đào tạo Khoa học dữ liệu trong Tài chính và Thương mại điện tử (Ngành Khoa học dữ liệu)
Từ 02/2020 – 03/2024: Giảng viên Khoa Công nghệ thông tin, trường ĐH Phenikaa.
Từ 01/2014 – 06/2016: Nghiên cứu sau Tiến sĩ tại Viện Công nghệ Massachusetts (MIT-USA), Viện Khoa học và Công nghệ Masdar (MIST-UAE), ĐH New York.
Từ 05/2005 – 01/2020: Giảng viên Khoa Toán, trường ĐH Hải Phòng.

Giáo dục đào tạo

03/2010 – 12/2013: Tiến sĩ chuyên ngành Khoa học máy tính – ĐH Heinrich Heine Duesseldorf, CHLB Đức
07/2005 – 12/2007: Thạc sỹ chuyên ngành Toán ứng dụng – Viện Toán học
09/2000 – 06/2004: Cử nhân sư phạm Toán học – ĐH Hải Phòng

Công bố khoa học

Bài báo tạp chí:

Trung Thanh Nguyen, Jörg Rothe: Fair and efficient allocation with few agent types, few item types, or small value levels. Artificial Intelligence 314: 103820 (2023)
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. Computer Communications 212: 182-197 (2023)
Trung Thanh Nguyen, Nguyen Cong Luong, Shaohan Feng, Khaled M. Elbassioni, Dusit Niyato: Jamming-Based Covert Communication for Rate-Splitting Multiple Access. IEEE Transactions on Vehicular Technology 72(8): 11074-11079 (2023)
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 Transactions on Vehicular Technology 72(11): 14673-14687 (2023)
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 Transactions on Vehicular Technology 71(5): 5128-5142 (2022)
Trung Thanh Nguyen, Khaled M. Elbassioni: A PTAS for a class of binary non-linear programs with low-rank functions. Operations Research Letters 49(5): 633-638 (2021)
Trung Thanh Nguyen, Jörg Rothe: Improved bi-criteria approximation schemes for load balancing on unrelated machines with cost constraints. Theoretical Computer Science 858: 35-48 (2021)
Khaled M. Elbassioni, Areg Karapetyan, Trung Thanh Nguyen: Approximation schemes for r-weighted Minimization Knapsack problems. Annals of Operations Research 279(1-2): 367-386 (2019)
Zaid Almahmoud, Jacob W. Crandall, Khaled M. Elbassioni, Trung Thanh Nguyen, Mardavij Roozbehani: Dynamic Pricing in Smart Grids Under Thresholding Policies. IEEE Transactions on Smart Grid 10(3): 3415-3429 (2019)
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. Autonomous Agents and Multi-Agent Systems 32(6): 741-778 (2018) 2017
Dorothea Baumeister, Sylvain Bouveret, Jérôme Lang, Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe, Abdallah Saffidine: Positional scoring-based allocation of indivisible goods. Autonomous Agents and Multi-Agent Systems 31(3): 628-655 (2017)
Khaled M. Elbassioni, Trung Thanh Nguyen: Approximation algorithms for binary packing problems with quadratic constraints of low cp-rank decompositions. Discrete Applied Mathematics 230: 56-70 (2017)
Khaled M. Elbassioni, Trung Thanh Nguyen: A polynomial-time algorithm for computing low CP-rank decompositions. Information Processing Letters 118: 10-14 (2017)
Nhan-Tam Nguyen, Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: Computational complexity and approximability of social welfare optimization in multiagent resource allocation. Autonomous Agents and Multi-Agent Systems 28(2): 256-289 (2014)
Trung Thanh Nguyen, Jörg Rothe: Minimizing envy and maximizing average Nash social welfare in the allocation of indivisible goods. Discrete Applied Mathematics 179: 54-68 (2014)
Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: A survey of approximability and inapproximability results for social welfare optimization in multiagent resource allocation. Annals of Mathematics and Artificial Intelligence 68(1-3): 65-90 (2013)

Bài báo hội thảo:

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. The 2023 IEEE Global Communications Conference (GLOBECOM-Ranked B) 2023: 6675-6680
Trung Thanh Nguyen, Jörg Rothe: Complexity Results and Exact Algorithms for Fair Division of Indivisible Items: A Survey. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-Ranked A*) 2023: 6732-6740 2021
Phuong N. H. Pham, Canh V. Pham, Hieu V. Duong, Trung Thanh Nguyen, My T. Thai: Groups Influence with Minimum Cost in Social Networks. 10th International Conference on Computational Data and Social Networks (CSoNet) 2021: 231-242
Trung Thanh Nguyen, Jörg Rothe: Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-Ranked A*) 2020: 290-296
Trung Thanh Nguyen, Jörg Rothe: Bi-Criteria Approximation Algorithms for Load Balancing on Unrelated Machines with Costs. Proceedings of the 31st International Symposium on Algorithms and Computation (ISAAC-Ranked A) 2020: 14:1-14:14
Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe: Approximate Solutions To Max-Min Fair and Proportionally Fair Allocations of Indivisible Goods. Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems (AAMAS-Ranked A*) 2017: 262-271
Khaled M. Elbassioni, Trung Thanh Nguyen: Approximation Schemes for Multi-objective Optimization with Quadratic Constraints of Fixed CP-Rank. International Conference on Algorithmic DecisionTheory (ADT) 2015: 273-287
Dorothea Baumeister, Sylvain Bouveret, Jérôme Lang, Nhan-Tam Nguyen, Trung Thanh Nguyen, Jörg Rothe: Scoring Rules for the Allocation of Indivisible Goods. The Twenty-first European Conference on Artificial Intelligence (ECAI-Ranked A) 2014: 75-80
Trung Thanh Nguyen, Jörg Rothe: How to Decrease the Degree of Envy in Allocations of Indivisible Goods. International Conference on Algorithmic DecisionTheory (ADT) 2013: 271-284
Trung Thanh Nguyen, Jörg Rothe: Envy-ratio and average-nash social welfare optimization in multiagent resource allocation. Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems (AAMAS-Ranked A*) 2013: 1139-1140
Nhan-Tam Nguyen, Trung Thanh Nguyen, Magnus Roos, Jörg Rothe: Complexity and approximability of social welfare optimization in multiagent resource allocation. Proceedings of the 2012 international conference on Autonomous agents and multi-agent systems (AAMAS-Ranked A*) 2012: 1287-1288

Giảng dạy

Toán cho Khoa học dữ liệu và Trí tuệ nhân tạo.
Cấu trúc dữ liệu và thuật toán
Thiết kế thuật toán
Phân tích dữ liệu
Phương pháp số trong Khoa học dữ liệu
Công nghệ dữ liệu lớn (thuật toán cho phân tích và xử lý dữ liệu lớn)

Sách/giáo trình

Sách (chuyên khảo): Multi-agent Resource Allocation: Computational Complexity and Approximation Algorithms, VNU Press, 2019.