Tiểu sử học thuật
GIỚI THIỆU
PGS. TS. Nguyễn Trung Thành hiện là Phó trưởng Khoa Khoa Khoa học Dữ liệu và Trí tuệ Nhân tạo, đồng thời là Trưởng Lab nghiên cứu Phân tích dữ liệu và Tối ưu hóa – DataOpt Lab. Trước đó, giai đoạn 2020–2024, thầy là Giảng viên tại Khoa Công nghệ thông tin, Đại học Phenikaa. Thầy nhận bằng Cử nhân tại Trường Đại học Hải Phòng năm 2004 và bằng Thạc sĩ tại Viện Toán học năm 2007. Thầy hoàn thành Tiến sĩ Khoa học Máy tính tại Đại học Heinrich Heine Duesseldorf, CHLB Đức, năm 2013. Sau khi bảo vệ tiến sĩ, PGS.TS. Nguyễn Trung Thành thực hiện các nghiên cứu sau tiến sĩ tại nhiều cơ sở quốc tế: Viện Công nghệ Massachusetts (MIT), New York University, USA; và Viện Khoa học và Công nghệ Masdar, UAE trong giai đoạn 2014–2016.
Thầy đã công bố 40 bài báo trên các tạp chí hội nghị quốc tế chuyên ngành uy tín trong lĩnh vực Trí tuệ nhân tạo và Khoa học máy tính lý thuyết. Thầy cũng là thành viên thường xuyên trong ban phản biện chuyên môn của các hội nghị hàng đầu về Trí tuệ nhân tạo như: AAAI Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence (IJCAI), European Conference on Artificial Intelligence (ECAI), International Conference on Autonomous Agents and Multiagent Systems (AAMAS).
LĨNH VỰC NGHIÊN CỨU
CÔNG TRÌNH KHOA HỌC TIÊU BIỂU
Tạp chí:
2026 |
Hà, Minh Hoàng; Dang, Thu Huong; Le, Ba Luat; Nguyen, Trung Thanh; Langevin, André On the Hierarchical Directed Capacitated Arc Routing Problem Journal Article In: Computers & Operations Research, vol. 192, 2026, ISSN: 0305-0548. @article{Hà2026, |
2023 |
Nguyen, Trung Thanh; Rothe, Jörg Fair and Efficient Allocation with Few Agent Types, Few Item Types, or Small Value Levels Journal Article In: Artificial Intelligence, vol. 314, pp. 103820, 2023. @article{Nguyen2023FairAllocation, |
Nguyen, Trung Thanh; Luong, Nguyen Cong; Feng, Shaohan; Nguyen, Tien Hoa; Elbassioni, Khaled; Niyato, Dusit; Kim, Dong In Joint Rate Allocation and Power Control for RSMA-Based Communication and Radar Coexistence Systems Journal Article In: IEEE Transactions on Vehicular Technology, vol. 72, no. 11, pp. 14673–14687, 2023. @article{Nguyen2023RSMA, |
Nguyen, Trung Thanh; Luong, Nguyen Cong; Feng, Shaohan; Elbassioni, Khaled M.; Niyato, Dusit Jamming-Based Covert Communication for Rate-Splitting Multiple Access Journal Article In: IEEE Transactions on Vehicular Technology, vol. 72, no. 8, pp. 11074–11079, 2023. @article{Nguyen2023JammingCovert, |
Pham, Phuong N. H.; Pham, Canh V.; Duong, Hieu V.; Snášel, Václav; Nguyen, Trung Thanh Minimizing Cost for Influencing Target Groups in Social Network: A Model and Algorithmic Approach Journal Article In: Computer and Communications, vol. 212, pp. 182–197, 2023. @article{Pham2023InfluencingGroups, |
Nguyen, Trung Thanh; Rothe, Jörg Fair and efficient allocation with few agent types, few item types, or small value levels Journal Article In: Artificial Intelligence, vol. 314, 2023, ISSN: 0004-3702. @article{Nguyen2023, |
2022 |
Nguyen, Trung Thanh; Elbassioni, Khaled M.; Luong, Nguyen Cong; Niyato, Dusit; Kim, Dong In Access Management in Joint Sensing and Communication Systems: Efficiency Versus Fairness Journal Article In: IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 5128–5142, 2022. @article{Nguyen2022AccessManagement, |
2021 |
Nguyen, Trung Thanh; Elbassioni, Khaled M. A PTAS for a Class of Binary Non-Linear Programs with Low-Rank Functions Journal Article In: Operations Research Letters, vol. 49, no. 5, pp. 633–638, 2021. @article{Nguyen2021PTAS, |
Nguyen, Trung Thanh; Rothe, Jörg Improved Bi-Criteria Approximation Schemes for Load Balancing on Unrelated Machines with Cost Constraints Journal Article In: Theoretical Computer Science, vol. 858, pp. 35–48, 2021. @article{Nguyen2021LoadBalancing, |
2019 |
Elbassioni, Khaled M.; Karapetyan, Areg; Nguyen, Trung Thanh Approximation Schemes for r-Weighted Minimization Knapsack Problems Journal Article In: Annals of Operations Research, vol. 279, no. 1-2, pp. 367–386, 2019. @article{Elbassioni2019Knapsack, |
Almahmoud, Zaid; Crandall, Jacob W.; Elbassioni, Khaled M.; Nguyen, Trung Thanh; Roozbehani, Mardavij Dynamic Pricing in Smart Grids Under Thresholding Policies Journal Article In: IEEE Transactions on Smart Grid, vol. 10, no. 3, pp. 3415–3429, 2019. @article{Almahmoud2019SmartGrid, |
2018 |
Heinen, Tobias; Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Rothe, Jörg Approximation and Complexity of the Optimization and Existence Problems for Maximin Share, Proportional Share, and Minimax Share Allocation of Indivisible Goods Journal Article In: Autonomous Agents and Multi-Agent Systems, vol. 32, no. 6, pp. 741–778, 2018. @article{Heinen2018FairAllocation, |
2017 |
Baumeister, Dorothea; Bouveret, Sylvain; Lang, Jérôme; Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Rothe, Jörg; Saffidine, Abdallah Positional Scoring-Based Allocation of Indivisible Goods Journal Article In: Autonomous Agents and Multi-Agent Systems, vol. 31, no. 3, pp. 628–655, 2017. @article{Baumeister2017Scoring, |
Elbassioni, Khaled M.; Nguyen, Trung Thanh Approximation Algorithms for Binary Packing Problems with Quadratic Constraints of Low CP-Rank Decompositions Journal Article In: Discrete Applied Mathematics, vol. 230, pp. 56–70, 2017. @article{Elbassioni2017Packing, |
Elbassioni, Khaled M.; Nguyen, Trung Thanh A Polynomial-Time Algorithm for Computing Low CP-Rank Decompositions Journal Article In: Information Processing Letters, vol. 118, pp. 10–14, 2017. @article{Elbassioni2017CPRank, |
2014 |
Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Roos, Magnus; Rothe, Jörg Computational Complexity and Approximability of Social Welfare Optimization in Multiagent Resource Allocation Journal Article In: Autonomous Agents and Multi-Agent Systems, vol. 28, no. 2, pp. 256–289, 2014. @article{Nguyen2014SocialWelfare, |
Nguyen, Trung Thanh; Rothe, Jörg Minimizing Envy and Maximizing Average Nash Social Welfare in the Allocation of Indivisible Goods Journal Article In: Discrete Applied Mathematics, vol. 179, pp. 54–68, 2014. @article{Nguyen2014Envy, |
2013 |
Nguyen, Trung Thanh; Roos, Magnus; Rothe, Jörg A Survey of Approximability and Inapproximability Results for Social Welfare Optimization in Multiagent Resource Allocation Journal Article In: Annals of Mathematics and Artificial Intelligence, vol. 68, no. 1-3, pp. 65–90, 2013. @article{Nguyen2013Survey, |
Hội nghị:
2024 |
Nguyen, Trung Thanh; Elbassioni, Khaled; Rothe, Jörg Complexity and Approximation Schemes for Social Welfare Maximization in the High-Multiplicity Setting Conference Proceedings of the European Conference on Artificial Intelligence (ECAI), 2024. @conference{Nguyen2024ECAI, |
2023 |
Nguyen, Trung Thanh; Luong, Nguyen Cong; Feng, Shaohan; Elbassioni, Khaled; Niyato, Dusit; Kim, Dong In Joint Rate Allocation and Power Control for RSMA-Based Communication and Radar Coexistence Systems Conference IEEE Global Communications Conference (GLOBECOM), 2023. @conference{Nguyen2023GLOBECOM, |
Nguyen, Trung Thanh; Rothe, Jörg Complexity Results and Exact Algorithms for Fair Division of Indivisible Items: A Survey Conference Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2023. @conference{Nguyen2023IJCAISurvey, |
2021 |
Pham, Phuong N. H.; Pham, Canh V.; Duong, Hieu V.; Nguyen, Trung Thanh; Thai, My T. Groups Influence with Minimum Cost in Social Networks Conference Proceedings of the International Conference on Computational Data and Social Networks (CSoNet), 2021. @conference{Pham2021CSoNetInfluence, |
2020 |
Nguyen, Trung Thanh; Rothe, Jörg Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types Conference Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2020. @conference{Nguyen2020IJCAIPareto, |
Nguyen, Trung Thanh; Rothe, Jörg Bi-Criteria Approximation Algorithms for Load Balancing on Unrelated Machines with Costs Conference Proceedings of the International Symposium on Algorithms and Computation (ISAAC), 2020. @conference{Nguyen2020ISAACLoadBalancing, |
2017 |
Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Rothe, Jörg Approximate Solutions to Max-Min Fair and Proportionally Fair Allocations of Indivisible Goods Conference Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2017. @conference{Nguyen2017AAMASFairAlloc, |
2015 |
Elbassioni, Khaled M.; Nguyen, Trung Thanh Approximation Schemes for Multi-objective Optimization with Quadratic Constraints of Fixed CP-Rank Conference Proceedings of the International Conference on Algorithmic Decision Theory (ADT), 2015. @conference{Elbassioni2015ADTMultiObjective, |
2014 |
Baumeister, Dorothea; Bouveret, Sylvain; Lang, Jérôme; Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Rothe, Jörg Scoring Rules for the Allocation of Indivisible Goods Conference Proceedings of the European Conference on Artificial Intelligence (ECAI), 2014. @conference{Baumeister2014ECAIScoring, |
2013 |
Nguyen, Trung Thanh; Rothe, Jörg How to Decrease the Degree of Envy in Allocations of Indivisible Goods Conference Proceedings of the International Conference on Algorithmic Decision Theory (ADT), 2013. @conference{Nguyen2013ADTEnvy, |
Nguyen, Trung Thanh; Rothe, Jörg Envy-Ratio and Average-Nash Social Welfare Optimization in Multiagent Resource Allocation Conference Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2013. @conference{Nguyen2013AAMASEnvyRatio, |
2012 |
Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Roos, Magnus; Rothe, Jörg Complexity and Approximability of Social Welfare Optimization in Multiagent Resource Allocation Conference Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2012. @conference{Nguyen2012AAMASComplexity, |
Nguyen, Trung Thanh; Roos, Magnus; Rothe, Jörg A Survey of Approximability and Inapproximability Results for Social Welfare Optimization in Multiagent Resource Allocation Conference International Symposium on Artificial Intelligence and Mathematics (ISAIM), 2012. @conference{Nguyen2012ISAIMSurvey, |
Nguyen, Nhan-Tam; Nguyen, Trung Thanh; Rothe, Jörg Complexity and Approximability of Egalitarian Nash Product Social Welfare Optimization in Multiagent Resource Allocation Conference Proceedings of the European Starting AI Researcher Symposium (STAIRS), 2012. @conference{Nguyen2012STAIRSEgalitarian, |
Sách và chương sách:
2025 |
Ta, Dinh Quy; Vu, Duc Minh; Nguyen, Trung Thanh; Le, Anh Duc; Ha, Minh Hoang Exact Approaches for Scheduling Problems on Parallel Identical Machines with Conflict Jobs Book Section In: Pardalos, Panos M.; Du, Ding-Zhu; Thai, My T. (Ed.): Handbook of Combinatorial Optimization, pp. 1–26, Springer, New York, NY, 2025. @incollection{ta2025_conflict_jobs_handbook, |
2018 |
Nguyen, Trung Thanh Resource Allocation: Computational Complexity and Approximation Algorithms Book Vietnam National University Press, 2018. @book{Nguyen2018ResourceAllocation, |
CÁC ĐỀ TÀI, DỰ ÁN ĐÃ THỰC HIỆN
[1] New Techniques for Solving A Class of Combinatorial Optimization Problems under Graphical Constraints – Vietnam Institute for Advanced Study in Mathematics VIASM, Chủ nhiệm, 9/2025-11/2025
[2] Exact and Metaheuristic Methods for Solving Two Variants of The Travelling Salesman – Vietnam Institute for Advanced Study in Mathematics VIASM, Đồng Chủ nhiệm, 9/2023-11/2023
[3] Developing efficient heuristic and approximation algorithms for constrained social welfare maximization problems – Quỹ Nafosted, Bộ KHCN – Chủ nhiệm, 2020-2022
[4] Developing Efficient Algorithms for Solving Optimization Problems in Social Network and Welfare Economics – Vietnam Institute for Advanced Study in Mathematics VIASM, Chủ nhiệm, 10/2021 – 11/2021
[5] On the integration of Operations Research and Machine Learning techniques – Vietnam Institute for Advanced Study in Mathematics VIASM, Đồng Chủ nhiệm, 2/2019 – 5/2019
[6] Visiting fellowship, Heinrich Heine University (HHU), Germany Returning grant for HHU Researcher Alumni – Heinrich Heine University, CHLB Đức, Chủ nhiệm, 6/2018 – 8/2018
[7] Resource Allocation: Complexity and Approximation Algorithms – Quỹ Nafosted, Bộ KHCN – Chủ nhiệm, 2016-2018
GIẢNG DẠY
HOẠT ĐỘNG TƯ VẤN, ĐÀO TẠO DOANH NGHIỆP
[1] Chuyển đổi số – Lãnh đạo tỉnh Quảng Ninh, 2025
[2] Chuyển đổi số – Lãnh đạo sở Giáo dục và đào tạo Hà Nội, Giáo viên các trường phổ thông trên địa bàn Hà Nội, 2025
ĐỐI TÁC NGHIÊN CỨU
CÁC HOẠT ĐỘNG KHÁC