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Trung Thanh Nguyen

3 accepted papers

2025

Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation

NeurIPS 2025poster

Vision-Language Foundation Models (VLMs), trained on large-scale multimodal datasets, have driven significant advances in Artificial Intelligence (AI) by enabling rich cross-modal reasoning. Despite their success in general domains, applying these models to medical imaging remains challenging due to…

Cited by 0SourceScholar
2023

Complexity Results and Exact Algorithms for Fair Division of Indivisible Items: A Survey

IJCAI 2023poster

Fair allocation of indivisible goods is a central topic in many AI applications. Unfortunately, the corresponding problems are known to be NP-hard for many fairness concepts, so unless P = NP, exact polynomial-time algorithms cannot exist for them. In practical applications, however, it would be hig…

Cited by 7SourcePDFScholar
2020

Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types

IJCAI 2020poster

In fair division of indivisible goods, finding an allocation that satisfies fairness and efficiency simultaneously is highly desired but computationally hard. We solve this problem approximately in polynomial time by modeling it as a bi-criteria optimization problem that can be solved efficiently…

Cited by 0SourcePDFScholar