publications

2025

1. NeurIPS’25

   Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models

   Thanh-Dat Truong, Huu-Thien Tran, Tran Thai Son, and 2 more authors

   Advances in Neural Information Processing Systems, 2025

   arXiv Bib

   @article{truong2025directed,
     title = {Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models},
     author = {Truong, Thanh-Dat and Tran, Huu-Thien and Son, Tran Thai and Raj, Bhiksha and Luu, Khoa},
     journal = {Advances in Neural Information Processing Systems},
     year = {2025},
   }

2. CVPRW’25

   BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models

   Huu-Thien Tran, Thanh-Dat Truong, and Khoa Luu

   In Proceedings of the Computer Vision and Pattern Recognition Conference, 2025

   arXiv Bib

   @inproceedings{tran2025bima,
     title = {BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models},
     author = {Tran, Huu-Thien and Truong, Thanh-Dat and Luu, Khoa},
     booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference},
     pages = {5302--5311},
     year = {2025},
   }

2024

1. ATC’24

   MEX: Memory-efficient Approach to Referring Multi-Object Tracking

   Huu-Thien Tran^†, Phuoc-Sang Pham^†, Thai-Son Tran, and 1 more author

   In 2024 International Conference on Advanced Technologies for Communications (ATC), 2024

   DOI arXiv Bib

   @inproceedings{tran2024mex,
     title = {MEX: Memory-efficient Approach to Referring Multi-Object Tracking},
     author = {Tran, Huu-Thien and Pham, Phuoc-Sang and Tran, Thai-Son and Luu, Khoa},
     booktitle = {2024 International Conference on Advanced Technologies for Communications (ATC)},
     pages = {550--555},
     year = {2024},
     organization = {IEEE},
     doi = {10.1109/ATC63255.2024.10908144},
   }

2. ICST’24

   KAT: Dependency-aware Automated API Testing with Large Language Models

   Tri Le^†, Huu-Thien Tran^†, Duy Cao, and 3 more authors

   In 2024 IEEE Conference on Software Testing, Verification and Validation (ICST), 2024

   DOI arXiv Bib

   @inproceedings{le2024kat,
     title = {KAT: Dependency-aware Automated API Testing with Large Language Models},
     author = {Le, Tri and Tran, Huu-Thien and Cao, Duy and Le, Vy and Nguyen, Tien N and Nguyen, Vu},
     booktitle = {2024 IEEE Conference on Software Testing, Verification and Validation (ICST)},
     pages = {82--92},
     year = {2024},
     organization = {IEEE},
     doi = {10.1109/ICST60714.2024.00017},
   }