Publications
Journal Papers
π« [Apr. 2025]
Pham, T.H., Osterloh, K., and Nguyen, K.D., 2025. Mapping of soil sampling sites using terrain and hydrological attributes. Artificial Intelligence in Agriculture.
Artificial Intelligence in Agriculture, 15, pp. 470-481.
DOI
π« [Jan. 2025]
Pham, T.H., Burgers, T.A., and Nguyen, K.D., 2025. Enhanced Droplet Analysis Using Generative Adversarial Networks.
Computers and Electronics in Agriculture, 231, p.109922.
DOI
π« [Oct. 2024]
Pham, T.H., Aikins G., Truong T., and Nguyen, K.D., 2024. Adaptive Compensation for Robotic Joint Failures Using Partially Observable Reinforcement Learning.
Algorithms, 17(10):436.
DOI,
arXiv
π« [Sep. 2024]
Pham, T.H., Li X., and Nguyen, K.D., 2024. Seunet-trans: A simple yet effective unet-transformer model for medical image segmentation.
IEEE Access, 12, pp. 122139-122154.
DOI
π« [Apr. 2024]
Pham, T.H. and Nguyen, K.D., 2024. Soil Sampling Map Optimization with a Dual Deep Learning Framework.
Machine Learning and Knowledge Extraction, 6(2), pp.751-769.
DOI
π« [Jan. 2024]
Pham, T.H., Acharya, P., Bachina, S., Osterloh, K. and Nguyen, K.D., 2024. Deep-learning framework for optimal selection of soil sampling sites.
Computers and Electronics in Agriculture, 217, p.108650.
DOI
π« [Jan. 2023]
Pham, T.H., Nguyen, K. and Park, H.C., 2023. A robotic fish capable of fast underwater swimming and water leaping with high Froude number.
Ocean Engineering, 268, p.113512.
DOI
Conference Papers
π« [CVPR 2025]
Pham, T.H., Bui, T.D., Quang, M.L., Pham, T.H., Ngo, C., and Hy, T.S., 2025.
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging.
In Proceedings of the Computer Vision and Pattern Recognition Conference, pp. 2984β2994. 2025.
π« [ACL 2025]
Khai Le-Duc, Phuc Phan, Tan-Hanh Pham, Bach Phan Tat, Minh-Huong Ngo, Truong-Son Hy, 2025. MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder.
In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics.
π« [ICRA 2025]
Nhut Huynh Truong, Tan-Hanh Pham, Hector Gutierrez, KD Nguyen, 2025. Hierarchical Robotic Intelligence via LLM and RL.
IEEE International Conference on Robotics & Automation.
Preprints
🔹 [Pr8]
Pham, T.H., Andronesi, O.C., Li, X. and Nguyen, K.D., 2025. Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods.
🔹 [Pr7]
Pham, T.H., and Ngo, C., 2025. RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints.
🔹 [Pr6]
Pham, T.H., Bi, J., Mesa-Arango, R. and Nguyen, K.D., 2025. Predicting Space Tourism Demand Using Explainable AI.
🔹 [Pr5]
Nguyen, M.N., Le-Duc, K., Pham, T.H., Nguyen, T., Luu, Q.M., Tran, B.K., Hy, T.S., Dremin, V., Sokolovsky, S. and Rafailov, E., 2025. A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors.
🔹 [Pr4]
Pham, T.H., PV Nguyen, DT Hung, BT Duong, VN Thanh, C Ngo, TQ Truong, and TS Hy, 2025. IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests.
🔹 [Pr3]
Pham, T.H., Hoang-Nam Le, Phu-Vinh Nguyen, Chris Ngo, and Truong-Son Hy, 2024. SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization.
arXiv
🔹 [Pr2]
Le-Duc, K., Dang, Q.A., Pham, T.H., and Hy, T.S., 2024. wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech.
arXiv
🔹 [Pr1]
Le-Duc, Khai, Ryan Zhang, Ngoc Son Nguyen, Tan-Hanh Pham, Anh Dao, Ba Hung Ngo, Anh Totti Nguyen, and Truong-Son Hy. LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task.
arXiv
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