Tien-Phat Nguyen

According to our database, Tien-Phat Nguyen authored at least 24 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence.

Tien-Phat Nguyen, Truong Nguyen, Minh-Phuc Truong, Tuc Nguyen, James Bailey, Trung Le

CoRR, May, 2026

BSO: Safety Alignment Is Density Ratio Matching.

Tien-Phat Nguyen, Truong Nguyen, Thin Nguyen, Duy Minh Ho Nguyen, Ngoc-Thanh Dinh, Trung Le

CoRR, May, 2026

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching.

Truong Nguyen, Tien-Phat Nguyen, Linh Ngo Van, Duy Minh Ho Nguyen, Khoa D. Doan, Trung Le

CoRR, May, 2026

Selective Off-Policy Reference Tuning with Plan Guidance.

Duc Anh Le, Tien-Phat Nguyen, Thien Huu Nguyen, Linh Ngo Van, Trung Le

CoRR, May, 2026

A framework for cross-lingual topic modeling using global context spaces and unified decoding with semantic knowledge distillation.

Tien-Phat Nguyen, Giang Pham Thi Phuong, Thuan Do Phan, Anh-Cuong Le, Linh Ngo Van

Neurocomputing, 2026

LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models.

Minh Chu Xuan, Tien-Phat Nguyen, Linh Ngo Van, Dinh Viet Sang, Nguyen Thi Ngoc Diep, Trung Le

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

S-Chain: Structured Visual Chain-of-Thought For Medicine.

Khai Le-Duc, Duy M. H. Nguyen, Phuong T. H. Trinh, Tien-Phat Nguyen, Nghiem Tuong Diep, An Ngo, Tung Vu, Trinh Vuong, Anh-Tien Nguyen, Mau Nguyen, Van Trung Hoang, Khai-Nguyen Nguyen, Hy Nguyen, Chris Ngo, Anji Liu, Nhat Ho, Anne-Christin Hauschild, Khanh Xuan Nguyen, Thanh Nguyen-Tang, Pengtao Xie, Daniel Sonntag, James Zou, Mathias Niepert, Anh Totti Nguyen

CoRR, October, 2025

XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments.

Tien-Phat Nguyen, Vu Minh Ngo, Tung Nguyen, Linh Van Ngo, Duc Anh Nguyen, Sang Dinh, Trung Le

CoRR, October, 2025

CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling.

Trong-Thang Pham, Akash Awasthi, Saba Khan, Esteban Duran Marti, Tien-Phat Nguyen, Khoa Vo, Minh Tran, Ngoc Son Nguyen, Cuong Tran Van, Yuki Ikebe, Anh Totti Nguyen, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Le

CoRR, July, 2025

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges.

Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Ulas Bagci

Medical Image Anal., 2025

GazeSearch: Radiology Findings Search Benchmark.

Trong-Thang Pham, Tien-Phat Nguyen, Yuki Ikebe, Akash Awasthi, Zhigang Deng, Carol C. Wu, Hien Nguyen, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling.

Trong-Thang Pham, Akash Awasthi, Saba Khan, Esteban Duran Marti, Tien-Phat Nguyen, Khoa Vo, Minh Tran, Son Nguyen, Cuong Tran, Yuki Ikebe, Anh Totti Nguyen, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Nguyen, Ngan Le

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments.

Tien-Phat Nguyen, Vu Minh Ngo, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Dinh Viet Sang, Trung Le

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Z-GMOT: Zero-shot Generic Multiple Object Tracking.

Kim Hoang Tran, Anh Duy Le Dinh, Tien-Phat Nguyen, Thinh Phan, Pha A. Nguyen, Khoa Luu, Donald A. Adjeroh, Gianfranco Doretto, Ngan Hoang Le

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

PISeg: Polyp Instance Segmentation with Texture Denoising and Adaptive Region.

Tan-Cong Nguyen, Kim Anh Phung, Tien-Phat Nguyen, Thao Thi Phuong Dao, Cong Nhan Pham, Trung-Nghia Le, Thuc Nguyen-Quang, Ju Shen, Tam V. Nguyen, Minh-Triet Tran

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

MANet: Multi-branch attention auxiliary learning for lung nodule detection and segmentation.

Tan-Cong Nguyen, Tien-Phat Nguyen, Tri Cao, Thao Thi Phuong Dao, Thi-Ngoc Ho, Tam V. Nguyen, Minh-Triet Tran

Comput. Methods Programs Biomed., November, 2023

An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges.

Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange

CoRR, 2023

EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification.

Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa.

Tuan-Luc Huynh, Huu-Hung Nguyen, Xuan-Nhat Hoang, Thao Thi Phuong Dao, Tien-Phat Nguyen, Viet-Tham Huynh, Hai-Dang Nguyen, Trung-Nghia Le, Minh-Triet Tran

Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Text Query based Traffic Video Event Retrieval with Global-Local Fusion Embedding.

Thang-Long Nguyen-Ho, Minh-Khoi Pham, Tien-Phat Nguyen, Hai-Dang Nguyen, Minh N. Do, Tam V. Nguyen, Minh-Triet Tran

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

CCBANet: Cascading Context and Balancing Attention for Polyp Segmentation.

Tan-Cong Nguyen, Tien-Phat Nguyen, Gia-Han Diep, Anh-Huy Tran-Dinh, Tam V. Nguyen, Minh-Triet Tran

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Traffic Video Event Retrieval via Text Query Using Vehicle Appearance and Motion Attributes.

Tien-Phat Nguyen, Ba-Thinh Tran-Le, Xuan-Dang Thai, Tam V. Nguyen, Minh N. Do, Minh-Triet Tran

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

HCMUS at Medico Automatic Polyp Segmentation Task 2020: PraNet and ResUnet++ for Polyps Segmentation.

Tien-Phat Nguyen, Tan-Cong Nguyen, Gia-Han Diep, Minh-Quan Le, Hoang-Phuc Nguyen-Dinh, Hai-Dang Nguyen, Minh-Triet Tran

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

iTASK - Intelligent Traffic Analysis Software Kit.

Minh-Triet Tran, Tam V. Nguyen, Trung-Hieu Hoang, Trung-Nghia Le, Khac-Tuan Nguyen, Dat-Thanh Dinh, Thanh-An Nguyen, Hai-Dang Nguyen, Xuan-Nhat Hoang, Trong-Tung Nguyen, Viet-Khoa Vo-Ho, Trong-Le Do, Lam Nguyen, Minh-Quan Le, Hoang-Phuc Nguyen-Dinh, Trong-Thang Pham, Xuan-Vy Nguyen, E-Ro Nguyen, Quoc-Cuong Tran, Hung Tran, Hieu Dao, Mai-Khiem Tran, Quang-Thuc Nguyen, Tien-Phat Nguyen, The-Anh Vu-Le, Gia-Han Diep, Minh N. Do

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020