Van-Quang Nguyen

27 papers A* 1Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
360° Image Perception with MLLMs: A Comprehensive Benchmark and a Training-Free Method.
CoRR
Huyen T. T. Tran, Van-Quang Nguyen, Farros Alferro, Kang-Jun Liu, Takayuki Okatani
2026 — conf
CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning.
EACL (Volume 1: Long Papers)
Van-Quang Nguyen, Takayuki Okatani
2026 J jnl
CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning.
CoRR
Van-Quang Nguyen, Takayuki Okatani
2025 J jnl
Estimating ultimate axial capacity of cellular steel columns using the finite element method, a hybrid machine learning model, and a new empirical equation.
Adv. Eng. Softw.
Viet-Linh Tran, Van-Quang Nguyen, Le Thanh Hai, Trong-Cuong Vo, Van-Long Phan, Thi-Thu Hien Nguyen, Duy-Duan Nguyen
2025 J jnl
Exploring the Potential of Multi-Modal AI for Driving Hazard Prediction.
IEEE Trans. Intell. Veh.
Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Masahiro Takahashi, Ryoma Niihara, Takayuki Okatani
2025 J jnl
Multimodal artificial intelligence approaches using large language models for expert-level landslide image analysis.
Comput. Aided Civ. Infrastructure Eng.
Kittitouch Areerob, Van-Quang Nguyen, Xianfeng Li, Shogo Inadomi, Toru Shimada, Hiroyuki Kanasaki, Zhijie Wang, Masanori Suganuma, Keiji Nagatani, Pang-jo Chun, Takayuki Okatani
2025 J jnl
Multiple Local-Global Correlation-Based Deep Neural Network with Selective Kernel Attention for Bearing Fault Diagnosis.
Cogn. Comput.
Van-Quang Nguyen, Thi-Thao Tran, Manh-Hung Vu, Van-Truong Pham, Men-Tzung Lo
2025 — conf
TB-Bench: Training and Testing Multi-Modal AI for Understanding Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos.
CVPR Workshops
Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Kentaro Arai, Seiji Totsuka, Hiroshi Ino, Takayuki Okatani
2025 J jnl
TB-Bench: Training and Testing Multi-Modal AI for Understanding Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos.
CoRR
Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Kentaro Arai, Seiji Totsuka, Hiroshi Ino, Takayuki Okatani
2024 J jnl
Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features.
IEEE Trans. Instrum. Meas.
Manh-Hung Vu, Van-Quang Nguyen, Thi-Thao Tran, Van-Truong Pham, Men-Tzung Lo
2024 J jnl
KTVIC: A Vietnamese Image Captioning Dataset on the Life Domain.
CoRR
Anh-Cuong Pham, Van-Quang Nguyen, Thi-Hong Vuong, Quang-Thuy Ha
2023 — conf
A Deep Learning Approach based on MLP-mixer Models for Bearing Fault Diagnosis.
ICSSE
Van-Quang Nguyen, Manh-Hung Vu, Van-Truong Pham, Thi-Thao Tran
2023 — conf
ConvmixFormer-Unet: A New Approach for Medical Image Segmentation based on Convmixer and Transformer.
ICCAIS
Van-Quang Nguyen, Quang-Huy Nguyen, Thi-Thao Tran
2023 J jnl
Leveraging Video Coding Knowledge for Deep Video Enhancement.
CoRR
Thong Bach, Thuong Nguyen Canh, Van-Quang Nguyen
2023 J jnl
Visual Abductive Reasoning Meets Driving Hazard Prediction: Problem Formulation and Dataset.
CoRR
Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Masahiro Takahashi, Ryoma Niihara, Takayuki Okatani
2022 — conf
GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features.
ECCV (36)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2022 J jnl
GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features.
CoRR
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2021 A* conf
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks.
IJCAI
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2021 J jnl
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks.
CoRR
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2020 — conf
Efficient Attention Mechanism for Visual Dialog that Can Handle All the Interactions Between Multiple Inputs.
ECCV (24)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2019 J jnl
Efficient Attention Mechanism for Handling All the Interactions between Many Inputs with Application to Visual Dialog.
CoRR
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2018 — conf
A New Lifelong Topic Modeling Method and Its Application to Vietnamese Text Multi-label Classification.
ACIIDS (1)
Quang-Thuy Ha, Thi-Ngan Pham, Van-Quang Nguyen, Thi-Cham Nguyen, Thi-Hong Vuong, Minh-Tuoi Tran, Tri-Thanh Nguyen
2018 — conf
A New Text Semi-supervised Multi-label Learning Model Based on Using the Label-Feature Relations.
ICCCI (1)
Quang-Thuy Ha, Thi-Ngan Pham, Van-Quang Nguyen, Minh-Chau Nguyen, Thanh-Huyen Pham, Tri-Thanh Nguyen
2017 J jnl
A semi-supervised multi-label classification framework with feature reduction and enrichment.
J. Inf. Telecommun.
Thi-Ngan Pham, Van-Quang Nguyen, Van-Hien Tran, Tri-Thanh Nguyen, Quang-Thuy Ha
2017 J jnl
A semi-supervised multi-label classification framework with feature reduction and enrichment.
J. Inf. Telecommun.
Thi-Ngan Pham, Van-Quang Nguyen, Van-Hien Tran, Tri-Thanh Nguyen, Quang-Thuy Ha
2017 — conf
A study on detection method of vehicle based on lane detection for a driver assistance system using a camera on highway.
ASCC
Van-Quang Nguyen, Changjun Seo, Heungseob Kim, Kwangsuk Boo
2017 — conf
MASS: A Semi-supervised Multi-label Classification Algorithm with Specific Features.
ACIIDS (Extended Posters)
Thi-Ngan Pham, Van-Quang Nguyen, Duc-Trong Dinh, Tri-Thanh Nguyen, Quang-Thuy Ha