Van-Quang Nguyen

27 papers A* 1Journal 16Unranked 10

Year	Rank	Type	Title / 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