Binh T. Nguyen

174 papers A* 5A 3B 11C 21Journal 70Unranked 64

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	DPERC: Direct Parameter Estimation for Mixed Data with Random Missingness. MMM (2) Tuan L. Vo, Uyen Dang, Thu Nguyen, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen
2026	—	`conf`	FIGROTD: A Friendly-to-Handle Dataset for Image Guided Retrieval with Optional Text. MMM (1) Hoang-Bao Le, Allie Tran, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2026	—	`conf`	Fusionista2.0: Efficiency Retrieval System for Large-Scale Datasets. MMM (4) Huy M. Le, Dat Tien Nguyen, Phuc Binh Nguyen, Gia-Bao Le-Tran, Phu Truong Thien, Cuong Dinh, Minh Nguyen, Nga Nguyen, Thuy T. N. Nguyen, Huy Gia Ngo, Tan Nhat Nguyen, Binh T. Nguyen
2026	—	`conf`	Low-Dimension Representation Estimation in Principal Component Analysis Under Missing Data. MMM (2) Thanh Tu Do, Van Hua, Uyen Dang, Thu Nguyen, Steven Hicks, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen
2026	A*	`conf`	Reinforce Trustworthiness in Multimodal Emotional Support System. AAAI Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo, Tuan D. Q. Nguyen, Nguyen Binh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Lizi Liao, Binh T. Nguyen
2026	A*	`conf`	VietCheckMed: Explainable Regulatory Compliance Checking for Medical Advertisements on Vietnamese Social Media. AAAI Nguyen Thanh Tam, Khanh Quoc Tran, Dat Thanh Pham, Truong Phu Le, Nguyen Hoang Gia Han, Binh T. Nguyen
2025	B	`conf`	A RAG Approach for Multi-Modal Open-ended Lifelog Question-Answering. ICMR Quang-Linh Tran, Ngo Ngoc Diep Pham, Quoc Trung Truong, Minh Hung Nguyen, Hong Cat Le, Dang Khoi Vu, Van Minh Thien Nguyen, Van Kinh Nguyen, Luu Phuong Ngoc Lam Nguyen, Tan Le, Minh Phuc Dang, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2025	—	`conf`	Collision-Aware Formation Control of Nano-Quadrotors: Theory and Experiments. COINS Anh Tung Nguyen, Binh T. Nguyen, Truong X. Nghiem, Sung Kyung Hong
2025	J	`jnl`	Concept-based and embedding-based models in lifelog retrieval: an empirical comparison of performance. Int. J. Multim. Inf. Retr. Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
2025	—	`conf`	DCU MemoriEase at the NTCIR-18 Lifelog 6 Task. NTCIR Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2025	J	`jnl`	DPERC: Direct Parameter Estimation for Mixed Data. CoRR Tuan L. Vo, Quan Huu Do, Uyen Dang, Thu Nguyen, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen
2025	—	`conf`	Data Imputation for Noisy Time-Series Data in Healthcare. ICCCI (2) Lien P. Le, Thi Xuan-Hien Nguyen, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen
2025	J	`jnl`	Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends. CoRR Duy M. H. Nguyen, Hasan Md Tusfiqur Alam, Binh T. Nguyen, Devansh Srivastav, Hans-Jürgen Profitlich, Ngan Le, Daniel Sonntag
2025	A	`conf`	DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge Distillation. CIKM Thinh Pham, Nghiem Tuong Diep, Lizi Liao, Binh T. Nguyen
2025	—	`conf`	Distributional Surgery for Language Model Activations. EMNLP (Findings) Bao Nguyen, Binh T. Nguyen, Duy Nguyen, Viet Anh Nguyen
2025	J	`jnl`	FIGROTD: A Friendly-to-Handle Dataset for Image Guided Retrieval with Optional Text. CoRR Hoang-Bao Le, Allie Tran, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2025	J	`jnl`	Fusionista2.0: Efficiency Retrieval System for Large-Scale Datasets. CoRR Huy M. Le, Dat Tien Nguyen, Phuc Binh Nguyen, Gia-Bao Le-Tran, Phu Truong Thien, Cuong Dinh, Minh Nguyen, Nga Nguyen, Thuy T. N. Nguyen, Huy Gia Ngo, Tan Nhat Nguyen, Binh T. Nguyen, Monojit Choudhury
2025	—	`conf`	Fusionista: Fusion of 3-D Information of Video in Retrieval System. MMM (5) Huy M. Le, Dat Nguyen Tien, Khang Le Duy, Tuan Nguyen Dang Quang, Nguyen Khanh Toan, Tuyen Nguyen, Binh T. Nguyen
2025	J	`jnl`	HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation. CoRR Thinh Nguyen, Trung Phan, Binh T. Nguyen, Khoa D. Doan, Kok-Seng Wong
2025	J	`jnl`	Large Language Models for Imbalanced Classification: Diversity makes the difference. CoRR Dang Nguyen, Sunil Gupta, Kien Do, Binh T. Nguyen, Taylor A. Braund, Alexis E. Whitton, Svetha Venkatesh
2025	J	`jnl`	MELCOT: A Hybrid Learning Architecture with Marginal Preservation for Matrix-Valued Regression. CoRR Khang Tran, Hieu Cao, Thinh Pham, Nghiem Tuong Diep, Tri Cao, Binh T. Nguyen
2025	—	`conf`	MOSL: Integrating Multi-omics and Machine Learning to Predict Synthetic Lethality in Cancer Cell Lines. ICCCI (2) Tan Ngoc Pham, Dang Vu, Tien Dang, Binh T. Nguyen, Tuan-Anh Tran
2025	J	`jnl`	Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling. CoRR Phuc Minh Nguyen, Ngoc-Hieu Nguyen, Duy H. M. Nguyen, Anji Liu, An Mai, Binh T. Nguyen, Daniel Sonntag, Khoa D. Doan
2025	C	`conf`	Multi-modal Context Reranking for Lifelog Question Answering. CBMI Quang-Linh Tran, Ly-Duyen Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2025	J	`jnl`	Multimodal missing data in healthcare: A comprehensive review and future directions. Comput. Sci. Rev. Lien P. Le, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen
2025	J	`jnl`	OpenLifelogQA: An Open-Ended Multi-Modal Lifelog Question-Answering Dataset. CoRR Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2025	A*	`conf`	REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis. ACM Multimedia Duy-Cat Can, Quang-Huy Tang, Huong Ha, Binh T. Nguyen, Oliver Y. Chén
2025	J	`jnl`	REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis. CoRR Duy-Cat Can, Quang-Huy Tang, Huong Ha, Binh T. Nguyen, Oliver Y. Chén
2025	J	`jnl`	Reinforcing Trustworthiness in Multimodal Emotional Support Systems. CoRR Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo, Tuan D. Q. Nguyen, Nguyen Binh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Lizi Liao, Binh T. Nguyen
2025	—	`conf`	STER-VLM: Spatio-Temporal with Enhanced Reference Vision-Language Models. ICCVW Tinh-Anh Nguyen-Nhu, Triet Dao Hoang Minh, Dat To-Thanh, Phuc Le-Gia, Tuan Vo-Lan, Binh T. Nguyen
2025	J	`jnl`	Sequence Transferability and Task Order Selection in Continual Learning. CoRR Thinh Nguyen, Cuong N. Nguyen, Quang Pham, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Cuong V. Nguyen
2025	J	`jnl`	The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models. CoRR Phuc Minh Nguyen, Chinh D. La, Duy M. H. Nguyen, Nitesh V. Chawla, Binh T. Nguyen, Khoa D. Doan
2025	—	`conf`	UNION: A Lightweight Target Representation for Efficient Zero-Shot Image-Guided Retrieval with Optional Textual Queries. ICDM (Workshops) Hoang-Bao Le, Allie Tran, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2025	J	`jnl`	UNION: A Lightweight Target Representation for Efficient Zero-Shot Image-Guided Retrieval with Optional Textual Queries. CoRR Hoang-Bao Le, Allie Tran, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2025	—	`conf`	VideoEase at VBS2025: An Interactive Video Retrieval System. MMM (5) Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2025	J	`jnl`	VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis. CoRR Duy-Cat Can, Linh D. Dang, Quang-Huy Tang, Dang Minh Ly, Huong Ha, Guillaume Blanc, Oliver Y. Chén, Binh T. Nguyen
2025	C	`conf`	Vision Projector: Improving Zero-Shot Composed Image Retrieval at Inference. CBMI Hoang-Bao Le, Allie Tran, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2024	J	`jnl`	Accelerating Transformers with Spectrum-Preserving Token Merging. CoRR Hoai-Chau Tran, Duy M. H. Nguyen, Duy M. Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh T. Nguyen, Mathias Niepert
2024	J	`jnl`	Adapting Physics-Informed Neural Networks To Optimize ODEs in Mosquito Population Dynamics. CoRR Dinh Viet Cuong, Branislava Lalic, Mina Petric, Binh T. Nguyen, Mark Roantree
2024	B	`conf`	Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction. IJCNN Tu T. Do, Anh M. Vu, Tuan L. Vo, Hoang Thien Ly, Thu Nguyen, Steven Hicks, Pål Halvorsen, Michael Riegler, Binh T. Nguyen
2024	—	`conf`	Classify Bone Fractures in X-ray Images. CSoNet Tu N. Hoa, An N. Ho, Vi T. N. Ly, Son T. Huynh, Binh T. Nguyen
2024	J	`jnl`	CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition. CoRR Quang Pham, Giang Do, Huy Nguyen, TrungTin Nguyen, Chenghao Liu, Mina Sartipi, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi, Nhat Ho
2024	—	`conf`	Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods. MMM (4) Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen
2024	C	`conf`	Fact-checking for online advertisement posts. PACLIC Tam T. Nguyen, Hao Nguyen Thi Phuong, Truong Phu Le, Binh T. Nguyen
2024	J	`jnl`	Fall detection using mixtures of convolutional neural networks. Multim. Tools Appl. Thao V. Ha, Hoang M. Nguyen, Son H. Thanh, Binh T. Nguyen
2024	C	`conf`	Gender and Dialect Classification for the Vietnamese Language. PACLIC Tran Nguyen, Uyen Nguyen, Thinh Pham, Truc Nguyen, Binh T. Nguyen
2024	J	`jnl`	I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data. CoRR Hoang H. Le, Duy M. H. Nguyen, Omair Shahzad Bhatti, László Kopácsi, Thinh P. Ngo, Binh T. Nguyen, Michael Barz, Daniel Sonntag
2024	J	`jnl`	Intelligent search system for resume and labor law. PeerJ Comput. Sci. Hien D. Nguyen, Vuong T. Pham, Quoc Hung Ngo, Anh T. Huynh, Binh T. Nguyen, José Machado
2024	—	`conf`	Interactive Question Answering for Multimodal Lifelog Retrieval. MMM (5) Ly-Duyen Tran, Liting Zhou, Binh T. Nguyen, Cathal Gurrin
2024	—	`conf`	MemoriEase 2.0: A Conversational Lifelog Retrieve System for LSC'24. LSC@ICMR Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2024	B	`conf`	MemoriLens: a Low-cost Lifelog Camera Using Raspberry Pi Zero. ICMR Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2024	—	`conf`	MemoriQA: A Question-Answering Lifelog Dataset. AIQAM@ICMR Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2024	J	`jnl`	Missing data imputation for noisy time-series data and applications in healthcare. CoRR Lien P. Le, Xuan-Hien Nguyen Thi, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen
2024	J	`jnl`	Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator. CoRR Thinh Nguyen, Khoa D. Doan, Binh T. Nguyen, Danh Le Phuoc, Kok-Seng Wong
2024	J	`jnl`	The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation. IEEE Access Tuan L. Vo, Quan Huu Do, Thu Nguyen, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen
2024	C	`conf`	VidBasys: A User-Friendly Interactive Video Retrieval System for Novice Users in IVR4B. CBMI Thao-Nhu Nguyen, Quang-Linh Tran, Hoang-Bao Le, Binh T. Nguyen, Liting Zhou, Gareth J. F. Jones, Cathal Gurrin
2024	—	`conf`	VideoCLIP 2.0: An Interactive CLIP-Based Video Retrieval System for Novice Users at VBS2024. MMM (4) Thao-Nhu Nguyen, Le Minh Quang, Graham Healy, Binh T. Nguyen, Cathal Gurrin
2024	—	`conf`	Vietnamese Automatic Speech Recognition for Financial Conversation Data. ACIIDS (2) Tung Tran Nguyen Doan, Son Thanh Huynh, An Trong Nguyen, An Tran-Hoai Le, Thuy-An Phan-Thi, Dang T. Huynh, Binh T. Nguyen
2023	J	`jnl`	A Generalization Bound of Deep Neural Networks for Dependent Data. CoRR Quan Huu Do, Binh T. Nguyen, Lam Si Tung Ho
2023	—	`conf`	Adaptive-saturated RNN: Remember more with less instability. Tiny Papers @ ICLR Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen
2023	J	`jnl`	Adaptive-saturated RNN: Remember more with less instability. CoRR Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen
2023	—	`conf`	Air Pollution Forecasting Using Multimodal Data. IEA/AIE (2) Minh-Anh Ton-Thien, Chuong Thi Nguyen, Quang M. Le, Dat Q. Duong, Minh-Son Dao, Binh T. Nguyen
2023	J	`jnl`	Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction. CoRR Tu T. Do, Mai Anh Vu, Hoang Thien Ly, Thu Nguyen, Steven Alexander Hicks, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen
2023	B	`conf`	Causal Deep Operator Networks for Data-Driven Modeling of Dynamical Systems. SMC Truong X. Nghiem, Thang Nguyen, Binh T. Nguyen, Linh Nguyen
2023	J	`jnl`	Conditional expectation for missing data imputation. CoRR Mai Anh Vu, Thu Nguyen, Tu T. Do, Nhan Phan, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen
2023	J	`jnl`	Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods. CoRR Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen
2023	J	`jnl`	FPSRS: a fusion approach for paper submission recommendation system. Appl. Intell. Son Thanh Huynh, Nhi Dang, Dac H. Nguyen, Phong Tan Huynh, Binh T. Nguyen
2023	—	`conf`	Faster Imputation Using Singular Value Decomposition for Sparse Data. ACIIDS (1) Phuc Nguyen, Linh G. H. Tran, Bao H. Le, Thuong H. T. Nguyen, Thu Nguyen, Hien D. Nguyen, Binh T. Nguyen
2023	—	`conf`	HADA: A Graph-Based Amalgamation Framework in Image-text Retrieval. ECIR (1) Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
2023	J	`jnl`	HADA: A Graph-based Amalgamation Framework in Image-text Retrieval. CoRR Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
2023	—	`conf`	Intelligent Retrieval System on Legal Information. ACIIDS (1) Hoang H. Le, Cong-Thanh Nguyen, Thinh P. Ngo, Phu V. Vinh, Binh T. Nguyen, Anh T. Huynh, Hien D. Nguyen
2023	A*	`conf`	Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering. AAAI Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
2023	A*	`conf`	LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. NeurIPS Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2023	J	`jnl`	LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. CoRR Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2023	J	`jnl`	Leaf recognition using convolutional neural networks based features. Multim. Tools Appl. Boi M. Quach, Dinh V. Cuong, Nhung Pham, Dang Huynh, Binh T. Nguyen
2023	J	`jnl`	Learning for Amalgamation: A Multi-Source Transfer Learning Framework For Sentiment Classification. CoRR Cuong V. Nguyen, Khiem H. Le, Anh M. Tran, Quang Hong Pham, Binh T. Nguyen
2023	J	`jnl`	LifeSeeker: an interactive concept-based retrieval system for lifelog data. Multim. Tools Appl. Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Annalina Caputo, Graham Healy, Sinéad Smyth, Minh-Triet Tran, Binh T. Nguyen
2023	—	`conf`	MemoriEase at the NTCIR-17 Lifelog-5 Task. NTCIR Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2023	—	`conf`	MemoriEase: An Interactive Lifelog Retrieval System for LSC'23. LSC@ICMR Quang-Linh Tran, Ly-Duyen Tran, Binh T. Nguyen, Cathal Gurrin
2023	—	`conf`	MyEachtra: Event-Based Interactive Lifelog Retrieval System for LSC'23. LSC@ICMR Ly-Duyen Tran, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2023	J	`jnl`	Myscéal: a deeper analysis of an interactive lifelog search engine. Multim. Tools Appl. Ly-Duyen Tran, Manh-Duy Nguyen, Binh T. Nguyen, Liting Zhou
2023	J	`jnl`	On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. CoRR Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2023	—	`conf`	Ontology-Based Solution for Building an Intelligent Searching System on Traffic Law Documents. ICAART (1) Vuong T. Pham, Hien D. Nguyen, Thinh Le, Binh T. Nguyen, Quoc Hung Ngo
2023	J	`jnl`	Ontology-based Solution for Building an Intelligent Searching System on Traffic Law Documents. CoRR Vuong T. Pham, Hien D. Nguyen, Thinh Le, Binh T. Nguyen, Quoc Hung Ngo
2023	—	`conf`	Principal Components Analysis Based Imputation for Logistic Regression. IEA/AIE (1) Thuong H. T. Nguyen, Bao Le, Phuc Nguyen, Linh G. H. Tran, Thu Nguyen, Binh T. Nguyen
2023	—	`conf`	ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset. MMM (1) Michael A. Riegler, Vajira Thambawita, Ayan Chatterjee, Binh T. Nguyen, Steven Alexander Hicks, Vibeke Telle-Hansen, Svein Arne Pettersen, Dag Johansen, Ramesh C. Jain, Pål Halvorsen
2023	—	`conf`	VAISL: Visual-Aware Identification of Semantic Locations in Lifelog. MMM (2) Ly-Duyen Tran, Dongyun Nie, Liting Zhou, Binh T. Nguyen, Cathal Gurrin
2023	—	`conf`	ViEcomRec: A Dataset for Recommendation in Vietnamese E-Commerce. CSoNet Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
2023	—	`conf`	VideoCLIP: An Interactive CLIP-based Video Retrieval System at VBS2023. MMM (1) Thao-Nhu Nguyen, Bunyarit Puangthamawathanakun, Annalina Caputo, Graham Healy, Binh T. Nguyen, Chonlameth Arpnikanondt, Cathal Gurrin
2022	—	`conf`	A New Approach for Vietnamese Aspect-Based Sentiment Analysis. KSE Bao Hoang Le, Hoang Minh Nguyen, Nhi Kieu-Phuong Nguyen, Binh T. Nguyen
2022	—	`conf`	A Virtual Reality Reminiscence Interface for Personal Lifelogs. MMM (2) Ly-Duyen Tran, Diarmuid Kennedy, Liting Zhou, Binh T. Nguyen, Cathal Gurrin
2022	J	`jnl`	ASMCNN: An efficient brain extraction using active shape model and convolutional neural networks. Inf. Sci. Duy M. H. Nguyen, Duy M. Nguyen, Truong Thanh Nhat Mai, Thu Nguyen, Khanh T. Tran, Anh Triet Nguyen, Bao T. Pham, Binh T. Nguyen
2022	—	`conf`	ATPM-REAP: A Simple and Efficient Address Tracking and Parsing for Vietnamese Real Estate Advertisement Posts. KSE Binh T. Nguyen, Tung Tran Nguyen Doan, Son Thanh Huynh, An Tran-Hoai Le, An Trong Nguyen, Khanh Quoc Tran, Nhi Ho, Trung T. Nguyen, Dang T. Huynh
2022	C	`conf`	An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models. SoMeT Hieu Trung Ung, Quang Huy Ung, Trung T. Nguyen, Binh T. Nguyen
2022	J	`jnl`	An End-to-End Named Entity Recognition Platform for Vietnamese Real Estate Advertisement Posts and Analytical Applications. IEEE Access Binh T. Nguyen, Tung Tran Nguyen Doan, Son Thanh Huynh, Khanh Quoc Tran, An Trong Nguyen, An Tran-Hoai Le, Anh Minh Tran, Nhi Ho, Trung T. Nguyen, Dang T. Huynh
2022	C	`conf`	An Exploration into the Benefits of the CLIP model for Lifelog Retrieval. CBMI Ly-Duyen Tran, Naushad Alam, Yvette Graham, Linh Khanh Vo, Nghiem Tuong Diep, Binh T. Nguyen, Liting Zhou, Cathal Gurrin
2022	C	`conf`	An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices. IEA/AIE Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth, Minh-Triet Tran, Graham Healy, Binh T. Nguyen, Cathal Gurrin
2022	J	`jnl`	An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices. CoRR Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth, Minh-Triet Tran, Graham Healy, Binh T. Nguyen, Cathal Gurrin
2022	J	`jnl`	Bayesian active learning with abstention feedbacks. Neurocomputing Cuong V. Nguyen, Lam Si Tung Ho, Huan Xu, Vu C. Dinh, Binh T. Nguyen
2022	—	`conf`	Building 3 levels of security for traceability using Blockchain 3.0 Generation. RIVF Binh T. Nguyen, Tuan A. Nguyen, Hien Nguyen, Qui Phu Huynh
2022	J	`jnl`	DPER: Direct Parameter Estimation for Randomly missing data. Knowl. Based Syst. Thu Nguyen, Khoi Minh Nguyen-Duy, Duy Ho Minh Nguyen, Binh T. Nguyen, Bruce Alan Wade
2022	J	`jnl`	DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. CoRR Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag
2022	C	`conf`	Drone Detection Using Deep Neural Networks. SoMeT Hoang N. Pham, Huy A. Dinh, Phat Van Thai, Trung T. Nguyen, Binh T. Nguyen
2022	—	`conf`	E-Myscéal: Embedding-based Interactive Lifelog Retrieval System for LSC'22. LSC@ICMR Ly-Duyen Tran, Manh-Duy Nguyen, Binh T. Nguyen, Hyowon Lee, Liting Zhou, Cathal Gurrin
2022	—	`conf`	Enhanced Task-based Knowledge for Lexicon-based Approach in Vietnamese Hate Speech Detection. KSE Suong N. Hoang, Binh T. Nguyen, Nam P. Nguyen, Son T. Luu, Hieu T. Phan, Hien D. Nguyen
2022	J	`jnl`	FPSRS: A Fusion Approach for Paper Submission Recommendation System. CoRR Son T. Huynh, Nhi Dang, Dac H. Nguyen, Phong T. Huynh, Binh T. Nguyen
2022	—	`conf`	Fall Detection Using Multimodal Data. MMM (1) Thao V. Ha, Hoang Nguyen, Son T. Huynh, Trung T. Nguyen, Binh T. Nguyen
2022	J	`jnl`	Fall detection using multimodal data. CoRR Thao V. Ha, Hoang Nguyen, Son T. Huynh, Trung T. Nguyen, Binh T. Nguyen
2022	J	`jnl`	Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering. CoRR Duy M. H. Nguyen, Hoang Nguyen, Mai Thanh Nhat Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
2022	—	`conf`	LLQA - Lifelog Question Answering Dataset. MMM (1) Ly-Duyen Tran, Thanh Cong Ho, Lan Anh Pham, Binh T. Nguyen, Cathal Gurrin, Liting Zhou
2022	J	`jnl`	Learning for amalgamation: A multi-source transfer learning framework for sentiment classification. Inf. Sci. Cuong V. Nguyen, Khiem H. Le, Anh M. Tran, Quang Hong Pham, Binh T. Nguyen
2022	C	`conf`	Multi-class Sentiment Classification for Customers' Reviews. IEA/AIE Cuong T. V. Nguyen, Anh M. Tran, Thao Nguyen, Trung T. Nguyen, Binh T. Nguyen
2022	—	`conf`	Overview of the NTCIR-16 Lifelog-4 Task. NTCIR Liting Zhou, Cathal Gurrin, Graham Healy, Hideo Joho, Binh T. Nguyen, Rami Albatal, Frank Hopfgartner, Duc-Tien Dang-Nguyen
2022	C	`conf`	SEND: A Simple and Efficient Noise Detection Algorithm for Vietnamese Real Estate Posts. PACLIC Khanh Quoc Tran, An Tran-Hoai Le, An Trong Nguyen, Tung Tran Nguyen Doan, Son Thanh Huynh, Bao Hoang Le, Hoang Nguyen Minh, Triet Minh Thai, Hoang Le Huy, Dang T. Huynh, Binh T. Nguyen, Nhi Y. T. Ho, Trung T. Nguyen
2022	—	`conf`	Sentiment Classification for Beauty-fashion Reviews. KSE Linh Quang Tran, Binh Van Duong, Binh T. Nguyen
2022	—	`conf`	SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System. ACIIDS (1) Duc H. Le, Tram T. Doan, Son T. Huynh, Binh T. Nguyen
2022	J	`jnl`	SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System. CoRR Duc H. Le, Tram T. Doan, Son T. Huynh, Binh T. Nguyen
2022	J	`jnl`	TATL: Task agnostic transfer learning for skin attributes detection. Medical Image Anal. Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
2022	J	`jnl`	TaDeR: A New Task Dependency Recommendation for Project Management Platform. CoRR Quynh Nguyen, Dac H. Nguyen, Son T. Huynh, Hoa Khanh Dam, Binh T. Nguyen
2022	B	`conf`	Unequal Covariance Awareness for Fisher Discriminant Analysis and Its Variants in Classification. IJCNN Thu Nguyen, Quang M. Le, Son N. T. Tu, Binh T. Nguyen
2022	J	`jnl`	Unequal Covariance Awareness for Fisher Discriminant Analysis and Its Variants in Classification. CoRR Thu Nguyen, Quang M. Le, Son N. T. Tu, Binh T. Nguyen
2022	—	`conf`	Videofall - A Hierarchical Search Engine for VBS2022. MMM (2) Thao-Nhu Nguyen, Bunyarit Puangthamawathanakun, Graham Healy, Binh T. Nguyen, Cathal Gurrin, Annalina Caputo
2021	C	`conf`	A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval. SoMeT Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
2021	J	`jnl`	A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval. CoRR Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
2021	—	`conf`	A Fusion Approach for Paper Submission Recommendation System. IEA/AIE (2) Son Huynh, Nhi Dang, Phong Huynh, Dac H. Nguyen, Binh T. Nguyen
2021	—	`conf`	A Novel Approach for Enhancing Vietnamese Sentiment Classification. IEA/AIE (2) Cuong V. Nguyen, Khiem H. Le, Binh T. Nguyen
2021	—	`conf`	A VR Interface for Browsing Visual Spaces at VBS2021. MMM (2) Ly-Duyen Tran, Manh-Duy Nguyen, Thao-Nhu Nguyen, Graham Healy, Annalina Caputo, Binh T. Nguyen, Cathal Gurrin
2021	C	`conf`	An Effective AQI Estimation Using Sensor Data and Stacking Mechanism. SoMeT Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Hien D. Nguyen, Minh-Son Dao, Binh T. Nguyen
2021	J	`jnl`	An Effective Leaf Recognition Using Convolutional Neural Networks Based Features. CoRR Boi M. Quach, Dinh V. Cuong, Nhung Pham, Dang Huynh, Binh T. Nguyen
2021	J	`jnl`	An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models. CoRR Hieu T. Ung, Quang Huy Ung, Binh T. Nguyen
2021	—	`conf`	An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction. IEA/AIE (2) Hieu Tran, Cuong V. Dinh, Quang Pham, Binh T. Nguyen
2021	J	`jnl`	An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator. CoRR Cuong V. Nguyen, Tien-Dung Cao, Tram Truong Huu, Khanh N. Pham, Binh T. Nguyen
2021	J	`jnl`	DPER: Efficient Parameter Estimation for Randomly Missing Data. CoRR Thu Nguyen, Khoi Minh Nguyen-Duy, Duy Ho Minh Nguyen, Binh T. Nguyen, Bruce Alan Wade
2021	J	`jnl`	EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data. Inf. Sci. Thu Nguyen, Duy M. H. Nguyen, Huy Nguyen, Binh T. Nguyen, Bruce A. Wade
2021	—	`conf`	Influence Prediction on Social Media Network through Contents and Interaction Behaviors using Attention-based Knowledge Graph. KSE Quan M. Tran, Hien D. Nguyen, Binh T. Nguyen, Vuong T. Pham, Trong T. Le
2021	J	`jnl`	OASIS: An Active Framework for Set Inversion. CoRR Binh T. Nguyen, Duy M. H. Nguyen, Lam Si Tung Ho, Vu C. Dinh
2021	J	`jnl`	Posterior concentration and fast convergence rates for generalized Bayesian learning. CoRR Lam Si Tung Ho, Binh T. Nguyen, Vu C. Dinh, Duy Nguyen
2021	B	`conf`	S2CFT: A New Approach for Paper Submission Recommendation. SOFSEM Dac H. Nguyen, Son Huynh, Phong Huynh, Dinh V. Cuong, Binh T. Nguyen
2021	J	`jnl`	SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs. CoRR Hieu Tran, Long Phan, James T. Anibal, Binh T. Nguyen, Truong-Son Nguyen
2021	—	`conf`	SPBERT: an Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs. ICONIP (1) Hieu Tran, Long Phan, James T. Anibal, Binh T. Nguyen, Truong-Son Nguyen
2021	J	`jnl`	TATL: Task Agnostic Transfer Learning for Skin Attributes Detection. CoRR Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
2020	B	`conf`	A Framework for Paper Submission Recommendation System. ICMR Dinh V. Cuong, Dac H. Nguyen, Son Huynh, Phong Huynh, Cathal Gurrin, Minh-Son Dao, Duc-Tien Dang-Nguyen, Binh T. Nguyen
2020	—	`conf`	A deep learning approach for solving Poisson's equations. KSE Thanh Nguyen, Binh Pham, Trung T. Nguyen, Binh T. Nguyen
2020	C	`conf`	ATGW: A Machine Learning Framework for Automation Testing in Game Woody. SoMeT Thuy Pham, Nhu Nguyen, Tien X. Dang, Linh Nguyen, Binh T. Nguyen
2020	B	`conf`	An Active Learning Framework for Duplicate Detection in SaaS Platforms. ICMR Quy H. Nguyen, Dac H. Nguyen, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, Binh T. Nguyen
2020	C	`conf`	An Efficient Framework for Vietnamese Sentiment Classification. SoMeT Cuong V. Nguyen, Khiem H. Le, Anh M. Tran, Binh T. Nguyen
2020	—	`conf`	An Experiment in Interactive Retrieval for the Lifelog Moment Retrieval Task at ImageCLEFlifelog2020. CLEF (Working Notes) Ly-Duyen Tran, Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
2020	J	`jnl`	Attention with Multiple Sources Knowledges for COVID-19 from CT Images. CoRR Duy M. H. Nguyen, Huong Vu, Binh T. Nguyen, Fabrizio Nunnari, Daniel Sonntag
2020	—	`conf`	DELAFO: An Efficient Portfolio Optimization Using Deep Neural Networks. PAKDD (1) Hieu K. Cao, Han K. Cao, Binh T. Nguyen
2020	—	`conf`	Duplicate Identification Algorithms in SaaS Platforms. ICDAR@ICMR Dac H. Nguyen, Quy H. Nguyen, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, Binh T. Nguyen
2020	J	`jnl`	EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data. CoRR Thu Nguyen, Duy M. H. Nguyen, Huy Nguyen, Binh T. Nguyen, Bruce A. Wade
2020	B	`conf`	Early Unsafety Detection in Autonomous Vehicles. ICCCI Thuy Pham, Tien X. Dang, Nhu Nguyen, Thao Ha, Binh T. Nguyen
2020	—	`conf`	Malware Detection Using System Logs. ICDAR@ICMR Nhu T. Nguyen, Thuy T. Pham, Tien X. Dang, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, Binh T. Nguyen
2020	—	`conf`	Multi-source Machine Learning for AQI Estimation. IEEE BigData Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Dong Bo, Dat Nguyen, Minh-Son Dao, Binh T. Nguyen
2020	J	`jnl`	Posterior concentration and fast convergence rates for generalized Bayesian learning. Inf. Sci. Lam Si Tung Ho, Binh T. Nguyen, Vu C. Dinh, Duy M. H. Nguyen
2020	C	`conf`	S2RSCS: An Efficient Scientific Submission Recommendation System for Computer Science. IEA/AIE Son Huynh, Phong Huynh, Dac H. Nguyen, Dinh V. Cuong, Binh T. Nguyen
2020	C	`conf`	SEED: A Framework for Stress Estimation Using Emotiv Devices. SoMeT Nhung Pham, Thuong Nguyen, Thinh Tran, Trung T. Nguyen, Huong Ha, Binh T. Nguyen
2020	B	`conf`	Vietnamese Food Recognition System Using Convolutional Neural Networks Based Features. ICCCI Hieu T. Ung, Dang Xuan Tien, Thai Van Phat, Trung T. Nguyen, Binh T. Nguyen
2020	B	`conf`	Vietnamese Punctuation Prediction Using Deep Neural Networks. SOFSEM Thuy Pham, Nhu Nguyen, Quang Pham, Han Cao, Binh T. Nguyen
2019	J	`jnl`	An active learning framework for set inversion. Knowl. Based Syst. Binh T. Nguyen, Duy M. H. Nguyen, Lam Si Tung Ho, Vu C. Dinh
2019	—	`conf`	Automatically Generate Hymns Using Variational Attention Models. ISNN (2) Han K. Cao, Duyen T. Ly, Duy M. H. Nguyen, Binh T. Nguyen
2019	J	`jnl`	Bayesian Active Learning With Abstention Feedbacks. CoRR Cuong V. Nguyen, Lam Si Tung Ho, Huan Xu, Vu C. Dinh, Binh T. Nguyen
2019	C	`conf`	IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons. SoMeT Han Cao, Binh T. Nguyen, Huy Nguyen, Thanh Pham, Lam Do
2019	—	`conf`	Punctuation Prediction for Vietnamese Texts Using Conditional Random Fields. SoICT Quang Hong Pham, Binh T. Nguyen, Nguyen Viet Cuong
2018	C	`conf`	A Deep Learning based Food Recognition System for Lifelog Images. ICPRAM Binh T. Nguyen, Duc-Tien Dang-Nguyen, Dang Xuan Tien, Thai Van Phat, Cathal Gurrin
2018	C	`conf`	OASIS: An Active Framework for Set Inversion. SoMeT Binh T. Nguyen, Duy M. H. Nguyen, Lam Si Tung Ho, Vu C. Dinh
2017	A	`conf`	3D-Brain Segmentation Using Deep Neural Network and Gaussian Mixture Model. WACV Duy M. H. Nguyen, Huy T. Vu, Quang Huy Ung, Binh T. Nguyen
2017	—	`conf`	A potential approach for emotion prediction using heart rate signals. KSE Nam T. Nguyen, Nhan V. Nguyen, My Huynh T. Tran, Binh T. Nguyen
2017	A	`conf`	Demo: Fusing Mobile Sensors for Paper Keyboard On-the-Go. MobiSys Anh Nguyen, Duy Nguyen, Nhan Nguyen, Ashwin Ashok, Binh T. Nguyen, Bao Pham, Tam Vu
2017	—	`conf`	Vietnamese food recognition using convolutional neural networks. KSE Thai Van Phat, Dang Xuan Tien, Quang Pham, Nguyen Pham, Binh T. Nguyen
2016	—	`conf`	Fast learning rates with heavy-tailed losses. NIPS Vu C. Dinh, Lam Si Tung Ho, Binh T. Nguyen, Duy M. H. Nguyen
2016	J	`jnl`	Fast learning rates with heavy-tailed losses. CoRR Vu C. Dinh, Lam Si Tung Ho, Duy M. H. Nguyen, Binh T. Nguyen
2015	C	`conf`	Learning from Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers. TAMC Vu C. Dinh, Lam Si Tung Ho, Viet Cuong Nguyen, Duy M. H. Nguyen, Binh T. Nguyen
2015	—	`conf`	Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields. NEWS@ACL Quang Hong Pham, Minh Le Nguyen, Binh T. Nguyen, Nguyen Viet Cuong