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publications [2026/09/10 10:03] Quan Thanh Tho [2026] |
publications [2026/10/21 07:48] (current) Quan Thanh Tho [2026] |
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| + | * Thi Ty Nguyen, Long S. T. Nguyen, Phat T. Tran-Truong, Tan Sang Nguyen, Tho T. Quan, "Bahnar–Vietnamese Parallel-Sentence Retrieval: A Low-Resource Case Study with Lexical, Neural, and Hybrid Methods", //The 5th Asia-Pacific Chapter of the Association for Computational Linguistics & the 15th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2026)//, Hengqin, China | ||
| + | * Duong Ho Nam, Truong Quang Khai, Ngo Ngoc Trieu Man, Phan Tran Minh Khue, Quan Thanh Tho, Vo Duc Chien, Luong Cong Minh, Tran Quyen Vu, "Bridging the Sim-to-Real Gap: Infrastructure and Interaction Barriers for Autonomous Medical Robots", //AI4Health 2026: From Vision to Impact//, Hanoi, Vietnam, 2026 (in Vietnamese) | ||
| + | * Anh Duc Le, Hieu D. Tran, Anh Trac Duc Dinh, Nhat Tri Ho, Thanh Thi Xuan Lam, Tho T. Quan, "Bridging the Past: A Comprehensive Survey on the Recognition of Japanese Historical Documents", //International Journal on Digital Libraries//, ESCI, 2026 | ||
| + | * Pasquale De Luca, Emanuel Di Nardo, Tho Thanh Quan, Angelo Ciaramella, "Adaptive Gaussian Kolmogorov–Arnold Networks as a Least-Squares Trial Space for A Posteriori Error Control", //The 15th International Conference on Computational Science and Network Intelligence (CSoNet 2026)//, Hochiminh, Vietnam, 2026 | ||
| + | * Pham Tien Phuc, Tho T. Quan, Vinoth Nageshwaran, Ngo Trung Tin, Huy G. Nguyen, Duong Phu Bao, Soundararajan Ezekiel, "Predictive Sensitivity and Conditional CAM Stability under Controlled Image Transformations: Evidence from Tomato Leaf Disease Classification", //The 15th International Conference on Computational Science and Network Intelligence (CSoNet 2026)//, Hochiminh, Vietnam, 2026 | ||
| + | * Binh Nguyen, Hien Le, Anh Huynh, Quan Bui, Dang Le, Tho Quan, "Quizum: A lightweight End-to-End Pipeline for Instructional-Video Summarization and Quiz Generation", //The 15th International Conference on Computational Science and Network Intelligence (CSoNet 2026)//, Hochiminh, Vietnam, 2026 | ||
| + | * Quan Thi Khac, Duy Tran Ngoc, Dang Le, Tho T. Quan, "When Does Adaptive-k Retrieval Require Expansion? Benefit-Aware Depth Control for Vietnamese FAQ Retrieval", //The 15th International Conference on Computational Science and Network Intelligence (CSoNet 2026)//, Hochiminh, Vietnam, 2026 | ||
| + | * Van Tien Nguyen, Thai Hoai Nam Nguyen, Minh Thai Nguyen, Fabien Baldacci, Thanh Tho Quan, "AirEx-Net: 3D Pulmonary Airway Tree Segmentation from CT Images", //The 15th International Conference on Computational Science and Network Intelligence (CSoNet 2026)//, Hochiminh, Vietnam, 2026 | ||
| + | * Nhat-Tan Vo, Dan-Chi Le Truong, Thai Hoai Nam Nguyen, Nguyen Khanh, Hieu Hoang Tran Nguyen, Quynh Vo, Tien-Dung Cao, Tho T. Quan, Thai Nguyen, "FALCON: Adaptive Federated LoRA via Agent-Guided Selective Sharing", //The 15th International Conference on Computational Science and Network Intelligence (CSoNet 2026)//, Hochiminh, Vietnam, 2026 | ||
| + | * Van Tien Nguyen, Jinhyun Ahnc, Myoung-Jae Shind, Van Quang Vinh Le, Thanh Tuan Thai, Ji Eun Parkg, Sheikh Mansoorh, Thanh Tho Quan, Yong Suk Chung, "High-Throughput Morphological Analysis of Barley Grains Using Deep Learning-Driven Key Point Detection", //Journal of Integrative Agriculture//, SCI-E, Q1, 2026 | ||
| + | * Tam Minh Nguyen, Tuan Duc Ngo, Hung Huu Pham, Tho Thanh Quan, "Explainable Multi-planar Multi-slice Learning for Efficient 3D MRI Knee Osteoarthritis Classification", //Journal of Imaging Informatics in Medicine //, SCI-E, Q1, 2026 | ||
| * Khang Nhat Hoang Vo, Tam Minh Chu, Anh Trac Duc Dinh, Thuyen Vinh Ha Bui, Tho T. Quan, "Causal Episodic Memory for Feedback-Driven Agent Repair", //Second Workshop for Research on Agent Language Model (REALM 2026), workshop at the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)//, Budapest, Hungary, 2026 | * Khang Nhat Hoang Vo, Tam Minh Chu, Anh Trac Duc Dinh, Thuyen Vinh Ha Bui, Tho T. Quan, "Causal Episodic Memory for Feedback-Driven Agent Repair", //Second Workshop for Research on Agent Language Model (REALM 2026), workshop at the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)//, Budapest, Hungary, 2026 | ||
| * TRONG LE, PHAT THAI, NGAN PHAM, MINH HUA, THANG BUI, THO QUAN, TUAN BUI, "Symbolic-JEPA: Where Symbolic AI Meets Joint-Embedding Predictive Architecture for NL–FOL Conversion", //Transactions on Intelligent Systems and Technology//, SCI-E, Q1, 2026 | * TRONG LE, PHAT THAI, NGAN PHAM, MINH HUA, THANG BUI, THO QUAN, TUAN BUI, "Symbolic-JEPA: Where Symbolic AI Meets Joint-Embedding Predictive Architecture for NL–FOL Conversion", //Transactions on Intelligent Systems and Technology//, SCI-E, Q1, 2026 | ||
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| * Huy Le, Phong Nguyen, Hao Do, Tuan Nguyen, Thien Pham, Anh Nguyen-Duc, Tho Quan, "CodeLSI: Leveraging Foundation Models for Automated Code Generation with Low-Rank Optimization and Domain-Specific Instruction Tuning", //Array//, SCI-E, Q1, 2026 | * Huy Le, Phong Nguyen, Hao Do, Tuan Nguyen, Thien Pham, Anh Nguyen-Duc, Tho Quan, "CodeLSI: Leveraging Foundation Models for Automated Code Generation with Low-Rank Optimization and Domain-Specific Instruction Tuning", //Array//, SCI-E, Q1, 2026 | ||
| * Hung Pham, Dat Tran, Anh Huynh, Tam Nguyen, Hieu Phan, Tho Quan, "Cross-modal Semantic Prompting with X-ray for MRI-based Knee Osteoarthritis Diagnosis ", //Proceedings of 23rd Advanced Concepts for Intelligent Vision Systems (ACIVS 2026)//, Okinawa, Japan, 2026 | * Hung Pham, Dat Tran, Anh Huynh, Tam Nguyen, Hieu Phan, Tho Quan, "Cross-modal Semantic Prompting with X-ray for MRI-based Knee Osteoarthritis Diagnosis ", //Proceedings of 23rd Advanced Concepts for Intelligent Vision Systems (ACIVS 2026)//, Okinawa, Japan, 2026 | ||
| - | * Mao Nguyen, Thien Pham, Long S. T. Nguyen, Dang Le, Trung M. Pham, Hieu M. Pham, Duc Q. Nguyen, Xinh Le, Anh H. Huynh, Triet T. M. Le, Tho T. Quan, "Conceptual Relationship Between Classical Machine Learning and Graph Neural Networks in Out-of-Distribution Detection: A Comprehensive Survey", //IEEE Access//, , 2026, SCI-E, Q1 | + | * Mao Nguyen, Thien Pham, Long S. T. Nguyen, Dang Le, Trung M. Pham, Hieu M. Pham, Duc Q. Nguyen, Xinh Le, Anh H. Huynh, Triet T. M. Le, Tho T. Quan, "Conceptual Relationship Between Classical Machine Learning and Graph Neural Networks in Out-of-Distribution Detection: A Comprehensive Survey", //IEEE Access//, 2026, SCI-E, Q1 |
| * Xinh T. Le, Quynh T. N. Vo, Nhut V. M. Dang, Thao H. M. Tran, Nhan T. Nguyen, Thinh T. Nguyen, Tho T. Quan, "FROG: Fuzzy Reasoning Over Graphs for Robust Visual Question Answering", //Proceedings of The 12th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2026)//, Quynhon, Vietnam, 2026 | * Xinh T. Le, Quynh T. N. Vo, Nhut V. M. Dang, Thao H. M. Tran, Nhan T. Nguyen, Thinh T. Nguyen, Tho T. Quan, "FROG: Fuzzy Reasoning Over Graphs for Robust Visual Question Answering", //Proceedings of The 12th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2026)//, Quynhon, Vietnam, 2026 | ||
| * Huu-Thanh Phan, Xuan-Bach Le, Tho Quan, "Uncertainty-Aware Forecasting and Inventory Optimization for ATM Cash Management in Vietnam", //Proceedings of The 17th FLINS Conference & the 21st ISKE Conference: Machine Learning and Knowledge Engineering for Decision Making (FLINS-ISKE 2026)//, Sydney, Australia, 2026 (Best Student Paper Award) | * Huu-Thanh Phan, Xuan-Bach Le, Tho Quan, "Uncertainty-Aware Forecasting and Inventory Optimization for ATM Cash Management in Vietnam", //Proceedings of The 17th FLINS Conference & the 21st ISKE Conference: Machine Learning and Knowledge Engineering for Decision Making (FLINS-ISKE 2026)//, Sydney, Australia, 2026 (Best Student Paper Award) | ||
