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publications [2026/07/24 12:59] Quan Thanh Tho [2026] |
publications [2026/09/09 06:24] (current) Quan Thanh Tho [2026] |
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| - | * Xinh T. Le, Quynh T. N. Vo, Nhut V. M. Dang, Thao H. M. Tran, Nhan T. Nguyen, Thinh T. Nguyen, Tho T. Quan, "Conceptual Relationship Between | + | * 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 |
| - | Classical Machine Learning and Graph Neural Networks in Out-of-Distribution Detection: A Comprehensive Survey", //IEEE Access//, (accepted), 2026, SCI-E, Q1 | + | * Dung T. Phan, Quynh T. N. Vo, Long S. T. Nguyen, Phuc T. Dao, Chi N. L. Phan, Tin T. Ngo, Khanh-Lam Duchet, Thi Nguyen, and Tho T. Quan, "TITAN: A Trust-Aware Intelligent Trading Agent for Conversational B2B Negotiation", //Post-publication Issue of the International Conference on Agents and Artificial Intelligence 2026 (ICAART 2026)//, Lecture Notes in Computer Science, 2026 |
| + | * Ha Nguyen, Khoi Nguyen, Phi Bya, Tarik Alafif, Tho T. Quan, Tin Nguyen, "DeOPUS: Cellular Deconvolution via Optimized Power-transformed Unmixing with Shrinkage", //Briefings in Bioinformatics//, 2026, SCIE, Q1 | ||
| + | * Long S. T. Nguyen, Dat T. Huynh, Quynh T. N. Vo, Dang Le, Cong-Duy Nguyen, Anh Tuan Luu, Anh Nguyen-Duc, Tho T. Quan, "Fast and Focused: Interactive Repository-Level Fill-in-the-Middle Code Completion with Hybrid Structural Retrieval", //The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)//, Budapest, Hungary, 2026 (A*) | ||
| + | * Pham Tri Quang, Khoa Tran, Giang Do, Hung Le, Truyen Tran, Tho T. Quan, "SIMPA: Restricting What Experts See, Not What They Produce, in MoE-PEFT", //The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)//, Budapest, Hungary, 2026 (A*) | ||
| + | * Kieu Vo, Tho T. Quan, "SignFML: Gloss-Free Sign Language Production via Multi-Scale Latent Flow Matching", //The 37th British Machine Vision Conference (BMVC 2026)//, Lancaster, UK, 2026 (A) | ||
| + | * Anh Trac Duc Dinh, Anh Duc Le, Tho Quan, "Transporting Concepts Across Languages: Optimal Transport Toward English-Level Performance in Multilingual LLMs", //The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)//, Budapest, Hungary, 2026 (A*) | ||
| + | * Hieu M. Pham, Trung M. Pham, Tuong H. Nguyen, Long S. T. Nguyen, Vi K. Nguyen, Long H. K. Nguyen, Quynh T. N. Vo, Huong T. T. Ha, Tho T. Quan, "Towards Balanced Bias-Variance with SincDualFormer: A Dual-Scale Sinc-Filterbank Transformer Model with SR-BandMix Augmentation for Motor Imagery BCI", //IEEE Journal of Biomedical and Health Informatics (J-BHI)//, SCI, Q1, 2026 | ||
| + | * Huy Nguyen, Chi Phan, Panich Sudkhot, Tho Quan, Chattrakul Sombattheera, "AURORA: Robust Interactive Left-Turn Planning at Unsignalized Intersections for Autonomous Vehicles with Uncertainty and Non-Holonomic Curvature Awareness", //Proceedings of The 19th International Conference on Multi-disciplinary Trends in Artificial Intelligence (MIWAI 2026)//, Nova Scotia, Canada, 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 | ||
| + | * 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) | ||
