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 (ICAART), 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
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)
Dung Nguyen, Vu Bui, Tu Pham, Chinh Tran, Phat Tran, Vu Khanh Ngo Tan, Tho Quan, “vnCyberURL: A Lightweight Semi-SupervisedFramework for Malicious
URL Detection in the Vietnamese Landscape”,
The Proceedings of the 4th International Conference on Intelligent System (ICIS-2026), Hanoi, Vietnam, 2026
Thao Le, Quang Doan, Tien Nguyen, Khanh Nguyen, Phu Nguyen, Quynh Vo, Tho Quan, “DOME: Parameter-Efficient Adaptation of Vision-Language Models with Set-of-Mark Prompting for Desktop Office UI Automation”, The Proceedings of the 4th International Conference on Intelligent System (ICIS-2026), Hanoi, Vietnam, 2026
Xinh Le, Tien-Thinh Nguyen, Tho Quan, “Applying Multimodal Large Language Models for Visual Question Answering: Toward Vietnamese Educational Reasoning Systems”, International Journal of Innovative Computing (IJIC), 16(1), pp. 109−114,2026
Dung-Cam Quang, Xuan-Bach Le, Tho Quan, “Towards Resource-Constrained Event Extraction: A Knowledge-Augmented Framework for Overcoming Challenges in Vietnamese NLP”, International Journal of Innovative Computing (IJIC), 16(1), pp. 79−85,2026
Phung T. Huynh, Quan M. Bui, Nhan T. Nguyen, Fabien Baldacci, Tho T. Quan, “A Multi-Agent Framework for Enhanced Tailored Instruction and Student-Centric Personalization: The Case of a Technical University”, Proceedings of 20th International Congress on Advanced Applied Informatics (IIAI AAI 2026), Fukui, Japan,2026
Bao Le, Anh Nguyen, Hung Luu, Tho Quan, “T-HiGra: Temporal Reasoning over Hierarchical Knowledge Graphs for Time-Constrained Open-Domain QA”, Proceedings of The 28th International Symposium on Methodologies for Intelligent Systems (ISMIS 2026), Lyon, France
Thao Nguyen,Thao H. M. Tran, Tuan Anh Pham, Van Anh Hoang, Tho Quan, “Domain-Adaptive Language Models for Vietnamese Voice-Based Multi-Turn E-Commerce Dialogue”, Proceedings of The 2026 National Scientific Conference on ICT: Information and Communication Technology in the Era of Artificial Intelligence and Comprehensive Digital Transformation (ICT 2026), Dong Thap, Vietnam
Nguyen Duc Tai, Surya Hanjaya, Quan Thanh Tho, “Trajectory Optimization of the Pioneer 3-DX Mobile Robot Using Genetic Algorithm with Dynamic Constraints”, Proceedings of The 2nd International Conference on Intelligent Aerial Access and Applications (IAAA 2026), Hochiminh City, Vietnam, 2026
Huynh Nga, Bui Dac Hung, Vo Tran Minh Hieu, Bui Minh Quan, Nguyen Phuc Thinh, Phan Ngoc Quynh Trang, Nguyen Ngo Bao, Bui Cong Bang, Nguyen Van Quang Anh, Nguyen Song Thien Long, “PostVTON: A Post-Processing System for Quality Control in Virtual Try-On”, Proceedings of The 2026 National Scientific Conference on ICT: Information and Communication Technology in the Era of Artificial Intelligence and Comprehensive Digital Transformation (ICT 2026), Dong Thap, Vietnam (in Vietnamese)
Quyen Tran, An Truong, Phuong Nguyen, Khoa Nguyen, Huy Vu, Ngoc Ho, Phong Nguyen, Hai Ha, Trong Nhan Le, Quan Thanh Tho, “MARS: Lightweight Multi-task Mamba for Joint Dynamic-Collision and Trajectory Prediction in Mapless Navigation”, Proceedings of The 2nd International Conference on Intelligent Aerial Access and Applications (IAAA 2026), Hochiminh City, Vietnam, 2026
Phat Thai, Trong Le, Tuan Bui, Thang Bui, Tho Quan, “SymR: Symbolic Reasoning Chain Generation for Multi-Hop Question Answering”, Proceedings of The 15th Conference on Information Technology and its Applications (CITA 2026), Quang Ninh, Vietnam, 2026
Hieu Trung Phan, Hung Huu Pham, Dat Thanh Nguyen, Tuan Trung Nguyen, Han Nho Le, Du Quang Thai, Triet Minh Tran, Tho Thanh Quan, “Explainable multimodal knee osteoarthritis diagnosis from X-ray images using anomaly detection with clinical and structural biomarkers”, Scientific Reports, 2026 (Q1)
Long Do, Tho Quan, “Improving User Intent Understanding with Contextual Transforming Query Embeddings”, Proceedings of The 15th Conference on Information Technology and its Applications (CITA 2026), Quang Ninh, Vietnam, 2026
Tho Tran Huu, Huu-Tuan Nguyen, Thien-Hai Nguyen, Nhat-Tri Ho, Viet-Hoang Tran, Tho Quan, Tan Minh Nguyen, “Geometric and Stochastic Analysis of Discontinuities in Sparse Mixture-of-Experts”, Proceedings of The Forty-Third International Conference on Machine Learning (ICML 2026), Seoul, South Korea, 2026, (A*)
Phat Thai, Trong Le, Thang Bui, Tho Quan, Tuan Bui, “NeuroPath: Stepwise Knowledge Graph Reasoning with Neural Intelligence”, Proceedings of The 2nd International Conference on Computational Intelligence in Engineering Science (ICCIES 2026), Khanh Hoa, Vietnam, 2026
Anh Trac Duc Dinh, Khang Hoang Nhat Vo, Tai Tien Ta, Vinh Cong Doan, Tho Quan, “When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond”,
Proceedings of The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), San Diego, USA, 2026 (A*)
Lu Xuan Minh, Huynh Ngoc Duy Khuong, Nguyen Hong Minh, Nguyen Minh Nhut, Trinh Long Phat, Nguyen Ngoc Vinh, Trinh Cao An, Bui Thi Thanh Tuyen, Tho Quan, Truong P. Hua, “A Multi-Agent Framework for Factuality Hallucination Detection using Complex Knowledge Graph”, Proceedings of The 17th FLINS Conference & the 21st ISKE Conference: Machine Learning and Knowledge Engineering for Decision Making (FLINS-ISKE 2026), Sydney, Australia, 2026
Duy Pham, Ai Tang, Nhi Nguyen, Duc Nguyen, Tho Quan, “SiTeBERT: Pose-based Transformer with Temporal Downsampling for Isolated Sign Language Recognition”, Proceedings of The 39th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA/AIE 2026, Malaysia, 2026
Dung-Cam Quang, Vinh Q. Vo, Xuan-Bach Le, Tho Quan, “The Paradigm Shift in Event Extraction: An In-Depth Overview with Large Language Models”, Proceedings of The 39th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA/AIE 2026, Malaysia, 2026
Thao H. M. Tran, Quynh T. N. Vo, Chi N. L. Phan, Tho T. Quan, “SaltGuard: A Reproducible Data-to-Model System for Enhancing Salinity Intrusion Analysis in the Mekong Delta”, Proceedings of The 39th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA/AIE 2026, Malaysia, 2026
Xinh T. Le, Quynh T. N. Vo, Thao H. M. Tran, Thinh T. Nguyen, Tho T. Quan, “A Comprehensive Survey on Multimodal Large Language Models for Educational Visual Question Answering: Towards Vietnamese Reasoning Systems”, Proceedings of The 39th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA/AIE 2026, Malaysia, 2026
Long S. T. Nguyen, Tin T. Ngo, Dung N. H. Le, Quynh T. N. Vo, Dung H. Nguyen, Khang N. Le, Tho T. Quan, “A Benchmark for Structured Multihop Reasoning in Cross-Institution University Admission Advisory Question Answering”, Proceedings of Workshop on Autonomous Machine Intelligence From Theory to Practice (AMI-PAKDD 2026), Hong Kong, China, June 9-12, 2026
Lu Giang Đinh, Thanh Tho Quan, Tran Quy Nguyen, “Registers in the Bahnar dialects in Vietnam: A sociophonetic study”, Asia-Pacific Language Variation, 12(1), pp.39–71, 2026
Quoc Phu Dang, Phat T. Tran-Truong, Duc-Ly Vu, Long S.T. Nguyen, Quynh T. N. Vo, Tho Quan,”Enhancing Large Language Model Performance for Automatic Zero-Shot Multiple-Choice Question Answering via Single-Token Logit Prompting”,
Computers & Education: Artificial Intelligence, (SCIE, Q1, Top 1 in Artificial Intelligent:
https://www.scimagojr.com/journalrank.php?category=1702,Top 2 in Education:
https://www.scimagojr.com/journalrank.php?category=3304),2026
Hao T. N. Huynh, Long S. T. Nguyen, Nam H. Nguyen, Hoang M. Nguyen, Tho T. Quan, “A Two-Stage Vietnamese Spelling Correction Pipeline Combining Underthesea and BARTpho”, VNU Journal of Science: Computer Science and Communication Engineering, 2026
Vuong M. Ngo, Quynh N.T. Vo, Phong N.H. Nguyen, Hoang T.H. Cao, Tho T. Quan, Mark Roantree, “A Multi-Modal Logistic Regression Model for Dyslexia Detection Using Eye-Tracking and EEG Signals”, The 20th International Conference on Knowledge Management in Organizations (KMO2026), Manila, Philippines, 2026
Phong Chung, Kha Le-Minh, Xuan-Bach Le, Tho Quan, “VSLIM: A Vietnamese Explicit Slot-Intent Mapping for Joint Multi-Intent Detection and Slot Filling”, The 18th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2026), Kaohsiung, Taiwan, 2026
Khoa Phan, Xuan-Bach Le, Tho Quan, “SBV-LawGraph: A Hybrid RAG Approach Integrating Knowledge Graph for the State Bank of Vietnam Legal Documents”, The 18th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2026), Kaohsiung, Taiwan, 2026
Long S. T. Nguyen, Quan M. Bui, Tin T. Ngo, Quynh T. N. Vo, Dung N. H. Le, Tho T. Quan,”ViHERMES: A Graph-Grounded Multihop Question Answering Benchmark and System for Vietnamese Healthcare Regulations”, The 18th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2026), Kaohsiung, Taiwan, 2026
Phat Trien Thai, Thanh Tho Quan, “ViQR-Decider: Lightweight Vietnamese Query Rewriting with Decider Tokens and Synthetic Data”, The 18th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2026), Kaohsiung, Taiwan, 2026
Chu Minh Tam, Pham Le Ngoc Ngan, Hua Tue Minh, Nguyen Xuan An, Nguyen Phuc Thinh, Le Ngoc Hung Dung, Nguyen Song Thien Long, Bui Cong Tuan, Quan Thanh Tho, “BKAlign: A Context-Enriched Semantic Ranking Framework for Vietnamese Entity-Relation Alignment with Knowledge Graph Constraints”, FISU Joint Conference on Artificial Intelligence (FJCAI 2026), Can Tho, Vietnam, 2026 (in Vietnamese)
Long Nguyen, Tho Quan, “Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains”, The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), Morocco, 2026 (A-ranked)
Fengjun Pan, Xiaobao Wu, Tho Quan, Anh Tuan Luu, “Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection”,
The 2026 ACM Web Conference (WWW 2026), Dubai, United Arab Emirates, 2026 (A-ranked conf.)
Hung Luu, Long Nguyen, Trung Pham, Hieu Pham, Tho Quan, “HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering”, The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), Morocco, 2026 (A-ranked)
Dung T. Phan, Chi N. L. Phan, Long S. T. Nguyen, Phuc T. Dao, Quan M. Bui, Tin T. Ngo, Thi T. Nguyen, Tho T. Quan, “MAFIA-NeT: Multi-Agent Framework for Interactive Agricultural Negotiation and Trading Systems”, Proceedings of The 18th International Conference on Agents and Artificial Intelligence (ICAART 2026), Spain, 2026
Long Nguyen, Duc Nguyen, Quan Bui, Dung Phan, Dung Le, Khanh Nguyen, Quynh Vo, Khang Vo, Nam Duong, Anh Dinh, Tri Trinh, Chi Phan, An Nguyen, Thai Nguyen, Dang Le, Vinh Dang, Tho Quan, “Catching the First Light of Tomorrow: A Hackathon-Based Framework for Introducing High School Students to AI Agents”, Proceedings of The 16th Symposium on Educational Advances in Artificial Intelligence, co-located with The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026), Singapore, 2026 (A-ranked Conf.)