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publications [2025/04/16 17:40] Quan Thanh Tho [2025] |
publications [2025/12/08 12:23] (current) Quan Thanh Tho [2025] |
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| - | * Hung D. Bui, Phuc P. H. Nguyen, Vinh Q. Dang, Nga Huynh, Hung D. Vo, Long S. T. Nguyen, Tho T. Quan, "Auto-ARM: An Autonomous Adaptive Mask Refinement Mechanism for Enhancing Naturalness in Virtual Try-On Models", //Proceedings of 14th Conference on Information Technology and its Applications (CITA 2025)//, Phnom Penh, Cambodia | + | * Tho Nguyen, Long Le, Hai Nguyen, Vuong Phuong, Anh Bui, Thien Pham, Tho Quan, "Towards a Real-Time and Compact Low-Light Image Enhancement Method Using Deep Learning on ESP32-S3-EYE", //The 18th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2025),// Hochiminh City, Vietnam, 2025, Hanoi, Vietnam, 2025 |
| + | * Qui Ngoc Nguyen, Khanh-An C. Quan, Tho Thanh Quan, "Analyzing Multi-Label Sentiment in Educational Feedback: A Case Study in Higher Education", //The 20th International Conference on Ubiquitous Information Management and Communication//, Hanoi, Vietnam, 2025 | ||
| + | * Long S. T. Nguyen, Quynh T. N. Vo, Hung C. Luu, Tho T. Quan, "When in Doubt, Ask First: A Unified Retrieval Agent-Based System for Ambiguous and Unanswerable Question Answering", //The 14th International Joint Conference on Natural Language Processing & The 4th Asia-Pacific Chapter of the Association for Computational Linguistics, 2025 (IJCNLP & AACL 2025)//, Mumbai, India, 2025 | ||
| + | * Hua Phuoc Truong, Ha Xuan Son, Le Ngoc Hung Dung, Vu Huy Hoang, Nguyen Song Thien Long, Quan Thanh Tho, "Preventing Large-Scale Internet Broadcast Signal Piracy Using Digital Watermarking", //Proceedings of National Conference on Electronics, Communications and Information Technology - REV-ECIT//, Hanoi, Vietnam, 2025 (in Vietnamese) | ||
| + | * Nhan Vo, Nhat Truong, Tuan Bui, An Nguyen, Khang Huynh, Tho Quan, Thang Bui, "Enhancing Link Prediction with Attentive-HINGE: A Vietnamese Case Study in Educational Knowledge Graphs", //The 5th Workshop on Knowledge Graphs and Big Data (KGBigData2025) at The 2025 IEEE International Conference on Big Data (IEEE BigData 2025)//, Macau SAR, China, 2025 | ||
| + | * Long S. T. Nguyen, Quynh T. N. Vo, Thi T. Nguyen, Tho T. Quan, "URAG 2.0: An Agentic Dual Retrieval Framework for Enhanced Reasoning in RAG-based QA Systems", //The 14th International Symposium on Information and Communication Technology (SOICT 2025),// Nhatrang, Vietnam, 2025 | ||
| + | * Nguyen Quang Duc, Mai Thanh Phong, Quan Thanh Tho, Vo Thanh Hang, Bui Ngo Hoang Long, Phan Quoc Long, Le Do Thanh Binh, Nguyen Thanh Luu, "Real-time system for converting sign language into text and speech", //Exclusive Patent//, issued by Intellectual Property Office, Ministry of Science and Technology of Vietnam, 2025 | ||
| + | * Tai Q. To, Long S. T. Nguyen, Hung C. Nguyen, Nguyen B. Le, Tam M. Nguyen, Tung T. Nguyen, Chattrakul Sombattheera, Tho T. Quan, "AI Conferences Made Easy by AI - A Case Study at MIWAI 2025", //2025 RIVF International Conference on Computing and Communication Technologies (RIVF 2025),// Hochiminh, Vietnam, 2025 | ||
| + | * Quynh T. N. Vo, Dung T. Phan, Tho T. Quan, "Scene Graph for Vietnamese Video Understanding: An Agentic Approach with Reasoning", //The 14th International Symposium on Information and Communication Technology (SOICT 2025),// Nhatrang, Vietnam, 2025 | ||
| + | * Hieu M. Pham, Trung M. Pham, Vi K. Nguyen, Long S. T. Nguyen, Truong D. Tran, Duc Q. Nguyen, Tuong H. Nguyen, Long H. K. Nguyen, Huong T. T. Ha, Tho T. Quan, "GAFB-MKL: Adaptive Filter Banks via Genetic Algorithm and Sparse Multiple Kernel Learning for EEG-based Motor Imagery Classification", //The 14th International Symposium on Information and Communication Technology (SOICT 2025),// Nhatrang, Vietnam, 2025 | ||
| + | * Long S. T. Nguyen, Hung C. Luu, Quynh T. N. Vo, Hy N. G. La, Hoai M. Tran, Anh T. D. Dinh, Tuan H. Nguyen, Tri N. Ho, Tho T. Quan, "Can Small Language Models Handle Vietnamese Legal Reasoning? Insights from Multi-Task Evaluation", //The 11th International Workshop on Vietnamese Language and Speech Processing (VLSP 2025), workshop at The 18th International Natural Language Generation Conference (INLG 2025),// Hanoi, Vietnam, 2025 | ||
| + | * Tam M. Nguyen, Tung T. Nguyen, Tho T. Quan, "A Two-Stage Fuzzy-Guided Genetic Algorithm for University Timetabling with LLM-Based Preference Parsing", //The 18th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2025),// Hochiminh City, Vietnam, 2025 | ||
| + | * Tam T. T. Le, Quy T. Nguyen, Long S. T. Nguyen, Tho T. Quan, "An Optimality-Theoretic Analysis of Vietnamese Loanwords in Bahnar", //Eurasian Journal of Applied Linguistics,// (Q2-SCImago), 2025 | ||
| + | * Dang Le Nguyen Hai, Khang Vo Hoang Nhat, Minh Nguyen Le, Tho Quan Thanh, "Multimodal Large Language Model for out-of-context Problems in Fake News Detection", //The 17th International Conference on Knowledge and Systems Engineering (KSE 2025),// Dalat, Vietnam, 2025 | ||
| + | * Vinh Q. Vo, Bao G. Quach, Quyen T. Bui, Khai Q. Truong, Long S. T. Nguyen, Fabien Baldacci, Tho T. Quan, "Towards Cost-Effective Voice Cloning System for Vietnamese TTS: A Case Study at HCMUT", //The 18th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2025),// Hochiminh City, Vietnam, 2025 | ||
| + | * Phuc Do, Chan Nguyen, Binh Nguyen, Tuong Le, Thang Huynh, Thanh Nguyen, Sang Ha, Trung Nguyen, Tho Nguyen, Thien Pham, Tho Quan, "Efficient FPGA-Based Hardware Noise Filtering and Real-Time Motion Detection Using RE200B Sensor on Trion T8 BGA81", //The First International Conference On Computational Intelligence In Engineering Science (ICCIES 2025)//, Hochiminh, Vietnam, 2025 | ||
| + | * Quynh Vo, Xinh Le, Thao Tran, Tho Quan, "ViPPS: Building a Multimodal Dataset for Physics Problem Solving in Vietnamese", //The 18th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2025),// Hochiminh City, Vietnam, 2025 | ||
| + | * Trung M. Pham, Hieu M. Pham, Vi K. Nguyen, Truong D. Tran, Long S. T. Nguyen, Duc Q. Nguyen, Huong T. T. Ha, Tho T. Quan, "FA-GPNet: When Gaussian Process Meets Auto-Encoder and FBCSP - A Hybrid Model for Motor Imagery Classification", //The 18th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2025),// Hochiminh City, Vietnam, 2025 | ||
| + | * Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen,Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah, Lorenzo Di Rocco, Tho T. Quan, "Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025", //The 4th Italian Conference on Big Data and Data Science (ITADATA 2025)//, Turin, Italy | ||
| + | * Tuan Bui, An Nguyen, Phat Thai, Minh Hua, Ngan Pham L.N., Ngan Pham T.B., Dung Le, Long Nguyen, Thanh-Tung Tran, Thang Bui, Tho Quan, "Formal Reasoning for Intelligent QA Systems: A Case Study in the Educational Domain", //The 2nd ACM Workshop on AI-powered Question & Answering Systems (AIQAM ’25) in conjunction with The 33rd ACM International Conference on Multimedia (ACMMM 2025)//, Dublin, Ireland, 2025 | ||
| + | * Tuan Bui, Trong Le, Phat Thai, Sang Nguyen, Minh Hua, Ngan Pham, Thang Bui, Tho Quan, "Speaking in Words, Thinking in Logic: A Dual-Process Framework in QA Systems", //Proceedings of Workshop of Trustworthiness and Reliability in Neurosymbolic AI, at the International Joint Conference on Neural Networks IJCNN 2025//, Rome, Italy, 2025 | ||
| + | * ANH NGUYEN-DUC, BEATRIZ CABRERO-DANIEL, ADAM PRZYBYLEK, CHETAN ARORA, DRON KHANNA, TOMAS HERDA, USMAN RAFIQ, EDUARDO GUERRA, KAI-KRISTIAN KEMELL, MIKA SAARI, ZHEYING ZHANG, HUY LE, THO QUAN, PEKKA ABRAHAMSSON, Generative Artificial Intelligence for Software Engineering - A Research Agenda, //Software: Practice and Experience//, In press, 2025 | ||
| + | * Nghia Hieu Nguyen, Phong Thanh Le, Tho Thanh Quan, Ngan Luu-Nguyen Thuy, "In Defense of Character-Level Answer Generation Methods for Text-based Visual Question Answering", //Proceedings of the 8th International Conference on Multimedia Analysis and Pattern Recognition (MAPR 2025)//, Nha Trang, Vietnam, 2025 | ||
| + | * Hieu Phan, Hung Pham, Dat Nguyen, Khoa Le, Tuan Nguyen, Triet Tran, Tho Quan, "TRIKOP: Exploring Visual Prompting Paradigms for Multi-Grade Knee Osteoarthritis Classification on MRI Images", //Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)//, Montreal, Canada, 2025 (A-ranked conf.) | ||
| + | * Long S. T. Nguyen, Truong P. Hua, Thanh M. Nguyen, Toan Q. Pham, Nam K. Ngo, An X. Nguyen, Nghi D. M. Pham, Nghia H. Nguyen, Tho T. Quan, "A Benchmark Dataset and Evaluation Framework for Vietnamese Large Language Models in Customer Support", //Proceedings of 17th International Conference on Computational Collective Intelligence (ICCCI 2025)//, Ho Chi Minh City, Vietnam | ||
| + | * Trong Le, Phat Thai, Sang Nguyen, Minh Hua, Ngan Pham, Thang Bui, Tho Quan, Tuan Bui, "Text-JEPA: A Joint Embedding Predictive Architecture for the Conversion of Natural Language into First-Order Logic", //Proceedings of 17th International Conference on Computational Collective Intelligence (ICCCI 2025)//, Ho Chi Minh City, Vietnam | ||
| + | * Nghia Hieu Nguyen, Duc-Vu Nguyen, Huy Quoc To, Tho Thanh Quan, Ngan Luu-Thuy Nguyen, Dien Dinh, "ViPhoVQA: Toward a Phonemic-Based Method for Mitigating Rare and Out-of-Vocab Words in Vietnamese Text-based Visual Question Answering", //Proceedings of 17th International Conference on Computational Collective Intelligence (ICCCI 2025)//, Ho Chi Minh City, Vietnam | ||
| + | * Duc Nguyen, Dong Le, Long Nguyen, Quyen Vu, Tran Le, Dung Nguyen, Nga Huynh, Huong Nguyen, Phat Tran, Dang Le, Sang Truong, Sanmi Koyejo, Cuong Le, Tho Quan, "Riding on The Back of A Whale: A Hackathon Framework for Introducing High School Students to Large Language Models", //Proceedings of The 26th International Conference on Artificial Intelligence in Education (AIED 2025)//, Palermo, Italy, 2025 (A-ranked) | ||
| + | * Tuan Bui, Trong Le, Phat Thai, Sang Nguyen, Minh Hua, Ngan Pham, Thang Bui, Tho Quan, "Speaking in Words, Thinking in Logic: A Dual-Process Framework in QA Systems", //Proceedings of International Joint Conference on Neural Networks 2025 (IJCNN 2025)//, Rome, Italy, 2025 | ||
| + | * Hung D. Bui, Phuc P. H. Nguyen, Vinh Q. Dang, Nga Huynh, Hung D. Vo, Long S. T. Nguyen, Tho T. Quan, "Auto-ARM: An Autonomous Adaptive Mask Refinement Mechanism for Enhancing Naturalness in Virtual Try-On Models", //Proceedings of 14th Conference on Information Technology and its Applications (CITA 2025)//, Phnom Penh, Cambodia, 2025 | ||
| * Thien Pham, Hung Bui, Mao Nguyen, Quang Pham, Vinh Vu, Triet Le,Tho Quan, "A Comprehensive Review on Data-Driven Methods of Lithium-Ion Batteries State-of-Health Forecasting", //WIREs Data Mining and Knowledge Discovery//, SCI-E,(Q1) 2025 | * Thien Pham, Hung Bui, Mao Nguyen, Quang Pham, Vinh Vu, Triet Le,Tho Quan, "A Comprehensive Review on Data-Driven Methods of Lithium-Ion Batteries State-of-Health Forecasting", //WIREs Data Mining and Knowledge Discovery//, SCI-E,(Q1) 2025 | ||
| * Hung D. Vo, Long S. T. Nguyen, Tri H. Trinh, Khang H. N. Vo, Tho T. Quan, "VIEACT-TTS-VC: A Vietnamese End-to-End Text-to-Speech and Voice Conversion Framework Using Low-Resource Adaptable Style Transfer", //Proceedings of The 11th Intelligent Systems Conference (IntelliSys) 2025//, Amsterdam, The Netherlands,2025 | * Hung D. Vo, Long S. T. Nguyen, Tri H. Trinh, Khang H. N. Vo, Tho T. Quan, "VIEACT-TTS-VC: A Vietnamese End-to-End Text-to-Speech and Voice Conversion Framework Using Low-Resource Adaptable Style Transfer", //Proceedings of The 11th Intelligent Systems Conference (IntelliSys) 2025//, Amsterdam, The Netherlands,2025 | ||
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| * Mao Nguyen, Triet Le, Thien Pham, Tho Quan, "GEO: An Approach for Out-of-Distribution Detection in Graph Neural Networks using Energy Scoring and One-Class Learning", //Proceedings of The 13th Conference on Information Technology and its Applications (CITA 2024)//, Danang, Vietnam, 2024 | * Mao Nguyen, Triet Le, Thien Pham, Tho Quan, "GEO: An Approach for Out-of-Distribution Detection in Graph Neural Networks using Energy Scoring and One-Class Learning", //Proceedings of The 13th Conference on Information Technology and its Applications (CITA 2024)//, Danang, Vietnam, 2024 | ||
| * Sang T. Truong, Duc Q. Nguyen, Toan Nguyen, Dong D. Le, Nhi N. Truong, Tho Quan, Sanmi Koyejo, "Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models", //Proceedings of The 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-24)//, Mexico City, Mexico, 2024 (A-ranked Conf.) | * Sang T. Truong, Duc Q. Nguyen, Toan Nguyen, Dong D. Le, Nhi N. Truong, Tho Quan, Sanmi Koyejo, "Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models", //Proceedings of The 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-24)//, Mexico City, Mexico, 2024 (A-ranked Conf.) | ||
| - | * Khang N. H. Vo, Dong Le, Dat M. T. Phan, Sang T. Nguyen, Nguyen Q. Pham, Oanh N. Tran, Duc Q. Nguyen, Hieu M. T. Vo, Tho Quan, "Revitalizing Bahnar Language through Neural Machine Translation: Challenges, Strategies, and Promising Outcomes", //Proceedings of The 14th Symposium on Educational Advances in Artificial Intelligence (EAAI-24)//, co-located with The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, Canada, 2024 | + | * Khang N. H. Vo, Dong Le, Dat M. T. Phan, Sang T. Nguyen, Nguyen Q. Pham, Oanh N. Tran, Duc Q. Nguyen, Hieu M. T. Vo, Tho Quan, "Revitalizing Bahnar Language through Neural Machine Translation: Challenges, Strategies, and Promising Outcomes", //Proceedings of The 14th Symposium on Educational Advances in Artificial Intelligence (EAAI-24)//, co-located with The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, Canada, 2024 (A-ranked Conf.) |
| * Khoi M. Le, Trinh Pham, Tho Quan, Luu Anh Tuan, "LAMPAT: Low-rank Adaption for Multilingual Paraphrasing using Adversarial Training", //Proceedings of The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)//, Vancouver, Canada, 2024 (A-ranked Conf.) | * Khoi M. Le, Trinh Pham, Tho Quan, Luu Anh Tuan, "LAMPAT: Low-rank Adaption for Multilingual Paraphrasing using Adversarial Training", //Proceedings of The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)//, Vancouver, Canada, 2024 (A-ranked Conf.) | ||
| * Hoang-Dung Nguyen, Duc Q. Nguyen, Cong-Duy Nguyen, Phong T.To, Danh H. Nguyen, Huy Nguyen-Gia, Long H. Tran, Anh Q. Tran, An Dang-Hieu, Anh Nguyen-Duc, Tho Quan. Supervised Learning Models for Social Bot Detection: Literature review and benchmark, //Expert System with Applications//, Volume 238, Part E, 15 March 2024, SCI-E (Q1) | * Hoang-Dung Nguyen, Duc Q. Nguyen, Cong-Duy Nguyen, Phong T.To, Danh H. Nguyen, Huy Nguyen-Gia, Long H. Tran, Anh Q. Tran, An Dang-Hieu, Anh Nguyen-Duc, Tho Quan. Supervised Learning Models for Social Bot Detection: Literature review and benchmark, //Expert System with Applications//, Volume 238, Part E, 15 March 2024, SCI-E (Q1) | ||
