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publications [2024/11/02 16:54] Quan Thanh Tho [2024] |
publications [2025/03/14 10:12] (current) Quan Thanh Tho [2025] |
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| + | ====== 2025 ====== | ||
| + | * Khang Ta Gia, Quan Nguyen Dinh, Giang Kang Dong, Tho Quan Thanh, "LoGoSAM: Enhancing Prototypical Networks for Medical Image One-Shot Segmentation Using Local-Global Encoder Integration and Visual Prompting", //Proceedings of The 9th International Conference on Information and Communication Technology for Intelligent Systems (ICTIS 2025)//, Bangkok, Thailand, 2025 | ||
| + | * Long S. T. Nguyen, Tran T. B. Le, Huong P. N. Nguyen, Quynh T. N. Vo, Phong H. N. Nguyen, Tho T. Quan, "Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation", //Workshop on Language Models for Underserved Communities (LM4UC)//, co-located with 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025), New Mexico, US. | ||
| + | * Tho Nguyen, Long Le, Binh Nguyen, Trung Nguyen, Nhan Tran, Thien Pham, Tho Quan, "Onboarding Process from Power-Up to Motion Detection Using ESP32-EYE: A Quick and Comprehensive Approach", //Proceedings of The Eleventh International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2025)//, Hochiminh City, Vietnam | ||
| + | * Trong Le, Long Le, Nhan Tran, Tho Nguyen, Binh Nguyen, Trung Nguyen, Thien Pham, Tho Quan, "Real-Time Monitoring and Anomaly Detection in Server Lab Environments Using ESP32 DevKit and VAE-Bi-LSTM Hybrid Model: A Case Study at HUFLIT University, Ho Chi Minh City", //Proceedings of The Eleventh International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2025)//, Hochiminh City, Vietnam | ||
| + | * Trung Hieu Phan, Trung Tuan Nguyen, Thanh Dat Nguyen, Huu Hung Pham, Gia Khang Ta, Minh Triet Tran, Thanh Tho Quan, "DIKOApp: An AI-Based Diagnostic System for Knee Osteoarthritis", //Journal of Imaging Informatics in Medicine//, SCI-E (Q1), 2025 (accepted) | ||
| ====== 2024 ====== | ====== 2024 ====== | ||
| + | * N. N. H. Dang, T. Q. Thanh, og A. Nguyen-Duc, "BERTVRepair: On the Adoption of CodeBERT for Automated Vulnerability Code Repair", //Generative AI for Effective Software Development//, A. Nguyen-Duc, P. Abrahamsson, og F. Khomh, Red., Cham: Springer Nature Switzerland, 2024, s. 173–196. doi: 10.1007/978-3-031-55642-5_8. | ||
| + | * Mao Nguyen, Dang Le, Tan Huynh, Minh Phan, Thien Pham, Tho Quan, "Energy-Based Learning for Robust Fake News Detection: A Graph Neural Network Approach with Trainable Cost Function", //Proceedings of The 13th International Conference on Computational Data and Social Networks (CSoNet 2024)//, Bangkok, Thailand, 2024. | ||
| + | * Long S. T. Nguyen, Tho T. Quan, "URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots – A Case Study at HCMUT", //Proceedings of The 13th International Symposium on Information and Communication Technology (SOICT-2024)//, Danang, Vietnam, 2024. | ||
| + | * Long S. T. Nguyen, Huy G. Nguyen, Bao G. Khuu, Huy A. T. Luu, Huy Q. Le, Tuan T. Nguyen, Tho T. Quan, "RAPID: Retrieval-Augmented Parallel Inference Drafting for Text-Based Video Event Retrieval", //Proceedings of The 13th International Symposium on Information and Communication Technology (SOICT-2024)//, Danang, Vietnam, 2024. | ||
| * Thien Pham, Hung Bui, Mao Nguyen, Trong Le, Vinh Vu, Quang Pham, Tho Quan. "Towards Multiple-View Nested Graph Convolutional Networks for Stable and Robust Lithium-ion Battery Forecasting", //Energy Reports// (SCI-E), 2024 | * Thien Pham, Hung Bui, Mao Nguyen, Trong Le, Vinh Vu, Quang Pham, Tho Quan. "Towards Multiple-View Nested Graph Convolutional Networks for Stable and Robust Lithium-ion Battery Forecasting", //Energy Reports// (SCI-E), 2024 | ||
| - | * Trung Hieu Phan, Trung Tuan Nguyen, Thanh Dat Nguyen, Huu Hung Pham, Gia Khang Ta, Minh Triet Tran, Thanh Tho Quan. "DIKOApp: An AI-Based Diagnostic System for Knee Osteoarthritis", //Journal of Imaging Informatics in Medicine// (SCI-E,Q1), 2024 | ||
| * Khang H. N. Vo, Duc P. T. Nguyen, Thong T. Nguyen, and Tho T. Quan, "TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems", //Proceedings of The 13th International Symposium on Information and Communication Technology (SOICT-2024)//, Danang, Vietnam, 2024. | * Khang H. N. Vo, Duc P. T. Nguyen, Thong T. Nguyen, and Tho T. Quan, "TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems", //Proceedings of The 13th International Symposium on Information and Communication Technology (SOICT-2024)//, Danang, Vietnam, 2024. | ||
| * Nghia Hieu Nguyen, Tho Thanh Quan, Ngan Luu-Thuy Nguyen, "ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering", //The 38th Pacific Asia Conference on Language, Information and Computation or PACLIC 38 (2024)//, Tokyo, Japan, 2024 | * Nghia Hieu Nguyen, Tho Thanh Quan, Ngan Luu-Thuy Nguyen, "ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering", //The 38th Pacific Asia Conference on Language, Information and Computation or PACLIC 38 (2024)//, Tokyo, Japan, 2024 | ||
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| * Pha Le, Triet Le, Thien Pham, Tho Quan. A Systematic CL-MLP Approach for Online Forecasting of Multiple Key Performance Indicators. // Proceedings of The 2nd International Conference on Intelligence of Things (ICTC 2023)//, Hochiminh, Vietnam, 2023 | * Pha Le, Triet Le, Thien Pham, Tho Quan. A Systematic CL-MLP Approach for Online Forecasting of Multiple Key Performance Indicators. // Proceedings of The 2nd International Conference on Intelligence of Things (ICTC 2023)//, Hochiminh, Vietnam, 2023 | ||
| * Sang T. Truong, Duc Nguyen, Tho Quan, Sanmi Koyejo. Thomas: Learning to Explore Human Preference via Probabilistic Reward Model. // Proceedings of ICML 2023 Workshop: The Many Facets of Preference-Based Learning (MFPL 2023)//, Hawaii, USA, 2023 | * Sang T. Truong, Duc Nguyen, Tho Quan, Sanmi Koyejo. Thomas: Learning to Explore Human Preference via Probabilistic Reward Model. // Proceedings of ICML 2023 Workshop: The Many Facets of Preference-Based Learning (MFPL 2023)//, Hawaii, USA, 2023 | ||
| - | * Thanh Toan Nguyen, Thanh Trung Huynh, Matthias Weidlich, Quan Thanh Tho, Hongzhi Ying, Karl Aberer, Quoc Viet Hung Nguyen (2023). Scalable Maximal Subgraph Mining with Backbone-Preserving Graph Convolutions. //Information Sciences//, 644, 2023, SCI-E | + | * Thanh Toan Nguyen, Thanh Trung Huynh, Matthias Weidlich, Quan Thanh Tho, Hongzhi Ying, Karl Aberer, Quoc Viet Hung Nguyen (2023). Scalable Maximal Subgraph Mining with Backbone-Preserving Graph Convolutions. //Information Sciences//, 644, 2023, SCI-E, Q1 |
| * Nguyen, T. T. S., Do, P. M. . T., Nguyen, T. T., Quan, T. T. (2023). Transforming Data with Ontology and Word Embedding for an Efficient Classification Framework. //EAI Endorsed Transactions on Industrial Networks and Intelligent Systems//, 10(2), 2023, https://doi.org/10.4108/eetinis.v10i2.2726 | * Nguyen, T. T. S., Do, P. M. . T., Nguyen, T. T., Quan, T. T. (2023). Transforming Data with Ontology and Word Embedding for an Efficient Classification Framework. //EAI Endorsed Transactions on Industrial Networks and Intelligent Systems//, 10(2), 2023, https://doi.org/10.4108/eetinis.v10i2.2726 | ||
| * Hung Duy To, Huy Gia Nguyen, Hang Thi Thuy Le, Hung Minh Le, Tho Thanh Quan, "MetaAttention model: A new approach for skin lesion diagnosis using AB features and attention mechanism", // Biomedical Physics & Engineering Express//, 9(4), 2023 | * Hung Duy To, Huy Gia Nguyen, Hang Thi Thuy Le, Hung Minh Le, Tho Thanh Quan, "MetaAttention model: A new approach for skin lesion diagnosis using AB features and attention mechanism", // Biomedical Physics & Engineering Express//, 9(4), 2023 | ||
