Publications

Duc Q. Nguyen, Thanh Toan Nguyen, Jun Jo, Florent Poux, Shikha Anirban, Tho T. Quan (2024). Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention. IEEE Access.

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Sang T. Truong, Duc Q. Nguyen, Toan Nguyen, Dong D. Le, Nhi N. Truong, Tho Quan, Sanmi Koyejo (2024). Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models. In Proceddings of 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics.

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Nhi Ngoc Truong, Duc Q. Nguyen, Jeffrey Gropp, Sang T. Truong (2024). Hybrid Transformer and Holt-Winter's Method for Time Series Forecasting. ICLR 2024 Workshop on Learning from Time Series For Health.

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Hoang Nhat Khang Vo, Duc Dong Le, Tran Minh Dat Phan, Tan Sang Nguyen, Quoc Nguyen Pham, Ngoc Oanh Tran, Duc Q. Nguyen, Tran Minh Hieu Vo, Tho Quan (2024). Revitalizing Bahnaric Language through Neural Machine Translation:Challenges, Strategies, and Promising Outcomes. In Proceedings of the AAAI Conference on Artificial Intelligence.

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Giang Dinh Lu, Hai Vu Hoang, Tho Quan Thanh, Duc Q. Nguyen, Quy Nguyen Tran (2023). Unlocking the Potential: an evaluation of Text-to-Speech Models for the Bahnar Language. BCD 2023.

Tho Quan Thanh, Giang Dinh Lu, Duc Q. Nguyen, Hai Vu Hoang, Quy Nguyen Tran, Khoa Tran Ngoc Dang, Minh Tran Duy (2023). BaNaVA: A cross-platform AI mobile application for preserving the Bahnaric languages. BCD 2023.

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 (2023). Supervised Learning Models for Social Bot Detection: Literature review and benchmark. Expert System with Applications.

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Hoang-Danh Nguyen, Thanh-Phong To, Duc Q. Nguyen, Thanh-Trung Huynh, Tham Tran, Cong-Tuan Bui, Tho Quan (2023). A novel approach for non-query fake news detection using K-SOM and Graph Neural Networks. KSE 2023.

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Dang Tran Dat, Tang Quoc Thai, Duc Q. Nguyen, Vo Duy Hung, Quan Thanh Tho (2023). Voice Conversion for Natural-Sounding Speech Generation on Low-Resource Languages: A Case Study of Bahnaric. VNUHCM Journal of Engineering and Technology.

La Cam Huy, Le Quang Minh, Tran Ngoc Oanh, Le Duc Dong, Duc Q. Nguyen, Nguyen Tan Sang, Tran Quan, Tho Quan (2023). Low-Rank Adaptation Approach for Vietnamese-Bahnaric Lexical Mapping from Non-Parallel Corpora. VNUHCM Journal of Engineering and Technology.

Sang T. Truong, Duc Q. Nguyen, Tho Quan, Sanmi Koyejo (2023). Thomas: Learning to Explore Human Preference via Probabilistic Reward Model. MFPL 2023.

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Thanh Toan Nguyen, Duc Q. Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen (2023). 10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention. IJCNN 2023.

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Hoang-Dung Nguyen, Duc Q. Nguyen, Hao Luong Pham, Tho Thanh Quan (2023). Social Bot Detector using Graph Neural Networks. RIVF 2022.

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Duc Q. Nguyen, Khoan D. Le, Bach T. Ly, An D. Nguyen, Quang H. Nguyen, Tuan H. Nguyen, Cuong Quoc Duong, Thanh N. Truong, Phuong Thuy Viet Nguyen, Tho T. Quan (2022). Towards de Novo Drug Design for the Coronavirus: A Drug-Target Interaction Prediction Approach Using Atom-Enhanced Graph Neural Network with Multi-Hop Gating Mechanism. NICS 2022.

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Duc Q. Nguyen, Nghia Q. Vo, Thinh T. Nguyen, Khuong Nguyen-An, Quang H. Nguyen, Dang N. Tran, Tho T. Quan (2022). BeCaked: An Explainable Artificial Intelligence Model for COVID-19 Forecasting. Scientific Reports.

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Cuong Nguyen Dang, Minh Nguyen Huynh, Duc Q. Nguyen, Duc Nguyen Quang, Thinh Nguyen Tien, Khuong Nguyen-An, Chon Le Trung, Tho Quan Thanh (2022). BeCaked+: An Explainable AI Model to Forecast Delta-spreading Covid-19. Accepted at 2022 International Conference on Innovations in Computing Research.

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Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Cong Phan, Duc Q. Nguyen, Quoc Viet Hung Nguyen (2021). Realtime Bushfire Detection with Spatial-based Complex Event Processing. In Proceedings of 15th International Conference on Advanced Computing and Applications.

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Duy Nguyen, Duc Q. Nguyen, Thong Nguyen, Khoi Ngo, Hung Cao, Thinh Vuong, Tho Quan (2020). Automatic Container Code Recognition Using MultiDeep Pipeline. In Proceedings of 12th International Conference on Computational Collective Intelligence.

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Duc Q. Nguyen, Thien Cong Pham, Tho Thanh Quan (2020). Design, implementation and evaluation for a high precision prosthetic hand using MyoBand and Random Forest algorithm. In Science & Technology Development Journal - Engineering and Technology.

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