| 2026 | AAAI | AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification. | Dinh-Truong Do, Nguyen-Khang Le, Le-Minh Nguyen |
| 2026 | AAAI | Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs. | Dinh-Truong Do, Hoang-An Trieu, Van-Thuy Phi, Le-Minh Nguyen, Yuji Matsumoto |
| 2026 | ACL | UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware. | Truong Dinh Do, Nguyen-Khang Le, Le-Minh Nguyen |
| 2026 | ECIR | CancerRAGent: Evidence-Linked and Safety-Guided Oncology Question Answering. | Trung Vo, An Trieu, Vu Tran, Yuji Matsumoto, Le-Minh Nguyen |
| 2025 | ACL | VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs. | Cuc Thi Bui, Nguyen Truong Son, Trang Van Truong, Viet Lam Phung, Pham Nhut Huy, Hoang Anh Le, Quoc Huu Van, Phong Nguyen-Thuan Do, Van Le Tran Truc, Duc Thanh Chau, Le-Minh Nguyen |
| 2025 | ACL | SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation. | Nguyen-Khang Le, Truong Dinh Do, Le-Minh Nguyen |
| 2025 | ADMA | Sentiment Analysis of Travel Reviews in Kyoto Using LLMs. | Shehan Liyanaarachchi, Tai Dinh, Wuyi Yue, Trung Vo, Le-Minh Nguyen |
| 2025 | IJCNLP | LangCompress: Language-Aware Compression of Large Language Models. | Dieu-Hien Nguyen, Nguyen-Khang Le, Truong Dinh Do, Le-Minh Nguyen |
| 2025 | Interspeech | PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning. | Truong Do, Phuong Minh Nguyen, Le-Minh Nguyen |
| 2025 | NLDB | WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models. | Dinh-Truong Do, Kiyoaki Shirai, Le-Minh Nguyen |
| 2025 | NLDB | Improve Smart Contract Vulnerability Explanation with Synthetic Data and Chain-of-Thought Prompting. | Nguyen Le Minh, Naoya Inoue, Le-Minh Nguyen |
| 2025 | WWW | A Co-Attentive Infusion of Structural Knowledge into Language Models towards Legal Textual Inference. | Tan-Minh Nguyen, Thi-Hai-Yen Vuong, Hoang-Trung Nguyen, Le-Minh Nguyen, Xuan-Hieu Phan |
| 2024 | ICANN | BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks. | Jieying Xue, Minh-Phuong Nguyen, Blake Matheny, Le-Minh Nguyen |
| 2024 | PRICAI | Integrating Vision-Tool to Enhance Visual-Question-Answering in Special Domains. | Nguyen-Khang Le, Dieu-Hien Nguyen, Le-Minh Nguyen |
| 2024 | PRICAI | ZeFaV: Boosting Large Language Models for Zero-Shot Fact Verification. | Son T. Luu, Hiep Nguyen, Trung Vo, Le-Minh Nguyen |
| 2023 | ACL | StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints. | Truong Do, Phuong Nguyen, Le-Minh Nguyen |
| 2023 | EACL | CovRelex-SE: Adding Semantic Information for Relation Search via Sequence Embedding. | Truong Do, Chau Nguyen, Vu D. Tran, Ken Satoh, Yuji Matsumoto, Le-Minh Nguyen |
| 2023 | ICAART | How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation. | Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen, Ken Satoh |
| 2023 | NLDB | GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task. | Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen |
| 2022 | ACIIDS | A Legal Information Retrieval System for Statute Law. | Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Phuong Nguyen, Le-Minh Nguyen |
| 2022 | ACIIDS | Learning to Map the GDPR to Logic Representation on DAPRECO-KB. | Minh-Phuong Nguyen, Thi-Thu-Trang Nguyen, Vu D. Tran, Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh |
| 2022 | COLING | Multi Graph Neural Network for Extractive Long Document Summarization. | Xuan-Dung Doan, Le-Minh Nguyen, Khac-Hoai Nam Bui |
| 2022 | ICAART | SubTST: A Combination of Sub-word Latent Topics and Sentence Transformer for Semantic Similarity Detection. | Binh Dang, Tran-Thai Dang, Le-Minh Nguyen |
| 2021 | ICDCIT | ReLink: Open Information Extraction by Linking Phrases and Its Applications. | Xuan-Chien Tran, Le-Minh Nguyen |
| 2020 | PACLIC | How State-Of-The-Art Models Can Deal With Long-Form Question Answering. | Minh-Quan Bui, Vu Tran, Ha-Thanh Nguyen, Le-Minh Nguyen |
| 2020 | PACLIC | Latent Topic Refinement based on Distance Metric Learning and Semantics-assisted Non-negative Matrix Factorization. | Tran Binh Dang, Ha-Thanh Nguyen, Le-Minh Nguyen |
| 2019 | ICTAI | Swarm Filter - A Simple Deep Learning Component Inspired by Swarm Concept. | Ha-Thanh Nguyen, Le-Minh Nguyen |
| 2018 | COLING | Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems. | Van-Khanh Tran, Le-Minh Nguyen |
| 2018 | CoNLL | Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems. | Van-Khanh Tran, Le-Minh Nguyen |
| 2018 | PACLIC | Effectiveness of Character Language Model for Vietnamese Named Entity Recognition. | Xuan-Dung Doan, Trung-Thanh Dang, Le-Minh Nguyen |
| 2017 | CoNLL | Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. | Van-Khanh Tran, Le-Minh Nguyen |
| 2017 | ICAART | Towards Developing Dialogue Systems with Entertaining Conversations. | Hai-Long Trieu, Hiroyuki Iida, Nhien Pham Hoang Bao, Le-Minh Nguyen |
| 2017 | ICAIL | Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities. | Danilo S. Carvalho, Vu D. Tran, Van-Khanh Tran, Le-Minh Nguyen |
| 2017 | PACLIC | Investigating Phrase-Based and Neural-Based Machine Translation on Low-Resource Settings. | Hai-Long Trieu, Vu D. Tran, Le-Minh Nguyen |
| 2017 | SIGdial | Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation. | Van-Khanh Tran, Le-Minh Nguyen, Satoshi Tojo |
| 2016 | ICTAI | Applying Semantic Similarity to Phrase Pivot Translation. | Hai-Long Trieu, Le-Minh Nguyen |
| 2016 | PACLIC | Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity. | Hai-Long Trieu, Le-Minh Nguyen, Phuong-Thai Nguyen |
| 2008 | WWW | Learning to classify short and sparse text & web with hidden topics from large-scale data collections. | Xuan Hieu Phan, Le-Minh Nguyen, Susumu Horiguchi |
| 2007 | EMNLP | A Multilingual Dependency Analysis System Using Online Passive-Aggressive Learning. | Le-Minh Nguyen, Akira Shimazu, Thai Phuong Nguyen, Xuan Hieu Phan |
| 2006 | PACLIC | Vietnamese Word Segmentation with CRFs and SVMs: An Investigation. | Cam-Tu Nguyen, Trung-Kien Nguyen, Xuan Hieu Phan, Le-Minh Nguyen, Quang-Thuy Ha |