| 2026 | ACIIDS | GMPA: Enhancing Continual Learning with Rehearsal-Based Method via Gaussian Mixture Prototype Augmentation. | Thi Quynh-Trang Pham, Viet Xuan-Quang Trinh, Xuan-Hung Ho, Tri-Thanh Nguyen, Duc-Trong Le |
| 2026 | ECIR | Counterfactual Understanding via Retrieval-Aware Multimodal Modeling for Time-to-Event Survival Prediction. | Ha-Anh Hoang Nguyen, Tri-Duc Phan Le, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le |
| 2026 | PAKDD | FedCKD: A Knowledge Distillation Approach to Cross-Client Learning in Federated Learning with Label-Exclusive Datasets. | Minh-Chau Le, Hoang-Quynh Le, Duc-Trong Le, Tram Truong Huu |
| 2026 | SIGIR | From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems. | Quang-Huy Nguyen, Thanh-Hai Nguyen, Khac-Manh Thai, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Masoud Mansoury, Duc-Trong Le, Hoang-Quynh Le |
| 2026 | WACV | Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation. | Anh-Tuan Mai, Cam-Van Thi Nguyen, Duc-Trong Le |
| 2025 | CIKM | Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation. | Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le |
| 2025 | ECAI | BRIDGE: Bundle Recommendation via Instruction-Driven Generation. | Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le |
| 2025 | ECAI | RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction. | Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury |
| 2025 | WWW | Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation. | Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le |
| 2024 | ACIIDS | Towards Robust Continual Learning: A Multi-Head Approach with Online Prototype Equilibrium and Adaptive Prototypical Feedback. | Quynh-Trang Pham Thi, Duc-Hung Nguyen, Thanh Hai Dang, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha |
| 2024 | COLING | Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition. | Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha |
| 2024 | KES | Collaborative Fair-is-Better Filtering for Implicit Feedback. | Hoang V. Dong, Huu-Quang Nguyen, Hoang D. Nguyen, Duc-Trong Le |
| 2023 | ACIIDS | Mitigating Catastrophic Forgetting in Neural Machine Translation Through Teacher-Student Distillation with Attention Mechanism. | Quynh-Trang Pham Thi, Ngoc-Huyen Ngo, Anh-Duc Nguyen, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha |
| 2023 | EMNLP | Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction. | Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le |
| 2023 | KES | Multimodal Machine Learning for Mental Disorder Detection: A Scoping Review. | Thuy-Trinh Nguyen, Viet Hoang-Quoc Pham, Duc-Trong Le, Xuan-Son Vu, Fani Deligianni, Hoang D. Nguyen |
| 2023 | KES | Reliable Sound Re-labeling Approach for Bird Sound Classification. | Hoang Van Truong, Nghia NVN, Alex To, Duc-Trong Le, Hoang D. Nguyen |
| 2023 | PACLIC | Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization. | Cam-Van Nguyen Thi, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha |
| 2022 | ACIIDS | v3MFND: A Deep Multi-domain Multimodal Fake News Detection Model for Vietnamese. | Cam-Van Nguyen Thi, Thanh-Toan Vuong, Duc-Trong Le, Quang-Thuy Ha |
| 2021 | AAAI | Modular Graph Transformer Networks for Multi-Label Image Classification. | Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le |
| 2020 | COLING | Multimodal Review Generation with Privacy and Fairness Awareness. | Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang |
| 2020 | EMNLP | Introducing a New Dataset for Event Detection in Cybersecurity Texts. | Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen |
| 2019 | IJCAI | Correlation-Sensitive Next-Basket Recommendation. | Duc-Trong Le, Hady W. Lauw, Yuan Fang |
| 2018 | IJCAI | Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation. | Duc-Trong Le, Hady W. Lauw, Yuan Fang |
| 2017 | IJCAI | Basket-Sensitive Personalized Item Recommendation. | Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang |
| 2012 | PACLIC | A Model of Vietnamese Person Named Entity Question Answering System. | Mai-Vu Tran, Duc-Trong Le, Xuan-Tu Tran, Tien-Tung Nguyen |