Co-reference Resolution in Vietnamese Documents Based on Support Vector Machines. - Duc-Trong Le; Mai-Vu Tran; Tri-Thanh Nguyen; Quang-Thuy Ha (IALP, 2011)

A Model of Vietnamese Person Named Entity Question Answering System. - Mai-Vu Tran; Duc-Trong Le; Xuan-Tu Tran; Tien-Tung Nguyen (PACLIC, 2012)

Modeling Sequential Preferences with Dynamic User and Context Factors. - Duc-Trong Le; Yuan Fang 001; Hady Wirawan Lauw (ECML/PKDD (2), 2016)

Basket-Sensitive Personalized Item Recommendation. - Duc-Trong Le; Hady Wirawan Lauw; Yuan Fang 001 (IJCAI, 2017)

Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation. - Duc-Trong Le; Hady W. Lauw; Yuan Fang 001 (IJCAI, 2018)

Correlation-Sensitive Next-Basket Recommendation. - Duc-Trong Le; Hady W. Lauw; Yuan Fang 001 (IJCAI, 2019)

Multimodal Review Generation with Privacy and Fairness Awareness. - Xuan-Son Vu; Thanh-Son Nguyen 001; Duc-Trong Le; Lili Jiang 002 (COLING, 2020)

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 (EMNLP (1), 2020)

Privacy-Preserving Visual Content Tagging using Graph Transformer Networks. - Xuan-Son Vu; Duc-Trong Le; Christoffer Edlund; Lili Jiang 002; Hoang D. Nguyen (ACM Multimedia, 2020)

Reinforced Data Sampling for Model Diversification. - Hoang D. Nguyen; Xuan-Son Vu; Quoc-Tuan Truong; Duc-Trong Le (CoRR, 2020)

ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites. - Duc-Trong Le; Xuan-Son Vu; Nhu-Dung To; Huu-Quang Nguyen; Thuy-Trinh Nguyen; Linh Le; Anh-Tuan Nguyen; Minh-Duc Hoang; Nghia Le; Huyen Nguyen; Hoang D. Nguyen (CoRR, 2020)

Modular Graph Transformer Networks for Multi-Label Image Classification. - Hoang D. Nguyen; Xuan-Son Vu; Duc-Trong Le (AAAI, 2021)

Modeling Multi-Intent Basket Sequences for Next-Basket Recommendation. - Quoc-Viet Pham Hoang; Duc-Trong Le (KSE, 2021)

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 (ACIIDS (1), 2022)

Memory-Based Method using Prototype Augmentation for Continual Relation Extraction. - Thi-Phuong-Trang Pham; Anh-Cuong Pham; Ngoc-Huyen Ngo; Duc-Trong Le (RIVF, 2022)

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 (ACIIDS (Companion), 2023)

Enhancing Visual Question Answering with Generated Image Caption. - Kieu-Anh Thi Truong; Truong-Thuy Tran; Cam-Van Thi Nguyen; Duc-Trong Le (CSoNet, 2023)

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 (EMNLP, 2023)

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 (KES, 2023)

Reliable Sound Re-labeling Approach for Bird Sound Classification. - Hoang Van Truong; Nghia NVN; Alex To; Duc-Trong Le; Hoang D. Nguyen (KES, 2023)

HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation. - Huy-Son Nguyen; Tuan-Nghia Bui; Long-Hai Nguyen; Duy-Cat Can; Cam-Van Thi Nguyen; Duc-Trong Le; Hoang-Quynh Le (KSE, 2023)

Multimodal Learning with Incompleteness towards Multimodal Sentiment Analysis and Emotion Recognition Task. - Cam-Van Thi Nguyen; Huy-Sang Nguyen; Duc-Trong Le; Quang-Thuy Ha (KSE, 2023)

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 (PACLIC, 2023)

GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation. - Nguyen Van Doan; Trong Duc Nguyen; Dat Tran Nguyen; Cam-Van Thi Nguyen; Hai-Dang Kieu; Duc-Trong Le (SoICT, 2023)

Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization. - Cam-Van Thi Nguyen; Ngoc-Hoa Thi Nguyen; Duc-Trong Le; Quang-Thuy Ha (CoRR, 2023)

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 (ACIIDS (2), 2024)

Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition. - Cam-Van Thi Nguyen; Cao-Bach Nguyen; Duc-Trong Le; Quang-Thuy Ha (LREC/COLING, 2024)

Collaborative Fair-is-Better Filtering for Implicit Feedback. - Hoang V. Dong; Huu-Quang Nguyen; Hoang D. Nguyen; Duc-Trong Le (KES, 2024)

When Does a Typhoon Form? A Deep Learning Approach using Synthetic Images Constructed from Climate Reanalysis Data. - Duc-Hai Nguyen; Anh-Duc Hoang Gia; Truong Chu; Minh-Hoa Tien; Quang-Lap Luu; Tai-Hung Nguyen; Chanh Kieu; Duc-Trong Le; Thanh Thi Nhat Nguyen; Binh Dang (KSE, 2024)

Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition. - Cam-Van Thi Nguyen; The-Son Le; Anh-Tuan Mai; Duc-Trong Le (ACM Multimedia, 2024)

Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning. - Huy-Son Nguyen; Tuan-Nghia Bui; Long-Hai Nguyen; Hung Hoang; Cam-Van Thi Nguyen; Hoang-Quynh Le; Duc-Trong Le (ECML/PKDD (8), 2024)

Dynamic Prompt Selection for Resource-Efficient Continual Learning in Panoptic Segmentation. - Quynh-Trang Pham Thi; Minh-Anh Dang; Tri-Thanh Nguyen; Duc-Trong Le; Thanh-Hai Dang (RIVF, 2024)

Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings. - Phuong Dinh Mai; Duc-Trong Le; Tuan-Anh Hoang; Dung D. Le (CoRR, 2024)

Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning. - Huy-Son Nguyen; Tuan-Nghia Bui; Long-Hai Nguyen; Hoang Manh-Hung; Cam-Van Thi Nguyen; Hoang-Quynh Le; Duc-Trong Le (CoRR, 2024)

BRIDGE: Bundle Recommendation via Instruction-Driven Generation. - Tuan-Nghia Bui; Huy-Son Nguyen; Cam-Van Nguyen Thi; Hoang-Quynh Le; Duc-Trong Le (CoRR, 2024)

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation. - Tuan-Nghia Bui; Huy-Son Nguyen; Cam-Van Thi Nguyen; Hoang-Quynh Le; Duc-Trong Le (WWW (Companion Volume), 2025)

Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition in the presence of incomplete modalities. - Cam-Van Thi Nguyen; Hai-Dang Kieu; Quang-Thuy Ha; Xuan-Hieu Phan; Duc-Trong Le (Neurocomputing, 2025)

Towards efficient pareto-optimal utility-fairness between groups in repeated rankings. - Phuong Mai Dinh; Duc-Trong Le; Tuan-Anh Hoang; Dung Duy Le (Mach. Learn., 2025)

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 (CoRR, 2025)

Enhancing Graph-based Recommendations with Majority-Voting LLM-Rerank Augmentation. - Minh-Anh Nguyen; Bao Nguyen; Ha Lan N. T.; Tuan-Anh Hoang; Duc-Trong Le; Dung D. Le (CoRR, 2025)

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 (CoRR, 2025)