Duc-Trong Le

According to our database, Duc-Trong Le authored at least 54 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Mach. Learn., May, 2026

Leveraging Self-Paced Curriculum Learning for Enhanced Modality Balance in Multimodal Conversational Emotion Recognition.

Phuong-Anh Nguyen, The-Son Le, Duc-Trong Le, Cam-Van Thi Nguyen

CoRR, May, 2026

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

CoRR, April, 2026

BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates.

Phuong-Anh Nguyen, Tien Anh Pham, Duc-Trong Le, Cam-Van Thi Nguyen

CoRR, March, 2026

MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities.

Tien Anh Pham, Phuong-Anh Nguyen, Duc-Trong Le, Cam-Van Thi Nguyen

CoRR, March, 2026

Agentic Design Patterns: A System-Theoretic Framework.

Minh-Dung Dao, Quy Minh Le, Hoang Thanh Lam, Duc-Trong Le, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen

CoRR, January, 2026

MODE: A model-agnostic framework for object detection under adverse weather conditions.

Tuan-Duc Nguyen, Duc-Trong Le

Pattern Recognit., 2026

Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation.

Anh-Tuan Mai, Cam-Van Thi Nguyen, Duc-Trong Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

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

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

Clear: Causal Learning Framework for Robust Histopathology Tumor Detection Under Out-of-Distribution Shifts.

Kieu-Anh Thi Truong, Huy-Hieu Pham, Duc-Trong Le

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

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

Proceedings of the Advances in Information Retrieval, 2026

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

Proceedings of the Recent Challenges in Intelligent information and Database Systems: 18th Asian Conference, 2026

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., March, 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

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation.

Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Dual-Enhanced Item Representation for Bundle Construction via Category-Wise and Cross-Modality Learning.

Long-Hai Nguyen, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Atsuhiro Takasu, Hoang-Quynh Le

Proceedings of the 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 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

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

BRIDGE: Bundle Recommendation via Instruction-Driven Generation.

Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 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

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

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

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

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

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

Proceedings of the International Conference on Computing and Communication Technologies, 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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition.

Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 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

Proceedings of the 16th International Conference on Knowledge and System Engineering, 2024

Collaborative Fair-is-Better Filtering for Implicit Feedback.

Hoang V. Dong, Huu-Quang Nguyen, Hoang D. Nguyen, Duc-Trong Le

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition.

Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

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

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

Proceedings of the 12th International Symposium on Information and Communication Technology, 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

Proceedings of the 37th Pacific Asia Conference on Language, 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

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 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

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Reliable Sound Re-labeling Approach for Bird Sound Classification.

Hoang Van Truong, Nghia NVN, Alex To, Duc-Trong Le, Hoang D. Nguyen

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 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

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Visual Question Answering with Generated Image Caption.

Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le

Proceedings of the Computational Data and Social Networks - 12th International Conference, 2023

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

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2023

2022

Memory-Based Method using Prototype Augmentation for Continual Relation Extraction.

Thi-Phuong-Trang Pham, Anh-Cuong Pham, Ngoc-Huyen Ngo, Duc-Trong Le

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

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

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021

Modeling Multi-Intent Basket Sequences for Next-Basket Recommendation.

Quoc-Viet Pham Hoang, Duc-Trong Le

Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

Modular Graph Transformer Networks for Multi-Label Image Classification.

Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

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

Reinforced Data Sampling for Model Diversification.

Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le

CoRR, 2020

Privacy-Preserving Visual Content Tagging using Graph Transformer Networks.

Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang, Hoang D. Nguyen

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multimodal Review Generation with Privacy and Fairness Awareness.

Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Correlation-Sensitive Next-Basket Recommendation.

Duc-Trong Le, Hady W. Lauw, Yuan Fang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation.

Duc-Trong Le, Hady W. Lauw, Yuan Fang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Basket-Sensitive Personalized Item Recommendation.

Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Modeling Sequential Preferences with Dynamic User and Context Factors.

Duc-Trong Le, Yuan Fang, Hady Wirawan Lauw

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2012

A Model of Vietnamese Person Named Entity Question Answering System.

Mai-Vu Tran, Duc-Trong Le, Xuan-Tu Tran, Tien-Tung Nguyen

Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, 2012

2011

Co-reference Resolution in Vietnamese Documents Based on Support Vector Machines.

Duc-Trong Le, Mai-Vu Tran, Tri-Thanh Nguyen, Quang-Thuy Ha

Proceedings of the International Conference on Asian Language Processing, 2011