Duc-Trong Le

57 papers A* 7A 3B 4C 2Journal 22Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Design Patterns: A System-Theoretic Framework.
CoRR
Minh-Dung Dao, Quy Minh Le, Hoang Thanh Lam, Duc-Trong Le, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen
2026 J jnl
BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates.
CoRR
Phuong-Anh Nguyen, Tien Anh Pham, Duc-Trong Le, Cam-Van Thi Nguyen
2026 — conf
Counterfactual Understanding via Retrieval-Aware Multimodal Modeling for Time-to-Event Survival Prediction.
ECIR (3)
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 J jnl
Counterfactual Understanding via Retrieval-aware Multimodal Modeling for Time-to-Event Survival Prediction.
CoRR
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 J jnl
Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation.
CoRR
Anh-Tuan Mai, Cam-Van Thi Nguyen, Duc-Trong Le
2026 J jnl
MODE: A model-agnostic framework for object detection under adverse weather conditions.
Pattern Recognit.
Tuan-Duc Nguyen, Duc-Trong Le
2026 J jnl
MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities.
CoRR
Tien Anh Pham, Phuong-Anh Nguyen, Duc-Trong Le, Cam-Van Thi Nguyen
2025 A conf
BRIDGE: Bundle Recommendation via Instruction-Driven Generation.
ECAI
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 J jnl
CLEAR: Causal Learning Framework For Robust Histopathology Tumor Detection Under Out-Of-Distribution Shifts.
CoRR
Kieu-Anh Thi Truong, Huy-Hieu Pham, Duc-Trong Le
2025 — conf
Dual-Enhanced Item Representation for Bundle Construction via Category-Wise and Cross-Modality Learning.
SIGIR-AP
Long-Hai Nguyen, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Atsuhiro Takasu, Hoang-Quynh Le
2025 J jnl
Enhancing Graph-based Recommendations with Majority-Voting LLM-Rerank Augmentation.
CoRR
Minh-Anh Nguyen, Bao Nguyen, Ha Lan N. T., Tuan-Anh Hoang, Duc-Trong Le, Dung D. Le
2025 J jnl
Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition in the presence of incomplete modalities.
Neurocomputing
Cam-Van Thi Nguyen, Hai-Dang Kieu, Quang-Thuy Ha, Xuan-Hieu Phan, Duc-Trong Le
2025 A conf
Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation.
CIKM
Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 J jnl
Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation.
CoRR
Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 — conf
Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation.
WWW (Companion Volume)
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 J jnl
Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation.
CoRR
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 A conf
RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction.
ECAI
Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury
2025 J jnl
RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction.
CoRR
Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury
2025 J jnl
Towards efficient pareto-optimal utility-fairness between groups in repeated rankings.
Mach. Learn.
Phuong Mai Dinh, Duc-Trong Le, Tuan-Anh Hoang, Dung Duy Le
2024 A* conf
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition.
ACM Multimedia
Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le
2024 J jnl
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition.
CoRR
Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le
2024 J jnl
BRIDGE: Bundle Recommendation via Instruction-Driven Generation.
CoRR
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Nguyen Thi, Hoang-Quynh Le, Duc-Trong Le
2024 — conf
Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning.
ECML/PKDD (8)
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hung Hoang, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2024 J jnl
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning.
CoRR
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hoang Manh-Hung, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2024 B conf
Collaborative Fair-is-Better Filtering for Implicit Feedback.
KES
Hoang V. Dong, Huu-Quang Nguyen, Hoang D. Nguyen, Duc-Trong Le
2024 — conf
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition.
LREC/COLING
Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha
2024 J jnl
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition.
CoRR
Cam-Van Thi Nguyen, Cao-Bach Nguyen, Quang-Thuy Ha, Duc-Trong Le
2024 — conf
Dynamic Prompt Selection for Resource-Efficient Continual Learning in Panoptic Segmentation.
RIVF
Quynh-Trang Pham Thi, Minh-Anh Dang, Tri-Thanh Nguyen, Duc-Trong Le, Thanh-Hai Dang
2024 J jnl
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings.
CoRR
Phuong Dinh Mai, Duc-Trong Le, Tuan-Anh Hoang, Dung D. Le
2024 — conf
Towards Robust Continual Learning: A Multi-Head Approach with Online Prototype Equilibrium and Adaptive Prototypical Feedback.
ACIIDS (2)
Quynh-Trang Pham Thi, Duc-Hung Nguyen, Thanh Hai Dang, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha
2024 — conf
When Does a Typhoon Form? A Deep Learning Approach using Synthetic Images Constructed from Climate Reanalysis Data.
KSE
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
2023 A* conf
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction.
EMNLP
Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le
2023 J jnl
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction.
CoRR
Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le
2023 — conf
Enhancing Visual Question Answering with Generated Image Caption.
CSoNet
Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le
2023 — conf
GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation.
SoICT
Nguyen Van Doan, Trong Duc Nguyen, Dat Tran Nguyen, Cam-Van Thi Nguyen, Hai-Dang Kieu, Duc-Trong Le
2023 — conf
HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation.
KSE
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Duy-Cat Can, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le
2023 — conf
Mitigating Catastrophic Forgetting in Neural Machine Translation Through Teacher-Student Distillation with Attention Mechanism.
ACIIDS (Companion)
Quynh-Trang Pham Thi, Ngoc-Huyen Ngo, Anh-Duc Nguyen, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha
2023 — conf
Multimodal Learning with Incompleteness towards Multimodal Sentiment Analysis and Emotion Recognition Task.
KSE
Cam-Van Thi Nguyen, Huy-Sang Nguyen, Duc-Trong Le, Quang-Thuy Ha
2023 B conf
Multimodal Machine Learning for Mental Disorder Detection: A Scoping Review.
KES
Thuy-Trinh Nguyen, Viet Hoang-Quoc Pham, Duc-Trong Le, Xuan-Son Vu, Fani Deligianni, Hoang D. Nguyen
2023 B conf
Reliable Sound Re-labeling Approach for Bird Sound Classification.
KES
Hoang Van Truong, Nghia NVN, Alex To, Duc-Trong Le, Hoang D. Nguyen
2023 C conf
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization.
PACLIC
Cam-Van Nguyen Thi, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha
2023 J jnl
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization.
CoRR
Cam-Van Thi Nguyen, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha
2022 — conf
Memory-Based Method using Prototype Augmentation for Continual Relation Extraction.
RIVF
Thi-Phuong-Trang Pham, Anh-Cuong Pham, Ngoc-Huyen Ngo, Duc-Trong Le
2022 — conf
v3MFND: A Deep Multi-domain Multimodal Fake News Detection Model for Vietnamese.
ACIIDS (1)
Cam-Van Nguyen Thi, Thanh-Toan Vuong, Duc-Trong Le, Quang-Thuy Ha
2021 — conf
Modeling Multi-Intent Basket Sequences for Next-Basket Recommendation.
KSE
Quoc-Viet Pham Hoang, Duc-Trong Le
2021 A* conf
Modular Graph Transformer Networks for Multi-Label Image Classification.
AAAI
Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le
2020 — conf
Introducing a New Dataset for Event Detection in Cybersecurity Texts.
EMNLP (1)
Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen
2020 B conf
Multimodal Review Generation with Privacy and Fairness Awareness.
COLING
Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang
2020 A* conf
Privacy-Preserving Visual Content Tagging using Graph Transformer Networks.
ACM Multimedia
Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang, Hoang D. Nguyen
2020 J jnl
ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites.
CoRR
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
2020 J jnl
Reinforced Data Sampling for Model Diversification.
CoRR
Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le
2019 A* conf
Correlation-Sensitive Next-Basket Recommendation.
IJCAI
Duc-Trong Le, Hady W. Lauw, Yuan Fang
2018 A* conf
Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation.
IJCAI
Duc-Trong Le, Hady W. Lauw, Yuan Fang
2017 A* conf
Basket-Sensitive Personalized Item Recommendation.
IJCAI
Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang
2016 — conf
Modeling Sequential Preferences with Dynamic User and Context Factors.
ECML/PKDD (2)
Duc-Trong Le, Yuan Fang, Hady Wirawan Lauw
2012 C conf
A Model of Vietnamese Person Named Entity Question Answering System.
PACLIC
Mai-Vu Tran, Duc-Trong Le, Xuan-Tu Tran, Tien-Tung Nguyen
2011 — conf
Co-reference Resolution in Vietnamese Documents Based on Support Vector Machines.
IALP
Duc-Trong Le, Mai-Vu Tran, Tri-Thanh Nguyen, Quang-Thuy Ha