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2020 – today
- 2026
[j3]Tuan-Duc Nguyen
, Duc-Trong Le:
MODE: A model-agnostic framework for object detection under adverse weather conditions. Pattern Recognit. 173: 112868 (2026)- [c35]Ha-Anh Hoang Nguyen, Tri-Duc Phan Le, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le:
Counterfactual Understanding via Retrieval-Aware Multimodal Modeling for Time-to-Event Survival Prediction. ECIR (3) 2026: 369-383 - [i19]Anh-Tuan Mai, Cam-Van Thi Nguyen, Duc-Trong Le:
Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation. CoRR abs/2601.14274 (2026) - [i18]Minh-Dung Dao, Quy Minh Le, Hoang Thanh Lam, Duc-Trong Le, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen:
Agentic Design Patterns: A System-Theoretic Framework. CoRR abs/2601.19752 (2026) - [i17]Ha-Anh Hoang Nguyen, Tri-Duc Phan Le, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le:
Counterfactual Understanding via Retrieval-aware Multimodal Modeling for Time-to-Event Survival Prediction. CoRR abs/2602.19987 (2026) - [i16]Tien Anh Pham, Phuong-Anh Nguyen, Duc-Trong Le, Cam-Van Thi Nguyen:
MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities. CoRR abs/2603.09874 (2026) - [i15]Phuong-Anh Nguyen, Tien Anh Pham, Duc-Trong Le, Cam-Van Thi Nguyen:
BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates. CoRR abs/2603.19718 (2026) - 2025
- [j2]Cam-Van Thi Nguyen, Hai-Dang Kieu, Quang-Thuy Ha, Xuan-Hieu Phan, Duc-Trong Le:
Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition in the presence of incomplete modalities. Neurocomputing 623: 129342 (2025) - [j1]Phuong Mai Dinh, Duc-Trong Le, Tuan-Anh Hoang, Dung Duy Le:
Towards efficient pareto-optimal utility-fairness between groups in repeated rankings. Mach. Learn. 114(3): 56 (2025) - [c34]Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation. CIKM 2025: 5053-5057 - [c33]Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury:
RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction. ECAI 2025: 1889-1896 - [c32]Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
BRIDGE: Bundle Recommendation via Instruction-Driven Generation. ECAI 2025: 2219-2226 - [c31]Long-Hai Nguyen, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Atsuhiro Takasu, Hoang-Quynh Le:
Dual-Enhanced Item Representation for Bundle Construction via Category-Wise and Cross-Modality Learning. SIGIR-AP 2025: 272-280 - [c30]Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation. WWW (Companion Volume) 2025: 3088-3091 - [i14]Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation. CoRR abs/2505.14901 (2025) - [i13]Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury:
RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction. CoRR abs/2507.14361 (2025) - [i12]Minh-Anh Nguyen, Bao Nguyen, Ha Lan N. T., Tuan-Anh Hoang, Duc-Trong Le, Dung D. Le:
Enhancing Graph-based Recommendations with Majority-Voting LLM-Rerank Augmentation. CoRR abs/2507.21563 (2025) - [i11]Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation. CoRR abs/2508.08042 (2025) - [i10]Kieu-Anh Thi Truong, Huy-Hieu Pham, Duc-Trong Le:
CLEAR: Causal Learning Framework For Robust Histopathology Tumor Detection Under Out-Of-Distribution Shifts. CoRR abs/2510.14273 (2025) - 2024
- [c29]Quynh-Trang Pham Thi, Duc-Hung Nguyen, Thanh Hai Dang, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha:
Towards Robust Continual Learning: A Multi-Head Approach with Online Prototype Equilibrium and Adaptive Prototypical Feedback. ACIIDS (2) 2024: 275-286 - [c28]Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha:
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition. LREC/COLING 2024: 4259-4265 - [c27]Hoang V. Dong, Huu-Quang Nguyen, Hoang D. Nguyen, Duc-Trong Le:
Collaborative Fair-is-Better Filtering for Implicit Feedback. KES 2024: 1498-1507 - [c26]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:
When Does a Typhoon Form? A Deep Learning Approach using Synthetic Images Constructed from Climate Reanalysis Data. KSE 2024: 48-53 - [c25]Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le:
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition. ACM Multimedia 2024: 9330-9339 - [c24]Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hung Hoang, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning. ECML/PKDD (8) 2024: 324-341 - [c23]Quynh-Trang Pham Thi, Minh-Anh Dang, Tri-Thanh Nguyen, Duc-Trong Le, Thanh-Hai Dang:
Dynamic Prompt Selection for Resource-Efficient Continual Learning in Panoptic Segmentation. RIVF 2024: 372-376 - [i9]Phuong Dinh Mai, Duc-Trong Le, Tuan-Anh Hoang, Dung D. Le:
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings. CoRR abs/2402.14305 (2024) - [i8]Cam-Van Thi Nguyen, Cao-Bach Nguyen, Quang-Thuy Ha, Duc-Trong Le:
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition. CoRR abs/2402.17269 (2024) - [i7]Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hoang Manh-Hung, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning. CoRR abs/2408.08906 (2024) - [i6]Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le:
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition. CoRR abs/2408.12895 (2024) - [i5]Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Nguyen Thi, Hoang-Quynh Le, Duc-Trong Le:
BRIDGE: Bundle Recommendation via Instruction-Driven Generation. CoRR abs/2412.18092 (2024) - 2023
- [c22]Quynh-Trang Pham Thi, Ngoc-Huyen Ngo, Anh-Duc Nguyen, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha:
Mitigating Catastrophic Forgetting in Neural Machine Translation Through Teacher-Student Distillation with Attention Mechanism. ACIIDS (Companion) 2023: 376-386 - [c21]Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le:
Enhancing Visual Question Answering with Generated Image Caption. CSoNet 2023: 15-26 - [c20]Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le:
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction. EMNLP 2023: 15154-15167 - [c19]Thuy-Trinh Nguyen, Viet Hoang-Quoc Pham, Duc-Trong Le, Xuan-Son Vu, Fani Deligianni, Hoang D. Nguyen:
Multimodal Machine Learning for Mental Disorder Detection: A Scoping Review. KES 2023: 1458-1467 - [c18]Hoang Van Truong, Nghia NVN, Alex To, Duc-Trong Le, Hoang D. Nguyen:
Reliable Sound Re-labeling Approach for Bird Sound Classification. KES 2023: 3718-3726 - [c17]Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Duy-Cat Can, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le:
HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation. KSE 2023: 1-6 - [c16]Cam-Van Thi Nguyen, Huy-Sang Nguyen, Duc-Trong Le, Quang-Thuy Ha:
Multimodal Learning with Incompleteness towards Multimodal Sentiment Analysis and Emotion Recognition Task. KSE 2023: 1-6 - [c15]Cam-Van Nguyen Thi, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha:
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization. PACLIC 2023: 582-590 - [c14]Nguyen Van Doan, Trong Duc Nguyen, Dat Tran Nguyen, Cam-Van Thi Nguyen, Hai-Dang Kieu, Duc-Trong Le:
GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation. SoICT 2023: 327-334 - [i4]Cam-Van Thi Nguyen, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha:
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization. CoRR abs/2311.03785 (2023) - [i3]Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le:
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction. CoRR abs/2311.04507 (2023) - 2022
- [c13]Cam-Van Nguyen Thi, Thanh-Toan Vuong, Duc-Trong Le, Quang-Thuy Ha:
v3MFND: A Deep Multi-domain Multimodal Fake News Detection Model for Vietnamese. ACIIDS (1) 2022: 608-620 - [c12]Thi-Phuong-Trang Pham, Anh-Cuong Pham, Ngoc-Huyen Ngo, Duc-Trong Le:
Memory-Based Method using Prototype Augmentation for Continual Relation Extraction. RIVF 2022: 1-6 - 2021
- [c11]Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le:
Modular Graph Transformer Networks for Multi-Label Image Classification. AAAI 2021: 9092-9100 - [c10]Quoc-Viet Pham Hoang, Duc-Trong Le:
Modeling Multi-Intent Basket Sequences for Next-Basket Recommendation. KSE 2021: 1-6 - 2020
- [c9]Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang:
Multimodal Review Generation with Privacy and Fairness Awareness. COLING 2020: 414-425 - [c8]Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen:
Introducing a New Dataset for Event Detection in Cybersecurity Texts. EMNLP (1) 2020: 5381-5390 - [c7]Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang, Hoang D. Nguyen:
Privacy-Preserving Visual Content Tagging using Graph Transformer Networks. ACM Multimedia 2020: 2299-2307 - [i2]Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le:
Reinforced Data Sampling for Model Diversification. CoRR abs/2006.07100 (2020) - [i1]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:
ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites. CoRR abs/2012.08895 (2020)
2010 – 2019
- 2019
- [c6]Duc-Trong Le, Hady W. Lauw, Yuan Fang:
Correlation-Sensitive Next-Basket Recommendation. IJCAI 2019: 2808-2814 - 2018
- [c5]Duc-Trong Le, Hady W. Lauw, Yuan Fang:
Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation. IJCAI 2018: 3414-3420 - 2017
- [c4]Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang:
Basket-Sensitive Personalized Item Recommendation. IJCAI 2017: 2060-2066 - 2016
- [c3]Duc-Trong Le, Yuan Fang, Hady Wirawan Lauw:
Modeling Sequential Preferences with Dynamic User and Context Factors. ECML/PKDD (2) 2016: 145-161 - 2012
- [c2]Mai-Vu Tran, Duc-Trong Le, Xuan-Tu Tran, Tien-Tung Nguyen:
A Model of Vietnamese Person Named Entity Question Answering System. PACLIC 2012: 325-332 - 2011
- [c1]Duc-Trong Le, Mai-Vu Tran, Tri-Thanh Nguyen, Quang-Thuy Ha:
Co-reference Resolution in Vietnamese Documents Based on Support Vector Machines. IALP 2011: 89-92
Coauthor Index
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