Duc-Trong Le

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Machine Translation

Item Recommendation

Multimodal Fusion

Emotion Recognition

Top Venues

Publications

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)
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)
Cam-Van Thi Nguyen, Cao-Bach Nguyen, Quang-Thuy Ha, Duc-Trong Le
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition. CoRR (2024)
Phuong Dinh Mai, Duc-Trong Le, Tuan-Anh Hoang, Dung D. Le
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings. CoRR (2024)
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 (2023)
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 (2023)
Hoang Van Truong, Nghia NVN, Alex To, Duc-Trong Le, Hoang D. Nguyen
Reliable Sound Re-labeling Approach for Bird Sound Classification. KES (2023)
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)
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)
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)
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)
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)
Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le
Enhancing Visual Question Answering with Generated Image Caption. CSoNet (2023)
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)
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)
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)
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)
Quoc-Viet Pham Hoang, Duc-Trong Le
Modeling Multi-Intent Basket Sequences for Next-Basket Recommendation. KSE (2021)
Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le
Modular Graph Transformer Networks for Multi-Label Image Classification. AAAI (2021)
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 (2020)
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)
Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le
Reinforced Data Sampling for Model Diversification. CoRR (2020)
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)
Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang
Multimodal Review Generation with Privacy and Fairness Awareness. COLING (2020)
Duc-Trong Le, Hady W. Lauw, Yuan Fang
Correlation-Sensitive Next-Basket Recommendation. IJCAI (2019)
Duc-Trong Le, Hady W. Lauw, Yuan Fang
Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation. IJCAI (2018)
Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang
Basket-Sensitive Personalized Item Recommendation. IJCAI (2017)
Duc-Trong Le, Yuan Fang, Hady Wirawan Lauw
Modeling Sequential Preferences with Dynamic User and Context Factors. ECML/PKDD (2) (2016)
Mai-Vu Tran, Duc-Trong Le, Xuan-Tu Tran, Tien-Tung Nguyen
A Model of Vietnamese Person Named Entity Question Answering System. PACLIC (2012)
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)