Duc-Trong Le

Assistant Professor, Faculty of IT, Vietnam National University, Hanoi

Joined

July 2019

Names

Duc-Trong Le

Emails

****@vnu.edu.vn (Confirmed)

****@uet.edu.vn (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Faculty of IT, Vietnam National University, Hanoi (vnu.edu.vn)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Hady W. Lauw

2014 – 2019

PhD Advisor

Yuan Fang

2014 – 2019

Expertise

Recommender Systems

Present

Preference Learning

Present

Reliable Machine Learning

Present

Social/Web/Text Mining

Present

Multimodal Learning

Present

Publications

Semantic Grouping with Dual-Strategy Distributional Rehearsal for Continual Learning
Khoa Le Nho, Hồ Xuân Hùng, Thanh Hai Dang, Duc-Trong Le, Quynh-Trang Pham Thi
- CATS@ICML26 Poster
- Readers: Everyone
Agentic Design Patterns: A System-Theoretic Framework
Dung Dao, Quy Minh Le, Hoang Thanh Lam, Duc-Trong Le, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen
- LAW
- Readers: Everyone
Modular graph transformer networks for multi-label image classification
Duc-Trong Le
- Proceedings of the AAAI Conference on Artificial Intelligence 2021
- Readers: Everyone
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition
Cam Van Thi Nguyen, Son Le The, Tuan Anh Mai, Duc-Trong Le
- MM2024 Poster
- Readers: Everyone
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction
Cam Van Thi Nguyen, Tuan Anh Mai, Son Le The, Dang Hai Kieu, Duc-Trong Le
- EMNLP 2023 Main
- Readers: Everyone
Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation
Duc-Trong Le, Hady W. Lauw, Yuan Fang
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
Basket-Sensitive Personalized Item Recommendation
Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang
- 2017 (modified: 10 Nov 2022)
- IJCAI 2017
- Readers: Everyone

Duc-Trong Le

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Semantic Grouping with Dual-Strategy Distributional Rehearsal for Continual Learning

Agentic Design Patterns: A System-Theoretic Framework

Modular graph transformer networks for multi-label image classification

Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition

Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction

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

Basket-Sensitive Personalized Item Recommendation

Co-Authors