Dung D. Le

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Personalized Ranking

Machine Translation

Item Recommendation

Implicit Feedback

Top Venues

Publications

Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine
Improving Vietnamese-English Medical Machine Translation. LREC/COLING (2024)
Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu, Khanh-Huyen Bui, Kilian Q. Weinberger, Dung D. Le
Zero-shot Object-Level OOD Detection with Context-Aware Inpainting. CoRR (2024)
Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong
Towards Efficient Communication Federated Recommendation System via Low-rank Training. CoRR (2024)
Cuong Dang, Dung D. Le, Thai Le
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models. CoRR (2024)
Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine
Improving Vietnamese-English Medical Machine Translation. CoRR (2024)
Huy Dao, Yang Deng, Dung D. Le, Lizi Liao
Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation. SIGIR (2024)
Tran Anh Tuan, Long Phi Hoang, Dung D. Le, Tran Ngoc Thang
A framework for controllable Pareto front learning with completed scalarization functions and its applications. Neural Networks 169 (2024)
Cuong Dang, Dung D. Le, Thai Le
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models. ACL (Findings) (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)
Hai-Dang Kieu, Minh Duc Nguyen, Thanh-Son Nguyen, Dung D. Le
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations. CoRR (2024)
Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong
Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training. WWW (2024)
Tan M. Nguyen, Tam Nguyen, Long Bui, Hai Do, Duy Khuong Nguyen, Dung D. Le, Hung Tran-The, Nhat Ho, Stanley J. Osher, Richard G. Baraniuk
A Probabilistic Framework for Pruning Transformers Via a Finite Admixture of Keys. ICASSP (2023)
Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham
Enhancing Few-Shot Image Classification With Cosine Transformer. IEEE Access 11 (2023)
Tuc Nguyen-Van, Dung D. Le, The-Anh Ta
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold. CoRR (2023)
Long P. Hoang, Dung D. Le, Tran Anh Tuan, Tran Ngoc Thang
Improving Pareto Front Learning via Multi-Sample Hypernetworks. AAAI (2023)
Quang-Huy Nguyen, Long P. Hoang, Hoang V. Viet, Dung D. Le
Controllable Expensive Multi-objective Optimization with Warm-starting Gaussian Processes. CoRR (2023)
Huy Dao, Dung D. Le, Cuong Chu
Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation. CoRR (2023)
Huy Dao, Lizi Liao, Dung D. Le, Yuxiang Nie
Reinforced Target-driven Conversational Promotion. EMNLP (2023)
Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham, Minh N. Do
Enhancing Few-shot Image Classification with Cosine Transformer. CoRR (2022)
Dung D. Le, Hady W. Lauw
Collaborative Curating for Discovery and Expansion of Visual Clusters. WSDM (2022)
Dung D. Le, Hady Wirawan Lauw
Efficient Retrieval of Matrix Factorization-Based Top-k Recommendations: A Survey of Recent Approaches. J. Artif. Intell. Res. 70 (2021)
Dung D. Le, Hady W. Lauw
Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval. AAAI (2020)
Dung D. Le, Hady W. Lauw
Learning Multiple Maps from Conditional Ordinal Triplets. IJCAI (2019)
Dung D. Le, Hady W. Lauw
Multiperspective Graph-Theoretic Similarity Measure. CIKM (2018)
Dung D. Le, Hady W. Lauw
Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation. CIKM (2017)
Dung D. Le, Hady Wirawan Lauw
Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization. SDM (2016)