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Journal Articles
- 2024
[j3]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: 257-273 (2024)- 2023
- [j2]Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham:
Enhancing Few-Shot Image Classification With Cosine Transformer. IEEE Access 11: 79659-79672 (2023) - 2021
- [j1]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: 1441-1479 (2021)
Conference and Workshop Papers
- 2024
- [c13]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: 13475-13491 - [c12]Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine:
Improving Vietnamese-English Medical Machine Translation. LREC/COLING 2024: 8955-8962 - [c11]Huy Dao, Yang Deng, Dung D. Le, Lizi Liao:
Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation. SIGIR 2024: 785-795 - [c10]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: 3940-3951 - 2023
- [c9]Long P. Hoang, Dung D. Le, Tran Anh Tuan, Tran Ngoc Thang:
Improving Pareto Front Learning via Multi-Sample Hypernetworks. AAAI 2023: 7875-7883 - [c8]Huy Dao, Lizi Liao, Dung D. Le, Yuxiang Nie:
Reinforced Target-driven Conversational Promotion. EMNLP 2023: 12583-12596 - [c7]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: 1-5 - 2022
- [c6]Dung D. Le, Hady W. Lauw:
Collaborative Curating for Discovery and Expansion of Visual Clusters. WSDM 2022: 544-552 - 2020
- [c5]Dung D. Le, Hady W. Lauw:
Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval. AAAI 2020: 4594-4601 - 2019
- [c4]Dung D. Le, Hady W. Lauw:
Learning Multiple Maps from Conditional Ordinal Triplets. IJCAI 2019: 2815-2822 - 2018
- [c3]Dung D. Le, Hady W. Lauw:
Multiperspective Graph-Theoretic Similarity Measure. CIKM 2018: 1223-1232 - 2017
- [c2]Dung D. Le, Hady W. Lauw:
Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation. CIKM 2017: 1389-1398 - 2016
- [c1]Dung D. Le, Hady Wirawan Lauw:
Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization. SDM 2016: 396-404
Informal and Other Publications
- 2024
- [i10]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 abs/2401.03748 (2024) - [i9]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 abs/2402.03292 (2024) - [i8]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 abs/2402.11469 (2024) - [i7]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) - [i6]Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine:
Improving Vietnamese-English Medical Machine Translation. CoRR abs/2403.19161 (2024) - [i5]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 abs/2405.19612 (2024) - 2023
- [i4]Huy Dao, Dung D. Le, Cuong Chu:
Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation. CoRR abs/2304.09093 (2023) - [i3]Tuc Nguyen-Van, Dung D. Le, The-Anh Ta:
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold. CoRR abs/2307.04514 (2023) - [i2]Quang-Huy Nguyen, Long P. Hoang, Hoang V. Viet, Dung D. Le:
Controllable Expensive Multi-objective Optimization with Warm-starting Gaussian Processes. CoRR abs/2311.15297 (2023) - 2022
- [i1]Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham, Minh N. Do:
Enhancing Few-shot Image Classification with Cosine Transformer. CoRR abs/2211.06828 (2022)
Coauthor Index
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