Dung Le

According to our database, Dung Le authored at least 18 papers between 1998 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Improving Minimax Estimation Rates for Contaminated Mixture of Multinomial Logistic Experts via Expert Heterogeneity.

Fanqi Yan, Dung Le, Trang Pham, Huy Nguyen, Nhat Ho

CoRR, February, 2026

Catching the First Light of Tomorrow: A Hackathon-Based Framework for Introducing High School Students to AI Agents.

Long Nguyen, Duc Nguyen, Quan Bui, Dung Phan, Dung Le, Khanh Nguyen, Quynh Vo, Khang Vo, Nam Duong, Anh Dinh, Tri Trinh, Chi Phan, An Nguyen, Thai Nguyen, Dang Le, Vinh Dang, Tho Quan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HoRA: Cross-Head Low-Rank Adaptation with Joint Hypernetworks.

Nghiem Tuong Diep, Dung Le, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho

CoRR, October, 2025

Formal Reasoning for Intelligent QA Systems: A Case Study in the Educational Domain.

Tuan Bui, An Nguyen, Phat Thai, Minh Hua, Ngan Pham L. N., Ngan Pham T. B., Dung Le, Long Nguyen, Thanh-Tung Tran, Thang Bui, Tho Quan

CoRR, September, 2025

On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts.

Fanqi Yan, Huy Nguyen, Dung Le, Pedram Akbarian, Nhat Ho, Alessandro Rinaldo

CoRR, May, 2025

2024

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts.

Fanqi Yan, Huy Nguyen, Dung Le, Pedram Akbarian, Nhat Ho

CoRR, 2024

On Barycenter Computation: Semi-Unbalanced Optimal Transport-based Method on Gaussians.

Ngoc-Hai Nguyen, Dung Le, Hoang-Phi Nguyen, Tung Pham, Nhat Ho

CoRR, 2024

Fast Approximation of the Generalized Sliced-Wasserstein Distance.

Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?

Hoang Pham, The-Anh Ta, Shiwei Liu, Lichuan Xiang, Dung Le, Hongkai Wen, Long Tran-Thanh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures.

Shumpei Inoue, Minh-Tien Nguyen, Hiroki Mizokuchi, Tuan-Anh D. Nguyen, Huu-Hiep Nguyen, Dung Le

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2021

Transformer with a Mixture of Gaussian Keys.

Tam Nguyen, Tan M. Nguyen, Dung Le, Khuong Nguyen, Anh Tran, Richard G. Baraniuk, Nhat Ho, Stanley J. Osher

CoRR, 2021

Entropic Gromov-Wasserstein between Gaussian Distributions.

Khang Le, Dung Le, Huy Nguyen, Dat Do, Tung Pham, Nhat Ho

CoRR, 2021

2019

3D Human Pose Estimation in Vietnamese Traditional Martial Art Videos.

Thanh Tuong Nguyen, Van-Hung Le, Long Duy Duong, Cong Thanh Pham, Dung Le

J. Adv. Eng. Comput., 2019

2015

The ARAMIS Workbench for Monitoring, Analysis and Visualization of Architectures based on Run-time Interactions.

Ana Nicolaescu, Horst Lichter, Artjom Göringer, Peter Alexander, Dung Le

Proceedings of the 2015 European Conference on Software Architecture Workshops, 2015

2005

Regularity of Solutions to a Class of Cross Diffusion Systems.

Dung Le

SIAM J. Math. Anal., 2005

2002

Bacterial Wall Attachment in a Flow Reactor.

Don A. Jones, Hristo V. Kojouharov, Dung Le, Hal L. Smith

SIAM J. Appl. Math., 2002

1999

On the probability that subset sequences are minimal.

Dung Le, Anthony J. Macula

Discret. Math., 1999

1998

Effects of Random Motility on Microbial Growth and Competition in a Flow Reactor.

Don A. Jones, Hal L. Smith, Dung Le, Mary Ballyk

SIAM J. Appl. Math., 1998