*: equal contribution

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2024

Attack On Prompt: Backdoor Attack in Prompt-based Continual Learning
Trang Nguyen, Anh Tran, and Nhat Ho
In Proceedings of AAAI, 2025
paper | code

Statistical Advantages of Perturbing Cosine Router in Sparse Mixture of Experts
Huy Nguyen, Pedram Akbarian*, Trang Pham*, Trang Nguyen*, Shujian Zhang, and Nhat Ho
Under review
paper

Mixture of Experts Meets Prompt-Based Continual Learning
Minh Le, An Nguyen*, Huy Nguyen*, Trang Nguyen*, Trang Pham*, Linh Van Ngo, and Nhat Ho
In Advances in NeurIPS, 2024
paper

NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
Duy-Tung Pham*, Trang Nguyen*, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, and Thien Huu Nguyen
In Findings of EMNLP, 2024
paper

Fast Approximation of the Generalized Sliced-Wasserstein Distance
Dung Le*, Huy Nguyen*, Khai Nguyen*, Trang Nguyen*, and Nhat Ho
In ICASSP, 2024
paper

Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Thanh-Tung Nguyen Van, Linh Van Ngo, and Thien Huu Nguyen
In Proceedings of AAAI, 2025

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2023

Continual Variational Dropout: A View of Auxiliary Local Variables in Continual Learning
Trang Nguyen*, Nam Le Hai*, Linh Ngo Van, Thien Huu Nguyen, and Khoat Than
In Machine Learning Journal
paper | code

On Cross-Layer Alignment for Model Fusion of Heterogeneous Neural Networks
Dang Nguyen, Trang Nguyen, Khai Nguyen, Dinh Phung, Hung Bui, and Nhat Ho
Top 3% Paper, in ICASSP, 2023
paper | code