Tung-Anh Nguyen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Unsupervised Learning

Singular Spectrum Analysis

Grassmann Manifold

Top Venues

Publications

Long Tan Le, Han Shu, Tung-Anh Nguyen, Choong Seon Hong, Nguyen Hoang Tran
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization. CoRR (2024)
Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen, Wei Bao, Suranga Seneviratne, Choong Seon Hong, Nguyen Hoang Tran
Federated PCA on Grassmann Manifold for IoT Anomaly Detection. CoRR (2024)
Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Nguyen Hoang Tran
Federated Deep Equilibrium Learning: A Compact Shared Representation for Edge Communication Efficiency. CoRR (2023)
Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. INFOCOM (2023)
Jiayu He, Matloob Khushi, Tung-Anh Nguyen, Nguyen Hoang Tran
Fed-mSSA: A Federated Approach for Spatio-Temporal Data Modeling Using Multivariate Singular Spectrum Analysis. ICDM (2023)
Tung-Anh Nguyen, Tuan Dung Nguyen, Long Tan Le, Canh T. Dinh, Nguyen Hoang Tran
On the Generalization of Wasserstein Robust Federated Learning. CoRR (2022)
Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. CoRR (2022)