| 2026 | INFOCOM | GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference. | Phuong Tran, Tzu-Hao Liu, Long Tan Le, Tung-Anh Nguyen, Van Quan La, Eason Yu, Han Shu, Choong Seon Hong, Nguyen H. Tran |
| 2025 | SDM | Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection. | Long Tan Le, Tung-Anh Nguyen, Han Shu, Suranga Seneviratne, Choong Seon Hong, Nguyen H. Tran |
| 2024 | CIKM | Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization. | Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Suranga Seneviratne, Wei Bao, Nguyen Hoang Tran |
| 2023 | ICDM | Fed-mSSA: A Federated Approach for Spatio-Temporal Data Modeling Using Multivariate Singular Spectrum Analysis. | Jiayu He, Matloob Khushi, Tung-Anh Nguyen, Nguyen Hoang Tran |
| 2023 | INFOCOM | Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. | Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran |