| HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks MD Nguyen, SM Lee, QV Pham, DT Hoang, DN Nguyen, WJ Hwang IEEE Transactions on Mobile Computing, 2022 | 17 | 2022 |
| Resource allocation for compression-aided federated learning with high distortion rate XT Nguyen, MD Nguyen, QV Pham, VQ Do, WJ Hwang arXiv preprint arXiv:2206.06976, 2022 | 5 | 2022 |
| Label driven Knowledge Distillation for Federated Learning with non-IID Data MD Nguyen, QV Pham, DT Hoang, L Tran-Thanh, DN Nguyen, WJ Hwang arXiv preprint arXiv:2209.14520, 2022 | 3 | 2022 |
| Joint Communication and Computation Framework for Goal-Oriented Semantic Communication with Distortion Rate Resilience MD Nguyen, QV Do, Z Yang, QV Pham, WJ Hwang arXiv preprint arXiv:2309.14587, 2023 | 2 | 2023 |
| Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey TH Vu, SK Jagatheesaperumal, MD Nguyen, N Van Huynh, S Kim, ... arXiv preprint arXiv:2405.20024, 2024 | | 2024 |
| Which layers should undergo personalization in Federated Learning? MD Nguyen, NK Le, HK Do, NH Tran, VD Nguyen, Z Yang, VC Trinh https://openreview.net/forum?id=N9f9gtFBMp, 2024 | | 2024 |
| Domain Generalization via Pareto Optimality Gradient Matching MD Nguyen, NK Le, HK Do https://openreview.net/forum?id=4gZxU9PjlW, 2024 | | 2024 |
| PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation K Do, D Nguyen, NH Tran, VD Nguyen arXiv preprint arXiv:2404.05393, 2024 | | 2024 |
| Sample-Driven Federated Learning for Energy-Efficient and Real-Time IoT Sensing MN Luu, MD Nguyen, E Bedeer, VD Nguyen, DT Hoang, DN Nguyen, ... arXiv preprint arXiv:2310.07497, 2023 | | 2023 |
| Revisiting LARS for Large Batch Training Generalization of Neural Networks K Do, D Nguyen, H Nguyen, L Tran-Thanh, QV Pham https://openreview.net/forum?id=HANfmG6tQK, 2023 | | 2023 |
| Sample-Driven Control for Federated Learning for IoT Network with Real-Time Sensing NM Luu, MD Nguyen, E Bedeer, D Nguyen, QV Pham | | 2023 |
| Semantic Communication for Partial Observation Multi-agent Reinforcement Learning HK Do, TQ Dinh, MD Nguyen, TH Nguyen 2023 IEEE Statistical Signal Processing Workshop (SSP), 319-323, 2023 | | 2023 |
| Personal Federated Learning via Momentum Target with Self-Improvement TB Nguyen, HK Do, MD Nguyen, TH Nguyen The International Conference on Intelligent Systems & Networks, 247-253, 2023 | | 2023 |
| FFD: A Full-Stack Federated Distillation method for Heterogeneous Massive IoT Networks MD Nguyen, HS Luong, QV Pham, QV Do, WJ Hwang 2022 International Conference on Advanced Technologies for Communications …, 2022 | | 2022 |
| Federated Learning Network Model Parameter Compression Scheme Using Principal Component Analysis SM Lee, QV Pham, MD Nguyen, WJ Hwang Available at SSRN 4245291, 0 | | |
Viet Quoc PhamTrinity College Dublin, The University of Dublin在 tcd.ie 的电子邮件经过验证
