Personalized Federated Learning with Moreau Envelopes CT Dinh, NH Tran, TD Nguyen Proceedings of the 34th International Conference on Neural Information …, 2020 | 857 | 2020 |
Federated Learning with Proximal Stochastic Variance Reduced Gradient Algorithms CT Dinh, NH Tran, TD Nguyen, W Bao, AY Zomaya, BB Zhou 49th International Conference on Parallel Processing, 1-11, 2020 | 16 | 2020 |
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning CT Dinh, NH Tran, TD Nguyen, W Bao, AR Balef, BB Zhou, A Zomaya IEEE Transactions on Parallel and Distributed Systems 33 (11), 2648-2660, 2022 | 14 | 2022 |
Mapping Topics in 100,000 Real-Life Moral Dilemmas TD Nguyen, G Lyall, A Tran, M Shin, NG Carroll, C Klein, L Xie Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022 | 10 | 2022 |
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets E Perkowski, R Pan, TD Nguyen, YS Ting, S Kruk, T Zhang, C O’Neill, ... Research Notes of the AAS 8 (1), 7, 2024 | 5 | 2024 |
AstroLLaMA: Towards Specialized Foundation Models in Astronomy TD Nguyen, YS Ting, I Ciucă, C O'Neill, ZC Sun, M Jabłońska, S Kruk, ... 2nd Workshop on Information Extraction from Scientific Publications, 49-55, 2023 | 5 | 2023 |
Distributionally Robust Federated Learning for Mobile Edge Networks LT Le, TA Nguyen, TD Nguyen, NH Tran, NB Truong, PL Vo, BT Hung, ... Mobile Networks and Applications, 1-11, 2024 | 3* | 2024 |
Accelerating federated edge learning TD Nguyen, AR Balef, CT Dinh, NH Tran, DT Ngo, TA Le, PL Vo IEEE Communications Letters 25 (10), 3282-3286, 2021 | 2 | 2021 |
Measuring Moral Dimensions in Social Media with Mformer TD Nguyen, Z Chen, NG Carroll, A Tran, C Klein, L Xie Proceedings of the International AAAI Conference on Web and Social Media 18, 2024 | 1 | 2024 |
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AD Nguyen, TD Nguyen, QM Nguyen, HH Nguyen, LM Nguyen, KC Toh Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8090-8098, 2024 | 1 | 2024 |
AstroMLab 1: Who Wins Astronomy Jeopardy!? YS Ting, TD Nguyen, T Ghosal, R Pan, H Arora, Z Sun, T de Haan, ... arXiv preprint arXiv:2407.11194, 2024 | | 2024 |
Federated PCA on Grassmann Manifold for IoT Anomaly Detection TA Nguyen, LT Le, TD Nguyen, W Bao, S Seneviratne, CS Hong, NH Tran IEEE/ACM Transactions on Networking, 2024 | | 2024 |
Federated Deep Equilibrium Learning: A Compact Shared Representation for Edge Communication Efficiency LT Le, TD Nguyen, TA Nguyen, CS Hong, NH Tran arXiv preprint arXiv:2309.15659, 2023 | | 2023 |
Data-Driven Understanding of Real-Life Moral Dilemmas via Topic Mapping and Moral Foundations TD Nguyen M.Phil. Thesis, 2023 | | 2023 |