| SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication M Bornstein, T Rabbani, E Wang, AS Bedi, F Huang The Eleventh International Conference on Learning Representations, 2023 | 14 | 2023 |
| Sketch-GNN: Scalable graph neural networks with sublinear training complexity M Ding, T Rabbani, B An, E Wang, F Huang Advances in Neural Information Processing Systems 35, 2930-2943, 2022 | 12 | 2022 |
| WAVES: Benchmarking the Robustness of Image Watermarks B An, M Ding, T Rabbani, A Agrawal, Y Xu, C Deng, S Zhu, A Mohamed, ... Forty-first International Conference on Machine Learning, 0 | 12* | |
| Faster hyperparameter search on graphs via calibrated dataset condensation M Ding, X Liu, T Rabbani, F Huang NeurIPS 2022 Workshop: New Frontiers in Graph Learning, 2022 | 5 | 2022 |
| Comfetch: Federated learning of large networks on constrained clients via sketching T Rabbani, B Feng, M Bornstein, KR Sang, Y Yang, A Rajkumar, ... arXiv preprint arXiv:2109.08346, 2021 | 5* | 2021 |
| Practical and fast momentum-based power methods T Rabbani, A Jain, A Rajkumar, F Huang Mathematical and Scientific Machine Learning, 721-756, 2022 | 4 | 2022 |
| Fast GPU Convolution for CP-Decomposed Tensorial Neural Networks A Reustle, T Rabbani, F Huang Intelligent Systems and Applications: Proceedings of the 2020 Intelligent …, 2021 | 4 | 2021 |
| Large-Scale Distributed Learning via Private On-Device LSH T Rabbani, M Bornstein, F Huang Advances in Neural Information Processing Systems 36, 2024 | 2* | 2024 |
| Constructions of difference sets in nonabelian 2-groups T Applebaum, J Clikeman, JA Davis, JF Dillon, J Jedwab, T Rabbani, ... Algebra & Number Theory 17 (2), 359-396, 2023 | 2 | 2023 |
| Balancing Label Imbalance in Federated Environments Using Only Mixup and Artificially-Labeled Noise K Sang, T Rabbani, F Huang arXiv preprint arXiv:2409.13235, 2024 | | 2024 |
| Calibrated Dataset Condensation for Faster Hyperparameter Search M Ding, Y Xu, T Rabbani, X Liu, B Gravelle, T Ranadive, TC Tuan, ... arXiv preprint arXiv:2405.17535, 2024 | | 2024 |
| A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM) D Yuan, C Fermüller, T Rabbani, F Huang, Y Aloimonos arXiv preprint arXiv:2404.01568, 2024 | | 2024 |
| conv_einsum: A Framework for Representation and Fast Evaluation of Multilinear Operations in Convolutional Tensorial Neural Networks T Rabbani, J Su, X Liu, D Chan, G Sangston, F Huang arXiv preprint arXiv:2401.03384, 2024 | | 2024 |
| Efficient Models and Learning Strategies for Resource-Constrained Systems T Rabbani University of Maryland, College Park, 2024 | | 2024 |
| Non-Abelian orthogonal building sets T Rabbani, KW Smith Finite Fields and their Applications: Proceedings of the 14th International …, 2020 | | 2020 |
| Unique minimal forcing sets and forced representation of integers by quadratic forms T Rabbani Rose-Hulman Undergraduate Mathematics Journal 17 (1), 1, 2016 | | 2016 |
| Erasing the Invisible: A Stress-Test Challenge for Image Watermarks M Ding, T Rabbani, B An, S Chakraborty, C Deng, M Saberi, Y Wen, ... NeurIPS 2024 Competition Track, 0 | | |
| Improving the error-correcting code used in 3-G communication T Rabbani | | |
Furong HuangAssociate Professor of Computer Science, University of MarylandVerified email at umd.edu
