| Improving task-free continual learning by distributionally robust memory evolution Z Wang, L Shen, L Fang, Q Suo, T Duan, M Gao International conference on machine learning, 22985-22998, 2022 | 62 | 2022 |
| Attention based writer independent verification MA Shaikh, T Duan, M Chauhan, SN Srihari 2020 17th International Conference on Frontiers in Handwriting Recognition …, 2020 | 55 | 2020 |
| RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization Y Li, J Zhao, M Li, Y Dang, E Yu, J Li, Z Sun, U Hussein, J Wen, ... Journal of the American Medical Informatics Association 31 (9), 2030-2039, 2024 | 49 | 2024 |
| Meta learn on constrained transfer learning for low resource cross subject EEG classification T Duan, MA Shaikh, M Chauhan, J Chu, RK Srihari, A Pathak, SN Srihari IEEE Access 8, 224791-224802, 2020 | 48 | 2020 |
| Learning to learn and remember super long multi-domain task sequence Z Wang, L Shen, T Duan, D Zhan, L Fang, M Gao Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 40 | 2022 |
| Ultra efficient transfer learning with meta update for cross subject EEG classification T Duan, M Chauhan, MA Shaikh, J Chu, S Srihari arXiv preprint arXiv:2003.06113, 2020 | 29 | 2020 |
| Meta learning on a sequence of imbalanced domains with difficulty awareness Z Wang, T Duan, L Fang, Q Suo, M Gao Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 27 | 2021 |
| Meta-learning with less forgetting on large-scale non-stationary task distributions Z Wang, L Shen, L Fang, Q Suo, D Zhan, T Duan, M Gao European Conference on Computer Vision, 221-238, 2022 | 26 | 2022 |
| Defending against data-free model extraction by distributionally robust defensive training Z Wang, L Shen, T Liu, T Duan, Y Zhu, D Zhan, D Doermann, M Gao Advances in Neural Information Processing Systems 36, 624-637, 2023 | 23 | 2023 |
| UNCER: A framework for uncertainty estimation and reduction in neural decoding of eeg signals T Duan, Z Wang, S Liu, Y Yin, SN Srihari Neurocomputing 538, 126210, 2023 | 20 | 2023 |
| Metamix: Towards corruption-robust continual learning with temporally self-adaptive data transformation Z Wang, L Shen, D Zhan, Q Suo, Y Zhu, T Duan, M Gao Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 20 | 2023 |
| Parallel clustering of single cell transcriptomic data with split-merge sampling on Dirichlet process mixtures T Duan, JP Pinto, X Xie Bioinformatics 35 (6), 953-961, 2019 | 19 | 2019 |
| Distributionally robust memory evolution with generalized divergence for continual learning Z Wang, L Shen, T Duan, Q Suo, L Fang, W Liu, M Gao IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (12 …, 2023 | 17 | 2023 |
| Online continual decoding of streaming EEG signal with a balanced and informative memory buffer T Duan, Z Wang, F Li, G Doretto, DA Adjeroh, Y Yin, C Tao Neural Networks 176, 106338, 2024 | 14 | 2024 |
| Retain and adapt: Online sequential eeg classification with subject shift T Duan, Z Wang, L Shen, G Doretto, DA Adjeroh, F Li, C Tao IEEE Transactions on Artificial Intelligence 5 (9), 4479-4492, 2024 | 11 | 2024 |
| Layerwise interweaving convolutional LSTM T Duan, SN Srihari Canadian Conference on Artificial Intelligence, 272-277, 2017 | 8 | 2017 |
| Ultra Efficient Transfer Learning with Meta Update for Continuous EEG Classification Across Subjects T Duan, M Chauhan, MA Shaikh, J Chu, SN Srihari | 8* | |
| Sequential embedding induced text clustering, a non-parametric bayesian approach T Duan, Q Lou, SN Srihari, X Xie Pacific-Asia Conference on Knowledge Discovery and Data Mining, 68-80, 2019 | 7 | 2019 |
| Auto regressive dynamic Bayesian network and its application in stock market inference T Duan IFIP International Conference on Artificial Intelligence Applications and …, 2016 | 6 | 2016 |
| Replay with stochastic neural transformation for online continual eeg classification T Duan, Z Wang, G Doretto, F Li, C Tao, D Adjeroh 2023 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2023 | 4 | 2023 |
