| Certified monotonic neural networks X Liu, X Han, N Zhang, Q Liu Advances in Neural Information Processing Systems 33, 15427-15438, 2020 | 81 | 2020 |
| Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series X Han, S Dasgupta, J Ghosh Artificial Intelligence and Statistics, 2021 | 38 | 2021 |
| Architecture Agnostic Federated Learning for Neural Networks D Makhija, X Han, N Ho, J Ghosh International Conference on Machine Learning (ICML 2022), 14860-14870, 2022 | 32 | 2022 |
| Effects of integrated intent recognition and communication on human-robot collaboration ML Chang, RA Gutierrez, P Khante, ES Short, AL Thomaz 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 26 | 2018 |
| Designing Robust Transformers using Robust Kernel Density Estimation X Han, T Ren, T Nguyen, K Nguyen, J Ghosh, N Ho Advances in Neural Information Processing Systems 36, 2024 | 6* | 2024 |
| Split localized conformal prediction X Han, Z Tang, J Ghosh, Q Liu ICML 2021 DFUQ Workshop, 2022 | 4 | 2022 |
| Dynamic Combination of Heterogeneous Models for Hierarchical Time Series X Han, J Hu, J Ghosh 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1207-1216, 2022 | 3* | 2022 |
| Model-agnostic explanations using minimal forcing subsets X Han, J Ghosh 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 3 | 2021 |
| Efficient Forecasting of Large-Scale Hierarchical Time Series via Multilevel Clustering X Han, T Ren, J Hu, J Ghosh, N Ho Engineering Proceedings 39 (1), 31, 2023 | 2 | 2023 |
| Multi-pair text style transfer for unbalanced data via task-adaptive meta-learning X Han, J Lundin ACL Workshop on Meta Learning and Its Applications to Natural Language …, 2021 | 2 | 2021 |
| Sensing personality to predict job performance S Lin, SM Mattingly, X Han, P Audia, A Campbell, V Das Swain, ... Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human …, 2019 | 2 | 2019 |
| FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion X Han, H Nguyen, C Harris, N Ho, S Saria arXiv preprint arXiv:2402.03226, 2024 | 1 | 2024 |
| Novel Node Category Detection Under Subpopulation Shift HH Chung, S Chaudhari, Y Wald, X Han, J Ghosh arXiv preprint arXiv:2404.01216, 2024 | | 2024 |
| Machine-learning based generation of text style variations for digital content items J Lundin, OW Schoppe, X Han, MR Sollami, BJ Lonsdorf, AM Ross, ... US Patent 11,694,018, 2023 | | 2023 |
| A Novel Control-Variates Approach for Performative Gradient-Based Learners with Missing Data X Han, J Hu, J Ghosh 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | | 2023 |
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombsVerified email at utexas.edu
