| Clebsch–Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network R Kondor*, Z Lin*, S Trivedi* Advances in Neural Information Processing Systems 31, 2018 | 291 | 2018 |
| Generating with confidence: Uncertainty quantification for black-box large language models Z Lin, S Trivedi, J Sun Transactions on Machine Learning Research, 2024 | 107 | 2024 |
| Development of expert-level classification of seizures and rhythmic and periodic patterns during eeg interpretation J Jing, W Ge, S Hong, MB Fernandes, Z Lin, C Yang, S An, AF Struck, ... Neurology 100 (17), e1750-e1762, 2023 | 23 | 2023 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models Z Lin, S Trivedi, J Sun Advances in Neural Information Processing Systems 34, 2021 | 22 | 2021 |
| Conformal Prediction with Temporal Quantile Adjustments Z Lin, S Trivedi, J Sun Advances in Neural Information Processing Systems 35, 2022 | 20 | 2022 |
| DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning Z Lin, N Huang, C Avestruz, WL Wu, S Trivedi, J Caldeira, B Nord Monthly Notices of the Royal Astronomical Society 507 (3), 4149-4164, 2021 | 19 | 2021 |
| Conformal Prediction Intervals with Temporal Dependence Z Lin, S Trivedi, J Sun Transactions on Machine Learning Research, 2022 | 14 | 2022 |
| Pyhealth: A deep learning toolkit for healthcare applications C Yang, Z Wu, P Jiang, Z Lin, J Gao, BP Danek, J Sun Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 13* | 2023 |
| PyHealth: A deep learning toolkit for healthcare predictive modeling C Yang, Z Wu, P Jiang, Z Lin, J Gao, B Danek, J Sun Proceedings of the 27th ACM SIGKDD International Conference on Knowledge …, 2023 | 11 | 2023 |
| SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models Z Lin, C Xiao, L Glass, MB Westover, J Sun AAAI 2022, 2022 | 10 | 2022 |
| Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks Z Lin, S Trivedi, J Sun ICLR 2023, 2023 | 6 | 2023 |
| CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift S Laghuvarapu, Z Lin, J Sun Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control Z Lin, S Trivedi, C Xiao, J Sun ICML 2023, 2023 | 3 | 2023 |
| Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation Z Lin, S Trivedi, J Sun EMNLP 2024, 2024 | 1 | 2024 |
| Certifiably Byzantine-Robust Federated Conformal Prediction M Kang, Z Lin, J Sun, C Xiao, B Li ICML 2024, 2024 | | 2024 |
| Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data J Chen, Z Lin, Q Chen, J Sun arXiv preprint arXiv:2406.00281, 2024 | | 2024 |
| Fully fourier space spherical convolutional neural network based on Clebsch-Gordan transforms I Kondor, S Trivedi, Z Lin US Patent 11,934,478, 2024 | | 2024 |
