| Large Language Models as Optimizers C Yang*, X Wang, Y Lu, H Liu, QV Le, D Zhou, X Chen* International Conference on Learning Representations (ICLR) 2024, 2023 | 651* | 2023 |
| OBOE: Collaborative filtering for AutoML model selection C Yang, Y Akimoto, DW Kim, M Udell Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 165 | 2019 |
| Long-form factuality in large language models J Wei*, C Yang*, X Song*, Y Lu*, N Hu, D Tran, D Peng, R Liu, D Huang, ... Advances in Neural Information Processing Systems, 2024 | 70* | 2024 |
| AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space C Yang, J Fan, Z Wu, M Udell Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 42* | 2020 |
| Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering J Fan, C Yang, M Udell IEEE Transactions on Signal Processing 69, 1755-1770, 2021 | 22 | 2021 |
| Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence L Ding, Y Fei, Q Xu, C Yang International Conference on Machine Learning, 2535-2544, 2020 | 20 | 2020 |
| TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets C Yang, G Bender, H Liu, PJ Kindermans, M Udell, Y Lu, QV Le, D Huang Advances in Neural Information Processing Systems, 2022 | 11 | 2022 |
| TenIPS: Inverse Propensity Sampling for Tensor Completion C Yang, L Ding, Z Wu, M Udell International Conference on Artificial Intelligence and Statistics, 3160-3168, 2021 | 11 | 2021 |
| Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis J Fan, L Ding, C Yang, Z Zhang, M Udell Transactions on Machine Learning Research, 2023 | 9* | 2023 |
| How Low Can We Go: Trading Memory for Error in Low-Precision Training C Yang*, Z Wu*, J Chee, C De Sa, M Udell International Conference on Learning Representations (ICLR) 2022, 2022 | 7 | 2022 |
| Automated Machine Learning Under Resource Constraints C Yang Cornell University, 2022 | | 2022 |