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Chengrun Yang
Chengrun Yang
Research Scientist, Google DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
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
1802023
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
1572019
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
362020
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
182021
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
162020
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
92021
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
5*2023
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
5*2022
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
32022
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, ...
arXiv preprint arXiv:2403.18802, 2024
2024
Automated Machine Learning Under Resource Constraints
C Yang
Cornell University, 2022
2022
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Articles 1–11