Chengrun Yang

Large Language Models as Optimizers

Chengrun Yang, Xuezhi Wang, Yifeng Lu et al. · arXiv (Cornell University) · 2023 · 87 citations · Full text

OBOE

Chengrun Yang, Yuji Akimoto, Dae Won Kim et al. · 2019 · 86 citations · Full text

Artificial Intelligence, Algorithm Selection, Hyperparameter Estimation +10

AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space

Chengrun Yang, Jicong Fan, Ziyang Wu et al. · 2020 · 29 citations

Artificial Intelligence, Engineering, Machine Learning +21

Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering

Jicong Fan, Chengrun Yang, Madeleine Udell · IEEE Transactions on Signal Processing · 2021 · 20 citations · Full text

Sparse Representation, Machine Vision, Machine Learning +10

OBOE: Collaborative Filtering for AutoML Initialization.

Chengrun Yang, Yuji Akimoto, Dae Won Kim et al. · arXiv (Cornell University) · 2018 · 18 citations · Full text

Natural Language Processing, Engineering, Information Retrieval +8