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Chengrun Yang
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2020 – today
- 2024
- [c8]Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen:
Large Language Models as Optimizers. ICLR 2024 - [i9]Jerry Wei, Chengrun Yang, Xinying Song, Yifeng Lu, Nathan Hu, Dustin Tran, Daiyi Peng, Ruibo Liu, Da Huang, Cosmo Du, Quoc V. Le:
Long-form factuality in large language models. CoRR abs/2403.18802 (2024) - 2023
- [j2]Jicong Fan, Lijun Ding, Chengrun Yang, Zhao Zhang, Madeleine Udell:
Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis. Trans. Mach. Learn. Res. 2023 (2023) - [i8]Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen:
Large Language Models as Optimizers. CoRR abs/2309.03409 (2023) - 2022
- [c7]Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell:
How Low Can We Go: Trading Memory for Error in Low-Precision Training. ICLR 2022 - [c6]Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang:
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets. NeurIPS 2022 - [i7]Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang:
Resource-Constrained Neural Architecture Search on Tabular Datasets. CoRR abs/2204.07615 (2022) - 2021
- [j1]Jicong Fan
, Chengrun Yang, Madeleine Udell
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. IEEE Trans. Signal Process. 69: 1755-1770 (2021) - [c5]Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell:
TenIPS: Inverse Propensity Sampling for Tensor Completion. AISTATS 2021: 3160-3168 - [c4]Jiaqi Zhao, Chengrun Yang, Yong Zhou, Yajie Zhou, Zhujun Jiang, Ying Chen:
Multi-Objective Net Architecture Pruning for Remote Sensing Classification. IGARSS 2021: 4940-4943 - [i6]Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell:
TenIPS: Inverse Propensity Sampling for Tensor Completion. CoRR abs/2101.00323 (2021) - [i5]Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell:
How Low Can We Go: Trading Memory for Error in Low-Precision Training. CoRR abs/2106.09686 (2021) - 2020
- [c3]Lijun Ding, Yingjie Fei, Qiantong Xu, Chengrun Yang:
Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence. ICML 2020: 2535-2544 - [c2]Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. KDD 2020: 1446-1456 - [i4]Jicong Fan, Chengrun Yang, Madeleine Udell:
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. CoRR abs/2005.01317 (2020) - [i3]Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell:
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. CoRR abs/2006.04216 (2020) - [i2]Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell:
Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization. CoRR abs/2012.03436 (2020)
2010 – 2019
- 2019
- [c1]Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell
OBOE: Collaborative Filtering for AutoML Model Selection. KDD 2019: 1173-1183 - 2018
- [i1]Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell:
OBOE: Collaborative Filtering for AutoML Initialization. CoRR abs/1808.03233 (2018)
Coauthor Index
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