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Author

Chengrun Yang

Observed name: Yang, Chengrun
ORCID: 0000-0002-4688-9488
Observed ORCID: 0000-0002-4688-9488
OpenAlex ID: A5103941981
Large Language Models as Optimizers
2023 · Yang, Chengrun, Wang, Xuezhi, et al. · arXiv (Cornell University) · 151
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OBOE
2019 · Chengrun Yang, Yuji Akimoto, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 102
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Long-form factuality in large language models
2024 · Jerry Wei, Chengrun Yang, et al. · neural information processing systems · 36
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AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space
2020 · Chengrun Yang, Jicong Fan, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 29
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering
2021 · Jicong Fan, Chengrun Yang, et al. · IEEE Transactions on Signal Processing · 21
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OBOE: Collaborative Filtering for AutoML Initialization.
2018 · Chengrun Yang, Yuji Akimoto, et al. · arXiv (Cornell University) · 19
Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence
2020 · Ding, Lijun, Fei, Yingjie, et al. · arXiv (Cornell University) · 8
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Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis
2020 · Fan, Jicong, Ding, Lijun, et al. · arXiv (Cornell University) · 5
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Efficient AutoML Pipeline Search with Matrix and Tensor Factorization
2020 · Yang, Chengrun, Fan, Jicong, et al. · arXiv (Cornell University) · 4
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TaskFlare: A Heterogeneity-aware Unified Scheduling Framework for Diverse Domain-Specific Applications in Supercomputing Environments
2025 · Tianyufei Zhou, Yifei Yang, et al. · 3
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
2022 · Chengrun Yang, Gabriel Bender, et al. · neural information processing systems · 3
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Multi-Objective Net Architecture Pruning for Remote Sensing Classification
2021 · Jiaqi Zhao, Chengrun Yang, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 3
How Low Can We Go: Trading Memory for Error in Low-Precision Training
2021 · Yang, Chengrun, Wu, Ziyang, et al. · arXiv (Cornell University) · 2
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TenIPS: Inverse Propensity Sampling for Tensor Completion
2021 · Yang, Chengrun, Ding, Lijun, et al. · arXiv (Cornell University) · 2
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CoarseUCB: A Context-Aware Bitrate Adaptation Algorithm for VBR-encoded Video Streaming
2024 · Chengrun Yang, Gangqiang Zhou, et al. · International Wireless Communications and Mobile Computing Conference (IWCMC) · 1
Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization.
2020 · Jicong Fan, Lijun Ding, et al. · arXiv (Cornell University) · 1
DRL-MOSHRS: A Deep Reinforcement Learning Approach for Multi-Objective Scheduling in Heterogeneous HPC Systems
2025 · Yifei Yang, Linchang Xiao, et al.
NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines
2025 · Yifei Yang, Tianyufei Zhou, et al. · Lecture notes in computer science
Works count: 21
Citation count: 453
H-index: 8
I10-index: 7
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