Chengrun Yang - RankMe

27 papers A* 7A 1B 1C 2Misc 2Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	DRL-MOSHRS: A Deep Reinforcement Learning Approach for Multi-Objective Scheduling in Heterogeneous HPC Systems. HPSC Yifei Yang, Linchang Xiao, Tianyufei Zhou, Chengrun Yang, Xuezheng Liu, Miao Hu
2025	J	`jnl`	Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting. CoRR Yufei Li, John Nham, Ganesh Jawahar, Lei Shu, David Uthus, Yun-Hsuan Sung, Chengrun Yang, Itai Rolnick, Yi Qiao, Cong Liu
2025	J	`jnl`	SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling. CoRR Jiefeng Chen, Jie Ren, Xinyun Chen, Chengrun Yang, Ruoxi Sun, Sercan Ö. Arik
2025	J	`jnl`	SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling. Trans. Mach. Learn. Res. Jiefeng Chen, Jie Ren, Xinyun Chen, Chengrun Yang, Ruoxi Sun, Jinsung Yoon, Sercan Ö. Arik
2025	Misc	`conf`	TaskFlare: A Heterogeneity-aware Unified Scheduling Framework for Diverse Domain-Specific Applications in Supercomputing Environments. HPSC Tianyufei Zhou, Yifei Yang, Chengrun Yang, Linchang Xiao, Xuezheng Liu, Miao Hu
2024	B	`conf`	CoarseUCB: A Context-Aware Bitrate Adaptation Algorithm for VBR-encoded Video Streaming. IWCMC Chengrun Yang, Gangqiang Zhou, Miao Hu, Qinglin Zhao, Di Wu
2024	A*	`conf`	Large Language Models as Optimizers. ICLR Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen
2024	A*	`conf`	Long-form factuality in large language models. NeurIPS Jerry Wei, Chengrun Yang, Xinying Song, Yifeng Lu, Nathan Hu, Jie Huang, Dustin Tran, Daiyi Peng, Ruibo Liu, Da Huang, Cosmo Du, Quoc V. Le
2024	J	`jnl`	Long-form factuality in large language models. CoRR Jerry Wei, Chengrun Yang, Xinying Song, Yifeng Lu, Nathan Hu, Dustin Tran, Daiyi Peng, Ruibo Liu, Da Huang, Cosmo Du, Quoc V. Le
2024	C	`conf`	NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines. PDCAT Yifei Yang, Tianyufei Zhou, Linchang Xiao, Chengrun Yang, Xuezheng Liu, Miao Hu, Di Wu
2023	J	`jnl`	Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis. Trans. Mach. Learn. Res. Jicong Fan, Lijun Ding, Chengrun Yang, Zhao Zhang, Madeleine Udell
2023	J	`jnl`	Large Language Models as Optimizers. CoRR Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen
2022	A*	`conf`	How Low Can We Go: Trading Memory for Error in Low-Precision Training. ICLR Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell
2022	J	`jnl`	Resource-Constrained Neural Architecture Search on Tabular Datasets. CoRR Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang
2022	A*	`conf`	TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets. NeurIPS Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang
2021	J	`jnl`	How Low Can We Go: Trading Memory for Error in Low-Precision Training. CoRR Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell
2021	C	`conf`	Multi-Objective Net Architecture Pruning for Remote Sensing Classification. IGARSS Jiaqi Zhao, Chengrun Yang, Yong Zhou, Yajie Zhou, Zhujun Jiang, Ying Chen
2021	J	`jnl`	Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. IEEE Trans. Signal Process. Jicong Fan, Chengrun Yang, Madeleine Udell
2021	A	`conf`	TenIPS: Inverse Propensity Sampling for Tensor Completion. AISTATS Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell
2021	J	`jnl`	TenIPS: Inverse Propensity Sampling for Tensor Completion. CoRR Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell
2020	A*	`conf`	AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. KDD Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
2020	J	`jnl`	Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. CoRR Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
2020	J	`jnl`	Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization. CoRR Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell
2020	J	`jnl`	Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. CoRR Jicong Fan, Chengrun Yang, Madeleine Udell
2020	A*	`conf`	Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence. ICML Lijun Ding, Yingjie Fei, Qiantong Xu, Chengrun Yang
2019	A*	`conf`	OBOE: Collaborative Filtering for AutoML Model Selection. KDD Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell
2018	J	`jnl`	OBOE: Collaborative Filtering for AutoML Initialization. CoRR Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell