Yangrui Chen - RankMe

19 papers A* 3A 3Misc 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	MegaScale-Data: Scaling DataLoader for Multisource Large Foundation Model Training. EuroSys Juntao Zhao, Qi Lu, Wei Jia, Borui Wan, Lei Zuo, Junda Feng, Jianyu Jiang, Yangrui Chen, Shuaishuai Cao, Jialing He, Kaihua Jiang, Yuanzhe Hu, Shibiao Nong, Yanghua Peng, Haibin Lin, Chuan Wu
2026	A	`conf`	MegaScale-Omni: A Hyper-Scale, Workload-Resilient System for MultiModal LLM Training in Production. EuroSys Chunyu Xue, Yangrui Chen, Jianyu Jiang, Ningxin Zheng, Junda Feng, Jingji Chen, Shixiong Zhao, Shen Yan, Yi Lin, Lei Shi, Zanbo Wang, Lishu Luo, Faming Wu, Haibin Lin, Yanghua Peng, Xin Liu, Quan Chen
2025	J	`jnl`	OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training. CoRR Juntao Zhao, Qi Lu, Wei Jia, Borui Wan, Lei Zuo, Junda Feng, Jianyu Jiang, Yangrui Chen, Shuaishuai Cao, Jialing He, Kaihua Jiang, Yuanzhe Hu, Yanghua Peng, Haibin Lin, Xin Liu, Chuan Wu
2025	—	`conf`	Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation. USENIX ATC Weiqi Feng, Yangrui Chen, Shaoyu Wang, Yanghua Peng, Haibin Lin, Minlan Yu
2024	J	`jnl`	Fast evaluation method of post-impact performance of bridges based on dynamic load test data using Gaussian process regression. Eng. Appl. Artif. Intell. Pengzhen Lu, Yiheng Ma, Ying Wu, Dengguo Li, Tian Jin, Zhenjia Li, Yangrui Chen
2024	Misc	`conf`	MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs. NSDI Ziheng Jiang, Haibin Lin, Yinmin Zhong, Qi Huang, Yangrui Chen, Zhi Zhang, Yanghua Peng, Xiang Li, Cong Xie, Shibiao Nong, Yulu Jia, Sun He, Hongmin Chen, Zhihao Bai, Qi Hou, Shipeng Yan, Ding Zhou, Yiyao Sheng, Zhuo Jiang, Haohan Xu, Haoran Wei, Zhang Zhang, Pengfei Nie, Leqi Zou, Sida Zhao, Liang Xiang, Zherui Liu, Zhe Li, Xiaoying Jia, Jianxi Ye, Xin Jin, Xin Liu
2024	J	`jnl`	MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs. CoRR Ziheng Jiang, Haibin Lin, Yinmin Zhong, Qi Huang, Yangrui Chen, Zhi Zhang, Yanghua Peng, Xiang Li, Cong Xie, Shibiao Nong, Yulu Jia, Sun He, Hongmin Chen, Zhihao Bai, Qi Hou, Shipeng Yan, Ding Zhou, Yiyao Sheng, Zhuo Jiang, Haohan Xu, Haoran Wei, Zhang Zhang, Pengfei Nie, Leqi Zou, Sida Zhao, Liang Xiang, Zherui Liu, Zhe Li, Xiaoying Jia, Jianxi Ye, Xin Jin, Xin Liu
2024	J	`jnl`	Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation. CoRR Weiqi Feng, Yangrui Chen, Shaoyu Wang, Yanghua Peng, Haibin Lin, Minlan Yu
2023	Misc	`conf`	BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing. NSDI Tianfeng Liu, Yangrui Chen, Dan Li, Chuan Wu, Yibo Zhu, Jun He, Yanghua Peng, Hongzheng Chen, Hongzhi Chen, Chuanxiong Guo
2023	J	`jnl`	Prediction of the static load test results of bridges based on the dynamic load test and the Kriging model. Artif. Intell. Rev. Pengzhen Lu, Dengguo Li, Yangrui Chen
2023	J	`jnl`	SP-GNN: Learning structure and position information from graphs. Neural Networks Yangrui Chen, Jiaxuan You, Jun He, Yuan Lin, Yanghua Peng, Chuan Wu, Yibo Zhu
2022	A*	`conf`	SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training. NeurIPS Yangrui Chen, Cong Xie, Meng Ma, Juncheng Gu, Yanghua Peng, Haibin Lin, Chuan Wu, Yibo Zhu
2021	J	`jnl`	BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing. CoRR Tianfeng Liu, Yangrui Chen, Dan Li, Chuan Wu, Yibo Zhu, Jun He, Yanghua Peng, Hongzheng Chen, Hongzhi Chen, Chuanxiong Guo
2021	J	`jnl`	DL2: A Deep Learning-Driven Scheduler for Deep Learning Clusters. IEEE Trans. Parallel Distributed Syst. Yanghua Peng, Yixin Bao, Yangrui Chen, Chuan Wu, Chen Meng, Wei Lin
2020	—	`conf`	Elastic parameter server load distribution in deep learning clusters. SoCC Yangrui Chen, Yanghua Peng, Yixin Bao, Chuan Wu, Yibo Zhu, Chuanxiong Guo
2020	A*	`conf`	Preemptive All-reduce Scheduling for Expediting Distributed DNN Training. INFOCOM Yixin Bao, Yanghua Peng, Yangrui Chen, Chuan Wu
2019	A*	`conf`	A generic communication scheduler for distributed DNN training acceleration. SOSP Yanghua Peng, Yibo Zhu, Yangrui Chen, Yixin Bao, Bairen Yi, Chang Lan, Chuan Wu, Chuanxiong Guo
2019	J	`jnl`	DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters. CoRR Yanghua Peng, Yixin Bao, Yangrui Chen, Chuan Wu, Chen Meng, Wei Lin
2018	A	`conf`	Optimus: an efficient dynamic resource scheduler for deep learning clusters. EuroSys Yanghua Peng, Yixin Bao, Yangrui Chen, Chuan Wu, Chuanxiong Guo