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ORCIDYong Li 0045
Person information
- affiliation: Alibaba Group, Beijing, China
Other persons with the same name
- Yong Li — disambiguation page
- Yong Li 0001
![[0000-0002-4096-8652]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-4096-8652")
— Beijing University of Posts and Telecommunications (BUPT), Wireless Signal Processing and Network Laboratory, China - Yong Li 0002 — Beijing Jiaotong University, School of Electronic and Information Engineering, China (and 1 more)
- Yong Li 0003 — Toyama University, Toyama-shi, Japan
- Yong Li 0004 — Zhejiang University, Hangzhou, China
- Yong Li 0005 — State Key Laboratory of Novel Software Technology, Nanjing, China
- Yong Li 0006 — National University of Defense Technology, China
- Yong Li 0007 — Chinese Academy of Sciences, Institute of Computing Technology, China
- Yong Li 0008 — Tsinghua University, Beijing National Research Center for Information Science and Technology (BNRist), China (and 1 more)
- Yong Li 0009 — University of Pittsburgh, Department of ECE, PA, USA
- Yong Li 0010 — Siemens Corporate Research, Princeton, NJ, USA
- Yong Li 0011 — Bielefeld University, Institute of Genome Research, Germany (and 1 more)
- Yong Li 0012 — King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia (and 1 more)
- Yong Li 0013 — Shandong University, Geotechnical & Structural Engineering Research Center, Jinan, China
- Yong Li 0014 — Chinese Academy of Sciences, Key Laboratory of Spectral Imaging Technology, Xi'an, China
- Yong Li 0015 — University of Tennessee at Knoxville, Department of Electrical Engineering and Computer Science, TN, USA
- Yong Li 0016 — Hunan University, College of Electrical and Information Engineering, Changsha, China (and 1 more)
- Yong Li 0017 — Xi'an Jiaotong University, School of Aerospace, State Key Laboratory for Strength and Vibration of Mechanical Structures, China
- Yong Li 0018 — University of Pittsburgh, Department of Mathematics, PA, USA
- Yong Li 0019 — Xinjiang Normal University, College of Computer Science and Technology, China (and 1 more)
- Yong Li 0020 — Jiangsu University, Automotive Engineering Research Institute, Zhenjiang, China (and 1 more)
- Yong Li 0021 — Huawei Technologies Düsseldorf GmbH, Germany (and 1 more)
- Yong Li 0022 — Huazhong University of Science and Technology, Wuhan National Laboratory for Optoelectronics, China
- Yong Li 0023 — Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Mobile Communications Technology, China (and 1 more)
- Yong Li 0024 — Chinese Academy of Sciences, Institute of Subtropical Agriculture, Changsha, China
- Yong Li 0025 — Beijing University of Posts and Telecommunications, School of Electronic Engineering, China (and 1 more)
- Yong Li 0026 — Hong Kong Polytechnic University, Department of Electrical Engineering, Hong Kong (and 1 more)
- Yong Li 0027 — Guangzhou Institute of Geography, Open Laboratory of Geo-Spatial Information Technology and Application of Guangdong Province, China
- Yong Li 0028 — Guangxi University, School of Electrical Engineering, Nanning, China (and 2 more)
- Yong Li 0029 — Zhejiang University, Hangzhou, China
- Yong Li 0030 — Chinese Academy of Forestry, Institute of Wetland Research, Beijing, China (and 1 more)
- Yong Li 0031 — Chinese Academy of Sciences, Science, Institute of Software, State Key Laboratory of Computer Science, Beijing, China
- Yong Li 0032 — Southeast University, School of Computer Science and Engineer, Nanjing, China (and 2 more)
- Yong Li 0033 — Shanghai Jiao Tong University, Department of Electronic Engineering, China
- Yong Li 0034 — JD.com, Intelligent Advertising Lab, China (and 1 more)
- Yong Li 0035 — Shenyang University of Technology, School of Electrical Engineering, China (and 1 more)
- Yong Li 0036 — Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China
- Yong Li 0037 — Beijing University of Technology, School of Software Engineering, Faculty of Information Technology, China
- Yong Li 0038 — VIPSHOP, China (and 1 more)
- Yong Li 0039 — Northwestern Polytechnical University, School of Marine science and Technology, Xi'an, China
- Yong Li 0040 — ShanghaiTech University, School of Information Science and Technology, China
- Yong Li 0041 — Harbin Institute of Technology, Electrical Engineering Department, China
- Yong Li 0042 — East China University of Science and Technology, School of Mechanical and Power Engineering, Shanghai, China (and 1 more)
- Yong Li 0043 — Guangzhou Institute of Geography, Guangdong Academy of Sciences, Guangzhou, China (and 3 more)
- Yong Li 0044 — Nanjing University of Science and Technology, PCALab, Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information, China
- Yong Li 0046 — Guangdong Provincial Hospital of Chinese Medicine, Department of Oncology, Guangzhou, China (and 1 more)
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2020 – today
- 2025
[c15]Yangjie Zhou, Wenting Shen, Jingwen Leng, Shuwen Lu, Zihan Liu, Weihao Cui, Zhendong Zhang, Wencong Xiao, Baole Ai, Yong Li, Wei Lin, Deze Zeng, Yun Liang, Quan Chen, Ning Liu, Minyi Guo:
Voyager: Input-Adaptive Algebraic Transformations for High-Performance Graph Neural Networks. ASPLOS (3) 2025: 247-263- [c14]Yujie Wang, Shenhan Zhu, Fangcheng Fu, Xupeng Miao, Jie Zhang, Juan Zhu, Fan Hong, Yong Li, Bin Cui:
Spindle: Efficient Distributed Training of Multi-Task Large Models via Wavefront Scheduling. ASPLOS (2) 2025: 1139-1155 - [c13]Can Su, Haipeng Zhang, Hanyu Zhao, Wenting Shen, Baole Ai, Yong Li, Kaigui Bian, Bin Cui:
CaliEX: A Disk-Based Large-Scale GNN Training System with Joint Design of Caching and Execution. ICDE 2025: 2908-2921 - [c12]Xiulong Yuan, Hongtao Xu, Wenting Shen, Ang Wang, Xiafei Qiu, Jie Zhang, Yuqiong Liu, Bowen Yu, Junyang Lin, Mingzhen Li, Weile Jia, Yong Li, Wei Lin:
Efficient Long Context Fine-tuning with Chunk Flow. ICML 2025 - [c11]Ziji Shi, Le Jiang, Ang Wang, Jie Zhang, Chencan Wu, Yong Li, Xiaokui Xiao, Wei Lin, Jialin Li:
TAPAS: Fast and Automatic Derivation of Tensor Parallel Strategies for Large Neural Networks. ICPP 2025: 804-815 - [c10]Xinyi Zhang, Hanyu Zhao, Wencong Xiao, Xianyan Jia, Fei Xu, Yong Li, Wei Lin, Fangming Liu:
Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling. MLSys 2025 - [c9]Jie Sun, Zuocheng Shi, Li Su, Wenting Shen, Zeke Wang, Yong Li, Wenyuan Yu, Wei Lin, Fei Wu, Bingsheng He, Jingren Zhou:
Helios: Efficient Distributed Dynamic Graph Sampling for Online GNN Inference. PPoPP 2025: 2-15 - [i21]Xiulong Yuan, Hongtao Xu, Wenting Shen, Ang Wang, Xiafei Qiu, Jie Zhang, Yuqiong Liu, Bowen Yu, Junyang Lin, Mingzhen Li, Weile Jia, Yong Li, Wei Lin:
Efficient Long Context Fine-tuning with Chunk Flow. CoRR abs/2503.02356 (2025) - [i20]Ang Wang, Baole Ai, Bin Wen, Chaojie Mao, Chen-Wei Xie, Di Chen, Feiwu Yu, Haiming Zhao, Jianxiao Yang, Jianyuan Zeng, Jiayu Wang, Jingfeng Zhang, Jingren Zhou, Jinkai Wang, Jixuan Chen, Kai Zhu, Kang Zhao, Keyu Yan, Lianghua Huang, Xiaofeng Meng, Ningyi Zhang, Pandeng Li, Pingyu Wu, Ruihang Chu, Ruili Feng, Shiwei Zhang, Siyang Sun, Tao Fang, Tianxing Wang, Tianyi Gui, Tingyu Weng, Tong Shen, Wei Lin, Wei Wang, Wei Wang, Wenmeng Zhou, Wente Wang, Wenting Shen, Wenyuan Yu, Xianzhong Shi, Xiaoming Huang, Xin Xu, Yan Kou, Yangyu Lv, Yifei Li, Yijing Liu, Yiming Wang, Yingya Zhang, Yitong Huang, Yong Li, You Wu, Yu Liu, Yulin Pan, Yun Zheng, Yuntao Hong, Yupeng Shi, Yutong Feng, Zeyinzi Jiang, Zhen Han, Zhi-Fan Wu, Ziyu Liu:
Wan: Open and Advanced Large-Scale Video Generative Models. CoRR abs/2503.20314 (2025) - [i19]Hongtao Xu, Wenting Shen, Yuanxin Wei, Ang Wang, Guo Runfan, Tianxing Wang, Yong Li, Mingzhen Li, Weile Jia:
Skrull: Towards Efficient Long Context Fine-tuning through Dynamic Data Scheduling. CoRR abs/2505.19609 (2025) - 2024
- [j4]Jiaxing Qi, Wencong Xiao, Mingzhen Li, Chaojie Yang, Yong Li, Wei Lin, Hailong Yang, Zhongzhi Luan, Depei Qian:
ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG. IEEE Trans. Parallel Distributed Syst. 35(10): 1708-1720 (2024) - [c8]Biao Sun, Ziming Huang, Hanyu Zhao, Wencong Xiao, Xinyi Zhang, Yong Li, Wei Lin:
Llumnix: Dynamic Scheduling for Large Language Model Serving. OSDI 2024: 173-191 - [i18]Bin Lin, Tao Peng, Chen Zhang, Minmin Sun, Lanbo Li, Hanyu Zhao, Wencong Xiao, Qi Xu, Xiafei Qiu, Shen Li, Zhigang Ji, Yong Li, Wei Lin:
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache. CoRR abs/2401.02669 (2024) - [i17]Biao Sun, Ziming Huang, Hanyu Zhao, Wencong Xiao, Xinyi Zhang, Yong Li, Wei Lin:
Llumnix: Dynamic Scheduling for Large Language Model Serving. CoRR abs/2406.03243 (2024) - [i16]Xinyi Zhang, Hanyu Zhao, Wencong Xiao, Xianyan Jia, Fei Xu, Yong Li, Wei Lin, Fangming Liu:
Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling. CoRR abs/2408.08586 (2024) - [i15]Yujie Wang, Shenhan Zhu, Fangcheng Fu, Xupeng Miao, Jie Zhang, Juan Zhu, Fan Hong, Yong Li, Bin Cui:
Efficient Multi-Task Large Model Training via Data Heterogeneity-aware Model Management. CoRR abs/2409.03365 (2024) - [i14]Xiulong Yuan, Xu Yan, Wenting Shen, Xiafei Qiu, Ang Wang, Jie Zhang, Yong Li, Wei Lin:
BladeDISC++: Memory Optimizations Based On Symbolic Shape. CoRR abs/2412.16985 (2024) - 2023
- [j3]Hanyu Zhao, Zhi Yang, Yu Cheng, Chao Tian, Shiru Ren, Wencong Xiao, Man Yuan, Langshi Chen, Kaibo Liu, Yang Zhang, Yong Li, Wei Lin:
GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning. Proc. ACM Manag. Data 1(2): 193:1-193:25 (2023) - [j2]Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity. Proc. VLDB Endow. 17(2): 211-224 (2023) - [c7]Yangjie Zhou, Jingwen Leng, Yaoxu Song, Shuwen Lu, Mian Wang, Chao Li, Minyi Guo, Wenting Shen, Yong Li, Wei Lin, Xiangwen Liu, Hanqing Wu:
uGrapher: High-Performance Graph Operator Computation via Unified Abstraction for Graph Neural Networks. ASPLOS (2) 2023: 878-891 - [c6]Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian:
EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. SC 2023: 55:1-55:14 - [i13]Ziji Shi, Le Jiang, Ang Wang, Jie Zhang, Xianyan Jia, Yong Li, Chencan Wu, Jialin Li, Wei Lin:
TAP: Accelerating Large-Scale DNN Training Through Tensor Automatic Parallelisation. CoRR abs/2302.00247 (2023) - [i12]Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity. CoRR abs/2309.10285 (2023) - [i11]Huiyao Shu, Ang Wang, Ziji Shi, Hanyu Zhao, Yong Li, Lu Lu:
ROAM: memory-efficient large DNN training via optimized operator ordering and memory layout. CoRR abs/2310.19295 (2023) - 2022
- [c5]Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng:
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. ICDE 2022: 3453-3466 - [c4]Qizhen Weng, Wencong Xiao, Yinghao Yu, Wei Wang, Cheng Wang, Jian He, Yong Li, Liping Zhang, Wei Lin, Yu Ding:
MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters. NSDI 2022: 945-960 - [c3]Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin:
Whale: Efficient Giant Model Training over Heterogeneous GPUs. USENIX ATC 2022: 673-688 - [i10]Baole Ai, Zhou Qin, Wenting Shen, Yong Li:
Structure Enhanced Graph Neural Networks for Link Prediction. CoRR abs/2201.05293 (2022) - [i9]Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng:
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. CoRR abs/2204.04903 (2022) - [i8]Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin:
EasyScale: Accuracy-consistent Elastic Training for Deep Learning. CoRR abs/2208.14228 (2022) - 2021
- [i7]Junyang Lin, Rui Men, An Yang, Chang Zhou, Ming Ding, Yichang Zhang, Peng Wang, Ang Wang, Le Jiang, Xianyan Jia, Jie Zhang, Jianwei Zhang, Xu Zou, Zhikang Li, Xiaodong Deng, Jie Liu, Jinbao Xue, Huiling Zhou, Jianxin Ma, Jin Yu, Yong Li, Wei Lin, Jingren Zhou, Jie Tang, Hongxia Yang:
M6: A Chinese Multimodal Pretrainer. CoRR abs/2103.00823 (2021) - [i6]An Yang, Junyang Lin, Rui Men, Chang Zhou, Le Jiang, Xianyan Jia, Ang Wang, Jie Zhang, Jiamang Wang, Yong Li, Di Zhang, Wei Lin, Lin Qu, Jingren Zhou, Hongxia Yang:
Exploring Sparse Expert Models and Beyond. CoRR abs/2105.15082 (2021) - [i5]Junyang Lin, An Yang, Jinze Bai, Chang Zhou, Le Jiang, Xianyan Jia, Ang Wang, Jie Zhang, Yong Li, Wei Lin, Jingren Zhou, Hongxia Yang:
M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining. CoRR abs/2110.03888 (2021) - 2020
- [c2]Wencong Xiao, Shiru Ren, Yong Li, Yang Zhang, Pengyang Hou, Zhi Li, Yihui Feng, Wei Lin, Yangqing Jia:
AntMan: Dynamic Scaling on GPU Clusters for Deep Learning. OSDI 2020: 533-548 - [i4]Ang Wang, Xianyan Jia, Le Jiang, Jie Zhang, Yong Li, Wei Lin:
Whale: A Unified Distributed Training Framework. CoRR abs/2011.09208 (2020) - [i3]Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin:
EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. CoRR abs/2011.09463 (2020) - [i2]Chen Xing, Wencong Xiao, Yong Li, Wei Lin:
Focusing More on Conflicts with Mis-Predictions Helps Language Pre-Training. CoRR abs/2012.08789 (2020)
2010 – 2019
- 2019
- [j1]Rong Zhu, Kun Zhao, Hongxia Yang, Wei Lin, Chang Zhou, Baole Ai, Yong Li, Jingren Zhou:
AliGraph: A Comprehensive Graph Neural Network Platform. Proc. VLDB Endow. 12(12): 2094-2105 (2019) - [i1]Rong Zhu, Kun Zhao, Hongxia Yang, Wei Lin, Chang Zhou, Baole Ai, Yong Li, Jingren Zhou:
AliGraph: A Comprehensive Graph Neural Network Platform. CoRR abs/1902.08730 (2019) - 2016
- [c1]Muzhou Xiong, Deze Zeng, Hong Yao, Yong Li:
A Crowd Simulation Based UAV Control Architecture for Industrial Disaster Evacuation. VTC Spring 2016: 1-5
Coauthor Index
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