Cheng Li

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 28

Top Venues

Saarland University, Saarbrücken, Germany (PHD)

Education History

Saarland University, Saarbrücken, Germany

PHD

Publications

Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang
Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search. HPCA (2024)
Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training. OSDI (2024)
Jiahao Li, Jingbo Su, Luofan Chen, Cheng Li, Kai Zhang, Liang Yang, Sam H. Noh, Yinlong Xu
Fastmove: A Comprehensive Study of On-Chip DMA and its Demonstration for Accelerating Data Movement in NVM-based Storage Systems. ACM Trans. Storage 20 (3) (2024)
Zhewei Yao, Xiaoxia Wu, Cheng Li, Stephen Youn, Yuxiong He
Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation. AAAI (2024)
Guantian Lin, Si Wu, Cheng Li, Yinlong Xu
Designing Non-uniform Locally Repairable Codes for Wide Stripes under Skewed File Accesses. ICPP (2024)
Kai Ma, Cheng Li, Enzuo Zhu, Ruichuan Chen, Feng Yan, Kang Chen
Noctua: Towards Automated and Practical Fine-grained Consistency Analysis. EuroSys (2024)
Conglong Li, Zhewei Yao, Xiaoxia Wu, Minjia Zhang, Connor Holmes, Cheng Li, Yuxiong He
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing. AAAI (2024)
Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang
SPFresh: Incremental In-Place Update for Billion-Scale Vector Search. SOSP (2023)
Syed Zawad, Cheng Li, Zhewei Yao, Elton Zheng, Yuxiong He, Feng Yan
DySR: Adaptive Super-Resolution via Algorithm and System Co-design. ICLR (2023)
Xinyang Shao, Cheng Li, Yinlong Xu
MUSE: A Programmable Metadata Load Estimation Interface for Ceph File System. ICPADS (2023)
Zhiqi Lin, Youshan Miao, Guodong Liu, Xiaoxiang Shi, Quanlu Zhang, Fan Yang, Saeed Maleki, Yi Zhu, Xu Cao, Cheng Li, Mao Yang, Lintao Zhang, Lidong Zhou
SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction. CoRR (2023)
Quan Zhou, Haiquan Wang, Xiaoyan Yu, Cheng Li, Youhui Bai, Feng Yan, Yinlong Xu
MPress: Democratizing Billion-Scale Model Training on Multi-GPU Servers via Memory-Saving Inter-Operator Parallelism. HPCA (2023)
Ping Gong, Renjie Liu, Zunyao Mao, Zhenkun Cai, Xiao Yan, Cheng Li, Minjie Wang, Zhuozhao Li
gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning. SOSP (2023)
Yiduo Wang, Yufei Wu, Cheng Li, Pengfei Zheng, Biao Cao, Yan Sun, Fei Zhou, Yinlong Xu, Yao Wang, Guangjun Xie
CFS: Scaling Metadata Service for Distributed File System via Pruned Scope of Critical Sections. EuroSys (2023)
Jingbo Su, Jiahao Li, Luofan Chen, Cheng Li, Kai Zhang, Liang Yang, Yinlong Xu
Revitalizing the Forgotten On-Chip DMA to Expedite Data Movement in NVM-based Storage Systems. FAST (2023)
Xiaoxia Wu, Cheng Li, Reza Yazdani Aminabadi, Zhewei Yao, Yuxiong He
Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases. ICML (2023)
Zhewei Yao, Cheng Li, Xiaoxia Wu, Stephen Youn, Yuxiong He
A Comprehensive Study on Post-Training Quantization for Large Language Models. CoRR (2023)
Xiaoxia Wu, Cheng Li, Reza Yazdani Aminabadi, Zhewei Yao, Yuxiong He
Understanding INT4 Quantization for Transformer Models: Latency Speedup, Composability, and Failure Cases. CoRR (2023)
Shuang Ma, Si Wu, Cheng Li, Yinlong Xu
Repair-Optimal Data Placement for Locally Repairable Codes with Optimal Minimum Hamming Distance. ICPP (2022)
Yuxin Ma, Ping Gong, Jun Yi, Zhewei Yao, Minjie Wang, Cheng Li, Yuxiong He, Feng Yan
BiFeat: Supercharge GNN Training via Graph Feature Quantization. CoRR (2022)
Zhewei Yao, Xiaoxia Wu, Conglong Li, Connor Holmes, Minjia Zhang, Cheng Li, Yuxiong He
Random-LTD: Random and Layerwise Token Dropping Brings Efficient Training for Large-scale Transformers. CoRR (2022)
Liangliang Xu, Min Lyu, Qiliang Li, Lingjiang Xie, Cheng Li, Yinlong Xu
SelectiveEC: Towards Balanced Recovery Load on Erasure-Coded Storage Systems. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Reza Yazdani Aminabadi, Samyam Rajbhandari, Ammar Ahmad Awan, Cheng Li, Du Li, Elton Zheng, Olatunji Ruwase, Shaden Smith, Minjia Zhang, Jeff Rasley, Yuxiong He
DeepSpeed- Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale. SC (2022)
Liangliang Xu, Min Lyu, Zhipeng Li, Cheng Li, Yinlong Xu
A Data Layout and Fast Failure Recovery Scheme for Distributed Storage Systems With Mixed Erasure Codes. IEEE Trans. Computers 71 (8) (2022)
A. V. Arun Kumar, Santu Rana, Cheng Li, Sunil Gupta, Alistair Shilton, Svetha Venkatesh
Bayesian Optimisation for Objective Functions with Varying Smoothness. Australasian Conference on Artificial Intelligence (2019)
Cheng Li, Nuno M. Preguiça, Rodrigo Rodrigues
Fine-grained consistency for geo-replicated systems. USENIX Annual Technical Conference (2018)
Chi Xu, Cheng Li
A Flexible Method for Time-of-Flight Camera Calibration Using Random Forest. ICSM (2018)
Valter Balegas, Cheng Li, Mahsa Najafzadeh, Daniel Porto, Allen Clement, Sérgio Duarte, Carla Ferreira, Johannes Gehrke, João Leitão, Nuno M. Preguiça, Rodrigo Rodrigues, Marc Shapiro, Viktor Vafeiadis
Geo-Replication: Fast If Possible, Consistent If Necessary. IEEE Data Eng. Bull. 39 (1) (2016)
Cheng Li, João Leitão, Allen Clement, Nuno M. Preguiça, Rodrigo Rodrigues
Minimizing coordination in replicated systems. PaPoC@EuroSys (2015)
Daniel Porto, João Leitão, Cheng Li, Allen Clement, Aniket Kate, Flavio Paiva Junqueira, Rodrigo Rodrigues
Visigoth fault tolerance. EuroSys (2015)
Cheng Li, João Leitão, Allen Clement, Nuno M. Preguiça, Rodrigo Rodrigues, Viktor Vafeiadis
Automating the Choice of Consistency Levels in Replicated Systems. USENIX Annual Technical Conference (2014)
Cheng Li, Daniel Porto, Allen Clement, Johannes Gehrke, Nuno M. Preguiça, Rodrigo Rodrigues
Making Geo-Replicated Systems Fast as Possible, Consistent when Necessary. OSDI (2012)
Pedro Fonseca, Cheng Li, Rodrigo Rodrigues
Finding complex concurrency bugs in large multi-threaded applications. EuroSys (2011)
Pedro Fonseca, Cheng Li, Vishal Singhal, Rodrigo Rodrigues
A study of the internal and external effects of concurrency bugs. DSN (2010)

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Publication Activity (10 Years)

Top Topics

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Cheng Li