Cheng Li

About Cheng Li

Cheng Li, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Science and Technology of China, specializes in the field of AI/Storage Systems, Operating Systems, Distributed Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Noctua: Towards Automated and Practical Fine-grained Consistency Analysis

Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search

A Generic, High-Performance, Compression-Aware Framework for Data Parallel DNN Training

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Persistent memory disaggregation for cloud-native relational databases

gSampler: General and efficient GPU-based graph sampling for graph learning

Mpress: Democratizing billion-scale model training on multi-gpu servers via memory-saving inter-operator parallelism

FrozenHot Cache: Rethinking Cache Management for Modern Hardware

Cheng Li Information

University

Position

___

Citations(all)

1344

Citations(since 2020)

887

Cited By

652

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

University of Science and Technology of China

Google Scholar

View Google Scholar Profile

Cheng Li Skills & Research Interests

AI/Storage Systems

Operating Systems

Distributed Systems

Top articles of Cheng Li

Title

Journal

Author(s)

Publication Date

Noctua: Towards Automated and Practical Fine-grained Consistency Analysis

Kai Ma

Cheng Li

Enzuo Zhu

Ruichuan Chen

Feng Yan

...

2024/4/22

Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search

Zhiqi Lin

Youshan Miao

Guanbin Xu

Cheng Li

Olli Saarikivi

...

2024/3/2

A Generic, High-Performance, Compression-Aware Framework for Data Parallel DNN Training

IEEE Transactions on Parallel and Distributed Systems

Hao Wu

Shiyi Wang

Youhui Bai

Cheng Li

Quan Zhou

...

2023/4/11

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Yuming Xu

Hengyu Liang

Jin Li

Shuotao Xu

Qi Chen

...

2023/10/23

Persistent memory disaggregation for cloud-native relational databases

Chaoyi Ruan

Yingqiang Zhang

Chao Bi

Xiaosong Ma

Hao Chen

...

2023/3/25

gSampler: General and efficient GPU-based graph sampling for graph learning

Ping Gong

Renjie Liu

Zunyao Mao

Zhenkun Cai

Xiao Yan

...

2023/10/23

Mpress: Democratizing billion-scale model training on multi-gpu servers via memory-saving inter-operator parallelism

Quan Zhou

Haiquan Wang

Xiaoyan Yu

Cheng Li

Youhui Bai

...

2023/2/25

FrozenHot Cache: Rethinking Cache Management for Modern Hardware

Ziyue Qiu

Juncheng Yang

Juncheng Zhang

Cheng Li

Xiaosong Ma

...

2023/5/8

Revitalizing the Forgotten {On-Chip}{DMA} to Expedite Data Movement in {NVM-based} Storage Systems

Jingbo Su

Jiahao Li

Luofan Chen

Cheng Li

Kai Zhang

...

2023

CFS: Scaling Metadata Service for Distributed File System via Pruned Scope of Critical Sections

Yiduo Wang

Yufei Wu

Cheng Li

Pengfei Zheng

Biao Cao

...

2023/5/8

Understand Data Preprocessing for Effective End-to-End Training of Deep Neural Networks

arXiv preprint arXiv:2304.08925

Ping Gong

Yuxin Ma

Cheng Li

Xiaosong Ma

Sam H Noh

2023/4/18

MUSE: A Programmable Metadata Load Estimation Interface for Ceph File System

Xinyang Shao

Cheng Li

Yinlong Xu

2023/12/17

Experience Report on Innovative Experiments for Compiler Course

Wei Xu

Zewen Jin

Jiahao Li

Cheng Li

2022/8/18

Bifeat: Supercharge gnn training via graph feature quantization

arXiv preprint arXiv:2207.14696

Yuxin Ma

Ping Gong

Jun Yi

Zhewei Yao

Cheng Li

...

2022/7/29

Naspipe: high performance and reproducible pipeline parallel supernet training via causal synchronous parallelism

Shixiong Zhao

Fanxin Li

Xusheng Chen

Tianxiang Shen

Li Chen

...

2022/2/28

Repair-optimal data placement for locally repairable codes with optimal minimum hamming distance

Shuang Ma

Si Wu

Cheng Li

Yinlong Xu

2022/8/29

Leveraging NVMe SSDs for building a fast, cost-effective, LSM-tree-based KV store

ACM Transactions on Storage (TOS)

Cheng Li

Hao Chen

Chaoyi Ruan

Xiaosong Ma

Yinlong Xu

2021/10/16

Achieving low tail-latency and high scalability for serializable transactions in edge computing

Xusheng Chen

Haoze Song

Jianyu Jiang

Chaoyi Ruan

Cheng Li

...

2021/4/21

Efficient data loader for fast sampling-based gnn training on large graphs

IEEE Transactions on Parallel and Distributed Systems

Youhui Bai

Cheng Li

Zhiqi Lin

Yufei Wu

Youshan Miao

...

2021/3/12

Lessons learned from migrating complex stateful applications onto serverless platforms

Zewen Jin

Yiming Zhu

Jiaan Zhu

Dongbo Yu

Cheng Li

...

2021/8/24

See List of Professors in Cheng Li University(University of Science and Technology of China)

Co-Authors

H-index: 30
Nuno Preguiça

Nuno Preguiça

Universidade Nova de Lisboa

H-index: 23
Joao Leitao

Joao Leitao

Universidade Nova de Lisboa

H-index: 22
Feng Yan

Feng Yan

University of Nevada, Reno

H-index: 19
Pedro Fonseca

Pedro Fonseca

Purdue University

H-index: 6
Hao Chen

Hao Chen

University of Science and Technology of China

H-index: 5
Zhiqi Lin

Zhiqi Lin

University of Science and Technology of China

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