Sicong Liu(刘思聪)

About Sicong Liu(刘思聪)

Sicong Liu(刘思聪), With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Northwestern Polytechnical University, specializes in the field of Embedded deep learning, AIoT, Mobile system, Ubiquitous computing.

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

AdaOper: Energy-efficient and Responsive Concurrent DNN Inference on Mobile Devices

EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control

AdaEvo: Edge-Assisted Continuous and Timely DNN Model Evolution for Mobile Devices

Bio-inspired Decentralized Multi-robot Exploration in Unknown Environments

AdaMEC: Towards a Context-Adaptive and Dynamically-Combinable DNN Deployment Framework for Mobile Edge Computing

A Novel Framework for Adaptive Quadruped Robot Locomotion Learning in Uncertain Environments

Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey

MoEnlight: Energy-efficient and self-adaptive Low-light Video Stream Enhancement on Mobile Devices

Sicong Liu(刘思聪) Information

University

Position

___

Citations(all)

544

Citations(since 2020)

521

Cited By

166

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

14

i10Index(since 2020)

12

Email

University Profile Page

Northwestern Polytechnical University

Google Scholar

View Google Scholar Profile

Sicong Liu(刘思聪) Skills & Research Interests

Embedded deep learning

AIoT

Mobile system

Ubiquitous computing

Top articles of Sicong Liu(刘思聪)

Title

Journal

Author(s)

Publication Date

AdaOper: Energy-efficient and Responsive Concurrent DNN Inference on Mobile Devices

arXiv preprint arXiv:2404.19209

Zheng Lin

Bin Guo

Sicong Liu

Wentao Zhou

Yasan Ding

...

2024/4/30

EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Xiaochen Li

Sicong Liu

Zimu Zhou

Bin Guo

Yuan Xu

...

2024/3/6

AdaEvo: Edge-Assisted Continuous and Timely DNN Model Evolution for Mobile Devices

IEEE Transactions on Mobile Computing

Yunxin Liu Lehao Wang

Zhiwen Yu*

Haoyi Yu

Sicong Liu*

Yaxiong Xie

...

2023

Bio-inspired Decentralized Multi-robot Exploration in Unknown Environments

Jiayao Wang

Bin Guo

Kaixing Zhao

Sicong Liu

Zhiwen Yu

2023/9/25

AdaMEC: Towards a Context-Adaptive and Dynamically-Combinable DNN Deployment Framework for Mobile Edge Computing

ACM Trans. Sensor Network (TOSN)

Bangwen Pang

Sicong Liu

BIN GUO∗ HONGLI WANG

YUZHAN WANG

HAO WANG

...

2023

A Novel Framework for Adaptive Quadruped Robot Locomotion Learning in Uncertain Environments

Mengyuan Li

Bin Guo

Kaixing Zhao

Ruonan Xu

Sicong Liu

...

2023/9/23

Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey

IEEE Communications Surveys & Tutorials

Sicong Liu

Bin Guo

Cheng Fang

Ziqi Wang

Shiyan Luo

...

2023

MoEnlight: Energy-efficient and self-adaptive Low-light Video Stream Enhancement on Mobile Devices

Sicong Liu

Xiaochen Li

Zimu Zhou

Bin Guo

Yuan Xu

...

2023/7/28

Genie in the Model: Automatic Generation of Human-in-the-Loop Deep Neural Networks for Mobile Applications

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Yanfei Wang

Zhiwen Yu

Sicong Liu

Zimu Zhou

Bin Guo

2023/3/28

Adaenlight: Energy-aware low-light video stream enhancement on mobile devices

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Sicong Liu

Xiaochen Li

Zimu Zhou

Bin Guo

Meng Zhang

...

2023/1/11

CrowdHMT: crowd intelligence with the deep fusion of human, machine, and IoT

IEEE Internet of Things Journal

Bin Guo

Yan Liu

Sicong Liu

Zhiwen Yu

Xingshe Zhou

2022/7/28

Weather-Oriented Domain Generalization of Semantic Segmentation for Autonomous Driving

IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC'22)

Cheng Fang

Bin Guo

Sicong Liu

Ma Ke

Zhiwen Yu

2022

CAQ: Towards Context-aware and Self-adaptive Deep Model Computation for AIoT Applications

IEEE Internet of Things Journal

Sicong Liu

Yungang Wu

Bin Guo

Yuzhan Wang

Ke Ma

...

2022/5/18

Fedaux: An efficient framework for hybrid federated learning

Hang Gu

Bin Guo

Jiangtao Wang

Wen Sun

Jiaqi Liu

...

2022/5/16

Investigation of the determinants for misinformation correction effectiveness on social media during COVID-19 pandemic

Information Processing & Management

Yuqi Zhang

Bin Guo

Yasan Ding

Jiaqi Liu

Chen Qiu

...

2022/5/1

CrowdDesigner: information-rich and personalized product description generation

Frontiers of Computer Science

Qiuyun Zhang

Bin Guo

Sicong Liu

Jiaqi Liu

Zhiwen Yu

2022/12

Crowdim: Crowd-inspired intelligent manufacturing space design

IEEE Internet of Things Journal

Bin Guo

Jiaqi Liu

Sicong Liu

Jiayao Wang

Mengyuan Li

...

2022/4/11

SSTGCN: A Deep Learning Framework for Road Intersection Similarity Learning

Hang Gu

Bin Guo

Jiangshan Zhang

Sicong Liu

Zhenli Sheng

...

2022/10/19

Context-aware adaptive surgery: A fast and effective framework for adaptative model partition

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Hongli Wang

Bin Guo

Jiaqi Liu

Sicong Liu

Yungang Wu

...

2021/9/14

AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications

Ubicomp-2021

Sicong Liu

Bin Guo

Ke Ma

Zhiwen Yu

Junzhao Du

2021/3/29

See List of Professors in Sicong Liu(刘思聪) University(Northwestern Polytechnical University)

Co-Authors

H-index: 60
Lin Zhong

Lin Zhong

Yale University

H-index: 58
Zhiwen Yu (於志文)

Zhiwen Yu (於志文)

Northwestern Polytechnical University

H-index: 52
Bin Guo

Bin Guo

Northwestern Polytechnical University

H-index: 46
Zimu Zhou

Zimu Zhou

Singapore Management University

H-index: 22
Kewei Sha

Kewei Sha

University of Houston-Clear Lake

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