Guiying Li
Scholar

Guiying Li

Google Scholar ID: Pdj79icAAAAJ
Pengcheng Laboratory
DNN compressionCloud NativeEdge ComputingStock MarketIoVT
Citations & Impact
All-time
Citations
448
 
H-index
8
 
i10-index
8
 
Publications
20
 
Co-authors
5
list available
Publications
2 items
Hardware-Aware DNN Compression for Homogeneous Edge Devices
2025 7th International Conference on Data-driven Optimization of Complex Systems (DOCS) · 2025
Cited
1
Resume (English only)
Academic Achievements
  • 2023 Shenzhen AI Award (Technical Invention Award)
  • 2023-2024, Huawei Inc., Reliability Modeling Technology Cooperation Project for Large Model Cluster Computing, Project Investigator
  • 2022-2024, Shenzhen Stock Exchange Group, Joint Innovation Lab for Cloud-based Market Data Service, Technical Leader
  • 2022-2023, CSRC Standards Committee, Research on Service Standards for Cloud-based Market Data SDK, Technical Leader (SUSTech)
  • 2022-2023, Huawei Inc., Noise Tolerant Deep Neural Network Compression for Reliable Edge Computing, Project Investigator
  • 2020-2021, Shenzhen Stock Exchange Group, Key Technologies Research for High-performance Information Service System Based on Cloud Native, Technical Leader
  • 2020-2021, OPPO, DNN Compression for Dialog Models, Technical Leader
  • Multiple papers published in international conferences such as DOCS'25, ISEDA'24, ICSI'23, BIC-TA'22, etc.
Research Experience
  • Associate Professor of Engineering, Pengcheng Laboratory, 2024.11-Present
  • Research Assistant Professor, Southern University of Science and Technology, 2021.03-2024.11
  • Postdoc, SUSTech & USTC, 2019.02-2021.02
  • Visiting Student, Southern University of Science and Technology, 2017.08-2018.08
  • Visiting Student, Leiden University, 2014.09-2015.03
  • Intern, Microsoft Research Asia (MSRA), 2012.06-2013.06
Background
  • Research Interests: Cloud Native & Edge Computing, Deep Neural Network Compression, Neural Machine Translation, Object Detection, Stock Market Prediction.