Wenjing Huang

About

Hi! I’m Wenjing Huang. I am currently a Ph.D. student at the Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS), supervised by Prof. Dingwen Tao. I received my B.E. degree from the School of Computer Science and Engineering at Central South University (CSU).

My research interests include error-bounded lossy compression and AI-based compression for scientific data. I am particularly interested in developing efficient, scalable, and reliable learning-based methods for scientific applications.

If you are interested in my research or potential collaborations, feel free to contact me at huangwenjing23@mails.ucas.ac.cn.

News

• 2025.11 🎉 Two papers are accepted by PPoPP 2026.

Research Interests

• Error-bounded lossy compression for scientific data
• AI-based / learning-based compression for scientific data

Publications

Journal Articles

1. TPDS
   High Performance Singular Value Decomposition on GPU Architectures
   Hansheng Wang, Shaoshuai Zhang, Ruiyi Zhan, Wenjing Huang, et al.
   PDF
2. Astronomy & Astrophysics
   SolarZip: An Efficient and Adaptive Compression Framework for Solar EUV Imaging Data
   Zedong Liu, Song Tan, Alexander Warmuth, Frédéric Schuller, Yun Hong, Wenjing Huang, et al.
   PDF

Conference Papers

1. PPoPP 2026 Best Paper Candidates
   PRISM: An Efficient GPU-Based Lossy Compression Framework for Progressive Data Retrieval with Multi-Level Interpolation
   Bing Lu, Zedong Liu, Hairui Zhao, Dejun Luo, Wenjing Huang, et al.
   PDF
2. PPoPP 2026 Best Paper Candidates
   CCL-D: A High-Precision Diagnostic System for Slow and Hang Anomalies in Large-Scale Model Training
   Yida Gu, Fakang Wang, Jianhao Fu, Zhenhang Sun, Qianyu Zhang, Hairui Zhao, Xingchen Liu, Yang Tian, Wenjing Huang, et al.
   PDF
3. SC 2025
   MANS: Efficient and Portable ANS Encoding for Multi-Byte Integer Data on CPUs and GPUs
   Wenjing Huang, Jinwu Yang, Shengquan Yin, et al.
   PDF
4. HPDC 2025
   TSUE: A Two-Stage Data Update Method for an Erasure Coded Cluster File System
   Zheng Wei, Jing Xing, Yida Gu, Wenjing Huang, et al.
   PDF

Honors and Awards

• 2025.12 – China Association for Science and Technology Young Scientific and Technological Talent Development Program (PhD Student Track).
  2025年度中国科协青年科技人才培育工程博士生专项计划
• 2025.10 – National Scholarship, Ministry of Education, China
  国家奖学金
• 2025.01 – Outstanding Student Award, State Key Lab of Processors, ICT, CAS
  中科院计算所处理器芯片全国重点实验室优秀学生
• 2024.06 – Outstanding Student Award, School of Computer Science and Technology, University of Chinese Academy of Sciences
  中国科学院计算机学院优秀学生
• 2023.06 – Outstanding graduate thesis, Central South University
  中南大学优秀毕业论文
• 2023.06 – Outstanding Graduate, Central South University
  中南大学优秀毕业生

Education

• Ph.D. Student, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS)
  2025.06 – Present
• M.S. Student, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS)
  2023.09 – 2025.06
• B.E. in Computer Science and Technology, Central South University
  2019.09 – 2023.06

Contact

Email: huangwenjing23@mails.ucas.ac.cn
Institution: Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS)