Wang Ying

Wang Ying

Master Student, ECE Department at Zhejiang University.

I am a fifth-year Ph.D. student in Electrical and Computer Engineering at Lehigh University, advised by Prof. Xiaochen Guo. I got my B.Eng. degree from Zhejiang University (ZJU) and M.Eng. degree from Shanghai Jiao Tong University (SJTU). My research focuses on computer architecture, parallel computing, and high-performance computing.

RESEARCH INTERESTS

  • High-Performance Computing, Computer Architecture
  • Parallel Computing (GPU, FPGA), Domain-Specific Accelerators
  • Machine Learning Systems, Graph Computing

EDUCATION

Research Intern

Meta (Facebook) AI, 05/2022 - 08/2022

Working on large-scale recommendation model optimization.

Research Intern

Lawrence Berkeley National Laboratory (LBNL), 05/2020 - 08/2020

Worked on high-performance sparse matrix-matrix multiplication (SpGEMM) on GPUs.

PUBLICATION

Preview for Scrabble: A fine-grained cache with adaptive merged block

Scrabble: A fine-grained cache with adaptive merged block

Chao Zhang , Yuan Zeng , Xiaochen Guo

IEEE Transactions on Computers (TC), 2020

[PDF] [Slides] [Code]

Ranking-based Policy for Re-ranking in Multi-stage Recommendation

Yuxia Wu , Chao Zhang , Yanyan Zou , Ruobing Xie , Jie Zhou , Xu Zhang

ACM International Conference on Information and Knowledge Management (CIKM), 2023

[PDF] [Code]

Adaptive Policy for Real-time Bidding in Online Advertising

Chao Zhang , Peng Wu , Qifan Wang , Jun Zhao

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021

[PDF] [Slides]

Optimizing SpGEMM for GPUs with Sub-warp Level Parallelism

Chao Zhang , Aydin Buluc , Xiaochen Guo

IEEE International Parallel & Distributed Processing Symposium Workshops (IPDPSW), 2021

[PDF]