Ph.D. Student
Paul G. Allen School of Computer Science and Engineering
University of Washington
cyulin [at] cs.washington.edu

About

I’m a second year Ph.D. student in the Paul G. Allen School of Computer Science and Engineering at University of Washington. My research field is Computer Architecture and I’m advised by Prof. Luis Ceze.

Prior to UW, I obtained my Bachelor and Master degree from Department of Electronics Engineering, National Chiao-Tung University. During my Master degree, I worked with Prof. Bo-Cheng Lai.

Besides doing research, I enjoy tennis and hiking.

Publications

Conference Paper

SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
Chien-Yu Lin, Anish Prabhu, Thomas Merth, Sachin Mehta, Anurag Ranjan, Maxwell Horton and Mohammad Rastegari, in the 17th European Conference on Computer Vision (ECCV), 2022. [Paper] [Code] [Video]

Supporting compressed-sparse activations and weights on SIMD-like accelerator for sparse convolutional neural networks
Chien-Yu Lin and Bo-Cheng Lai, in the 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 2018. [Paper] [Slides]

Journal Paper

Enhancing Utilization of SIMD-Like Accelerator for Sparse Convolutional Neural Networks
Bo-Cheng Lai, Jyun-Wei Pan and Chien-Yu Lin, in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2019. [Paper]

Tech Report

Accelerating Spmm Kernel with Cache-First Edge Sampling for Graph Neural Networks
Chien-Yu Lin, Liang Luo, and Luis Ceze, arXiv, 2021.