Gelin Fu

I’m a fifth-year Ph.D. student in Xi’an Jiaotong University. My research interest includes novel computer architecture for emerging applications and performance modeling and optimization of graph applications.

I am very fortunate to be advised by Prof.Pengju Ren of CAG lab in Xi’an Jiaotong University.

You can find my CV here: Gelin Fu’s CV

Publications

1. Gelin Fu*, Tian Xia*, Ruiyang Chen, Zhongpei Luo, Wenzhe Zhao, Nanning Zheng, Pengju Ren “Differential- Matching Prefetcher for Indirect Memory Access”, Proceedings of IEEE/ACM International Symposium on High-Performance Computer Architecture, 2024

2. Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyv Cheng, Runfan Guo, Yitong Ding, Pengju Ren “PrSpMV: An Efficient Predictable Kernel for SpMV”, IEEE International Conference on Computer Design, 2023

3. Tian Xia*, Gelin Fu*, Chenyang Li, Luzheng Zhang, Ruiyang Chen, Zhongpei Luo, Wenzhe Zhao, Nanning Zheng, Pengju Ren “A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guild Optimization”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022

4. Tian Xia, Boran Zhao, Jian Ma, Gelin Fu, Nanning Zheng, Pengjun Ren “An Energy-and-Area-Efficient CNN Accelerator for Universal Powers-of-Two Quantization”, IEEE Transactions on Circuits and Systems-I: Regular Papers, 2023

Techinical Skills

Computer Architecture X86, ARM, RISC-V

Programming Framework OpenMP, AVX, SVE

Computer Languages System Verilog, Assembly language, C, C++, Python

Simulators GEM5, QEMU

Tools Vivado, VCS, Verdi, Perf

Language Proficient in written and spoken English

Contact information

Email: fugelin@stu.xjtu.edu.cn

Phone: (+86)-15723090881