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Yichuan Wang

Bio 微信图片_20230814214647

I am a last-year undergraduate student in the ACM honor class of Shanghai Jiaotong University, majoring in computer science and technology. I am interested in machine learning systems and high-performance computing systems (to be more detailed maybe distributed systems for large ML model training, and develop tailored abstractions for unique ML computational patterns to achieve higher performance).

! Earnestly looking for a Ph.D. position in 2024 Fall!

Currently, I am also working with Prof.Jinyang Li in NYU on a project related to large-scale GNN training I will be in NYC for the second half of 2023. In SJTU, I am supervised by Prof. Quan Chen at EPCC.

The most recent work is to complete the construction and optimization of a dynamic neural network inference framework with EPCC Lab and Microsoft Research Asia. The paper is accepted by OSDI23 now.

Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo. Optimizing Dynamic Neural Networks with Brainstorm .pdf

I like to communicate with different people, so you can feel free to contact me via email wechat:15858459091 or yichuanwang0324 or twitter If you are willing to know more details, you can see my CV here. If you are interested in my motivation, you can also take a look at my SoP for application.

Work Email: yichuanjiaoda@sjtu.edu.cn

Personal Email: yichuanmistygrass@gmail.com

Google Scholar image/svg+xml Google Scholar Google Scholar CV image/svg+xml CV CV

Education

Shanghai Jiao Tong UniversityImage title

Sept. 2020 -- June 2024

B.Eng. in Computer Science at ACM Honors Class, advised by Prof. Quan Chen, Prof. Yong Yu

New York University Courant InstituteImage title

July. 2023 -- Dec. 2023

Research assistant, advised by Prof. Jinyang Li

Publications

Optimizing Dynamic Neural Networks with Brainstorm

Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo. Optimizing Dynamic Neural Networks with Brainstorm pdf

OSDI 2023

Selected Projects

RayTracer

A system that can build its own scene and track the refraction and reflection of light in it. Several compilation-related optimizations were undertaken to enhance the overall performance.

Compiler for Mx* Language

Using the technology of ANTLR, semantic checking, code generation, and optimization to develop a compiler that compiles C-and-Java-like language to RV32I Assembly from scratch.

RISC-V CPU Implemented in Verilog RTL

Designed a RISC-V CPU with Write Buffer, ICache, DCache, and Branch Prediction. Supports RV32I instruction set (2.1-2.6 in RISC-V User Manual). Used Vivado to generate bitstream and program the Basys3 FPGA board.

Ticket System

Designed a train ticket system with multi-user support and privilege management. I implemented the backend and built a Bplustree storage. All used C++ STL data structures are from scratch (including map, and queue).