Hi There!👋 Welcome to my page!

I am Zhiyang Shen, a first year Ph.D. student at Tsinghua University, supervised by Prof. Shixia Liu. My current research interest lies in the intersection of visualization and AI. I am passionate about music and photography, and I enjoy exploring parks alone in my free time.

Perron-Frobenius Theorem and the Stationary Distribution for Markov Chains

Proof of the uniqueness of stationary distribution for finite irreducible Markov chains, using Perron-Frobenius Theorem

Understanding Diffusion Models

From differential equation to diffusion models

10月16日，分享一篇文章

木心的《同车人的啜泣》，摘自小说集《豹变》

Lecture Notes (Pieces)

Lecture notes (pieces) collected from everywhere.

What if Each Number is a Polynomial?

关于数论的一些很久以前的小想法 / Some naive ideas about number theory years ago …

LLM Quantization

8bit-Quantization Implementation for LLama-2-7b Model

Random Thoughts & Ideas

碎碎念

Write a Memory Allocator for PyTorch

Write a memory allocator from scratch.

FFT On the Road

Guide to implement FFT in C++ with parallelism