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AlexandreGUO2001 committed Oct 10, 2024
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8 changes: 5 additions & 3 deletions _pages/about.md
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I am now a second-year <a href='https://ml.gatech.edu/'>Machine Learning</a> Ph.D. student at <a href='https://www.gatech.edu/'>Georgia Institute of Technology</a>, adviced by Professor <a href='https://yongxin.ae.gatech.edu/'>Yongxin Chen</a>. I also work closely with Professor <a href='https://mtao8.math.gatech.edu/index.html'>Molei Tao</a>. Previously, I obtained my Bachelor's degree in Statistics from the <a href='http://www.math.pku.edu.cn/'>School of Mathematical Sciences</a>, <a href='https://www.pku.edu.cn/'>Peking University</a> in 2023, where I was mentored by Professor <a href='https://zcrabbit.github.io/'>Cheng Zhang</a>. I am born in <a href='https://en.wikipedia.org/wiki/Ningbo/'>Ningbo</a>, <a href='https://en.wikipedia.org/wiki/Zhejiang'>Zhejiang</a>, China in 2001.

My latest CV can be found <a href='https://alexandreguo2001.github.io/assets/pdf/Wei_Guo_CV.pdf'>here</a>.
My latest <strong>CV</strong> can be found <a href='https://alexandreguo2001.github.io/assets/pdf/Wei_Guo_CV.pdf'>here</a>.

<strong><em>Interests</em></strong>

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<strong>Probability</strong>: Optimal Transport and Gradient Flow Theory, Applied Stochastic Analysis.

<strong>Machine Learning</strong>: Generative AI, Large Language and Vision Models.
<strong>Machine Learning</strong>: Generative Modeling, Large Language and Vision Models.

I am particularly interested in the theoretical analysis of MCMC sampling and diffusion/flow models, as well as developing efficient and scalable algorithms and models for sampling and generative modeling.

The focus and goal of my research are two-fold: to reveal the fundamental principles behind the success of data-driven algorithms and to use these insights to develop accessible, efficient, and robust approaches for solving real-world problems that are essential and valuable for our society.

I am also interested in <i>la langue française</i> (the French language), vernaculars of Chinese and minority languages in China, linguistics, political science, <a href="https://www.openrailwaymap.org/">China's railway system</a>, <a href="https://www.flightradar24.com/">aviation</a>, architecture, and video games (especially action games such as <i>The Last of Us</i>, <i>Assassin's Creed</i>, and the <i>Metro</i> series). I am also an enthusiast of traveling. Some of my highly recommended destinations possessing profound historical and cultural heritage include <a href='https://en.wikipedia.org/wiki/Hangzhou'>Hangzhou</a>, <a href='https://en.wikipedia.org/wiki/Yangzhou'>Yangzhou</a>, <a href='https://en.wikipedia.org/wiki/Datong'>Datong</a>, and <a href='https://en.wikipedia.org/wiki/Macau'>Macau</a>, and my hometown <a href='https://en.wikipedia.org/wiki/Ningbo/'>Ningbo</a>.
I am also interested in <i>la langue française</i> (the French language), vernaculars of Chinese and minority languages in China, linguistics, political science, <a href="https://www.openrailwaymap.org/">China's railway system</a>, <a href="https://www.flightradar24.com/">aviation</a>, architecture, and video games (especially action games such as <i>The Last of Us</i>, <i>Assassin's Creed</i>, and the <i>Metro</i> series). I am also an enthusiast of traveling. Some of my highly recommended destinations possessing profound historical and cultural heritage include <a href='https://en.wikipedia.org/wiki/Hangzhou'>Hangzhou</a>, <a href='https://en.wikipedia.org/wiki/Yangzhou'>Yangzhou</a>, <a href='https://en.wikipedia.org/wiki/Datong'>Datong</a>, <a href='https://en.wikipedia.org/wiki/Macau'>Macau</a>, and my hometown <a href='https://en.wikipedia.org/wiki/Ningbo/'>Ningbo</a>.
2 changes: 1 addition & 1 deletion _pages/publications.md
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layout: page
permalink: /publications/
title: Publications
title: Preprints and Publications
description:
nav: true
nav_order: 1
4 changes: 2 additions & 2 deletions _posts/2022-09-01-english.md
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---
<!-- ---
layout: distill
title: Tips for Preparing English Tests
description: 我的英语考试攻略:GRE 与 TOEFL
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**祝大家备考顺利!**
**祝大家备考顺利!** -->
4 changes: 2 additions & 2 deletions _posts/2022-10-05-travelogue-jiangsu.md
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layout: post
title: Railway Travelogue (to the North part of Jiangsu Province)
date: 2022-10-05
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<li><i>The trip of river, sea and oasis: travelling by train to <a href='https://en.wikipedia.org/wiki/Nantong'>Nantong</a>, <a href='https://en.wikipedia.org/wiki/Haimen_District'>Haimen</a> and <a href='https://en.wikipedia.org/wiki/Yancheng'>Yancheng</a></i></li>
<li>Published on the official WeChat account of <i>PARCE</i> (PKU Association of Railway Culture Enthusiasts). </li>
<li>Links: <a href='https://mp.weixin.qq.com/s/w_BwN9zEBSzTb8LRRRRRLw'>Part I</a>、<a href='https://mp.weixin.qq.com/s/j6ObahXiOqfVRjqjS7xgsg'>Part II</a>.</li>
</blockquote>
</blockquote> -->
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