<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://jiansfoggy.github.io/sj-home.github.io//feed.xml" rel="self" type="application/atom+xml" /><link href="https://jiansfoggy.github.io/sj-home.github.io//" rel="alternate" type="text/html" /><updated>2026-04-12T10:11:19-07:00</updated><id>https://jiansfoggy.github.io/sj-home.github.io//feed.xml</id><title type="html">Jian’s Home Page</title><subtitle>personal description</subtitle><author><name>Jian Sun</name><email>Jian.Sun86@du.edu</email></author><entry><title type="html">AlphaGo Paper Note</title><link href="https://jiansfoggy.github.io/sj-home.github.io//posts/2024/04/AlphaGo/" rel="alternate" type="text/html" title="AlphaGo Paper Note" /><published>2024-04-19T00:00:00-07:00</published><updated>2024-04-19T00:00:00-07:00</updated><id>https://jiansfoggy.github.io/sj-home.github.io//posts/2024/04/AlphaGo</id><content type="html" xml:base="https://jiansfoggy.github.io/sj-home.github.io//posts/2024/04/AlphaGo/"><![CDATA[<p><a href="https://www.zhihu.com/column/c_1757300054920949760" title="class=red&amp;target=_blank&amp;data-layout=card"><strong>View Column here</strong></a></p>

<p>This column contains six blogs and introduces the derivation of AlphaGo and different AlphaGo models.</p>]]></content><author><name>Jian Sun</name><email>Jian.Sun86@du.edu</email></author><category term="AlphaGo" /><category term="Optimization" /><category term="Game Theory" /><category term="Reinforcement Learning" /><category term="Tree Search" /><summary type="html"><![CDATA[View Column here]]></summary></entry><entry><title type="html">Alzheimer Disease and Cognitive Impairment Paper Note</title><link href="https://jiansfoggy.github.io/sj-home.github.io//posts/2024/03/Alzheimer/" rel="alternate" type="text/html" title="Alzheimer Disease and Cognitive Impairment Paper Note" /><published>2024-03-30T00:00:00-07:00</published><updated>2024-03-30T00:00:00-07:00</updated><id>https://jiansfoggy.github.io/sj-home.github.io//posts/2024/03/Alzheimer</id><content type="html" xml:base="https://jiansfoggy.github.io/sj-home.github.io//posts/2024/03/Alzheimer/"><![CDATA[<p><a href="https://www.zhihu.com/column/c_1697402423180832768" title="class=red&amp;target=_blank&amp;data-layout=card"><strong>View Column here</strong></a></p>

<p>This column contains 22 blogs and introduces different approaches to detect Alzheimer’s Disease and Related Dementia.</p>]]></content><author><name>Jian Sun</name><email>Jian.Sun86@du.edu</email></author><category term="Alzheimer&apos;s Disease" /><category term="Mild Cogntive Impairment" /><category term="Dementia" /><category term="Disease Detection" /><category term="Deep Learning" /><category term="Multi-modality" /><summary type="html"><![CDATA[View Column here]]></summary></entry><entry><title type="html">CS294-158 Deep Unsupervised Learning Note</title><link href="https://jiansfoggy.github.io/sj-home.github.io//posts/2024/03/CS294-158/" rel="alternate" type="text/html" title="CS294-158 Deep Unsupervised Learning Note" /><published>2024-03-30T00:00:00-07:00</published><updated>2024-03-30T00:00:00-07:00</updated><id>https://jiansfoggy.github.io/sj-home.github.io//posts/2024/03/CS294-158</id><content type="html" xml:base="https://jiansfoggy.github.io/sj-home.github.io//posts/2024/03/CS294-158/"><![CDATA[<p><a href="https://www.zhihu.com/column/c_1486863698749124608" title="class=red&amp;target=_blank&amp;data-layout=card"><strong>View Column here</strong></a></p>

<p>This column contains eleven blogs and introduces different unsupervised learning models.</p>

<p>I am working on the 11th blogs now.</p>]]></content><author><name>Jian Sun</name><email>Jian.Sun86@du.edu</email></author><category term="Autoregressive Models" /><category term="Unsupervised Learning" /><category term="Likelihood Models" /><category term="Flow Models" /><category term="Latent Variable Models" /><category term="Variational AutoEncoder (VAE)" /><category term="Implicit Models" /><category term="Generative Adversarial Networks (GANs)" /><category term="Self-Supervised Learning" /><category term="Semi-Supervised Learning" /><category term="Compression" /><category term="Reinforcement Learning" /><summary type="html"><![CDATA[View Column here]]></summary></entry><entry><title type="html">Semi-supervised Learning Note</title><link href="https://jiansfoggy.github.io/sj-home.github.io//posts/2023/11/Semi-SL/" rel="alternate" type="text/html" title="Semi-supervised Learning Note" /><published>2023-11-06T00:00:00-08:00</published><updated>2023-11-06T00:00:00-08:00</updated><id>https://jiansfoggy.github.io/sj-home.github.io//posts/2023/11/Semi-SL</id><content type="html" xml:base="https://jiansfoggy.github.io/sj-home.github.io//posts/2023/11/Semi-SL/"><![CDATA[<p><a href="https://www.zhihu.com/column/c_1684911590900768769" title="class=red&amp;target=_blank&amp;data-layout=card"><strong>View Column here</strong></a></p>

<p>This column contains 12 blogs and introduces different classic Semi-supervised Learning algorithms.</p>]]></content><author><name>Jian Sun</name><email>Jian.Sun86@du.edu</email></author><category term="Semi-supervised Learning" /><category term="Temporal Ensembling" /><category term="Mean Teachers" /><category term="Virtual Adversarial Training" /><category term="MixMatch" /><category term="Pseudo-Label" /><category term="Self-Training" /><category term="Entropy Minimization" /><summary type="html"><![CDATA[View Column here]]></summary></entry><entry><title type="html">Community Detection in Networks (Modularity)</title><link href="https://jiansfoggy.github.io/sj-home.github.io//posts/2022/04/Modularity/" rel="alternate" type="text/html" title="Community Detection in Networks (Modularity)" /><published>2022-04-14T00:00:00-07:00</published><updated>2022-04-14T00:00:00-07:00</updated><id>https://jiansfoggy.github.io/sj-home.github.io//posts/2022/04/Modularity</id><content type="html" xml:base="https://jiansfoggy.github.io/sj-home.github.io//posts/2022/04/Modularity/"><![CDATA[<p><a href="https://www.zhihu.com/column/c_1486863698749124608" title="class=red&amp;target=_blank&amp;data-layout=card"><strong>View Column here</strong></a></p>

<p>This column contains two blogs and introduces the derivation of deep learning-based community detection and modularity.</p>]]></content><author><name>Jian Sun</name><email>Jian.Sun86@du.edu</email></author><category term="Graph Neural Networks" /><category term="Modularity" /><category term="Community Detection" /><category term="Link Prediction" /><summary type="html"><![CDATA[View Column here]]></summary></entry></feed>