Xiyuan Yang's Blog

Modern C++

This blog focuses on more advanced modern C++ features,including std::move, type inference, smart pointer and other.

2025-04-13

Code > Cpp

#tutorial #Finished #C/C++ #Modern Cpp

CamelAI-Automatic-Essay-Modification

My Github project English Essay Revision using the agentic workflow.

2025-04-11

Project

#Agents #Essay Writing

DataStructure-RBT-Tree

Lecture notes for MIT6.006 Lec8 Set and Sorting.

2025-04-10

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Data Structure #C/C++ #Set #Sorting

DataStructure-AVL-Tree

AVL Tree and its applications.

2025-04-10

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Tree #Data Structure #C/C++ #Binary Tree #AVL Tree

DataStructure-LCA

Introduction to the LCA(lowest common ancestor) problem, including doubling algorithm and eulerian sequence.

2025-04-10

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Tree #Finished #Data Structure #C/C++ #LCA

Algorithm-MCTS

This article introduces the classical Monte Carlo Tree Search Algorithms and its appliactions nowadays.

2025-04-08

Algorithm

#tutorial #MCTS

AIBasis_Neural_Networks

The Introduction for Blog Updating several classical neural network and its applications.

2025-04-04

Artificial Intelligence > AINN

#Artificial Intelligence #Deep Learning #Neural Networks

Torch-Memo

Frequently used torch Memo.

2025-04-01

Artificial Intelligence > Torch

#Updating #Python #Tutorial

Blog-Update-Fetching-Script

My Github project - Blog-Update-Fetching-Script Application.

2025-03-30

Project

#Finished #Bash

DataStructure-Sparse-Table

Advanced algorithms of Sparse Table and the underlying idea of doubling. This blog will also introduce its applications.

2025-03-30

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Tree #Finished #Data Structure #C/C++ #Sparse Table

DataStructure-Fenwick-Tree

Advanced algorithms of Fenwick Tree, including its applications.

2025-03-30

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Tree #Finished #Data Structure #C/C++ #Fenwick Tree

Algorithm-Sorting

Several classic and efficient sorting algorithms written in C++.

2025-03-29

Algorithm > SJTU CS0501(H) Data Structure

#Finished #C/C++ #Sorting Algorithms #Merge Sort #Quick Sort

DataStructure-Tree-Binary-Search-Tree-AVL-Tree

Cpp implementation for AVL Tree and Binary Search Tree

2025-03-29

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Tree #Data Structure #C/C++ #Binary Tree #AVL Tree

RAG-Blog-Content-Retrieval

My Github project RAG Blog content retrieval

2025-03-29

Project

#Python #RAG

RAG-Tutorial

Theoretical explanation and implementation of RAG for LLM uasge.

2025-03-29

Artificial Intelligence

#Artificial Intelligence #Deep Learning #LLMs #RAG

Algorithm-BFS-DFS

This blog introduces the basic mathematical definitions of graph theory and discusses the BFS and DFS search algorithms in graph theory, serving as course notes for MIT6.006.

2025-03-27

Algorithm > MIT 6.006 Introduction to Algorithms

#tutorial #Tree #Finished #BFS/DFS #Data Structure #Algorithm #C/C++

AI-Paper-2024

Several Papers representing the most valuable and shining research in AI frontier in 2024.

2025-03-25

Artificial Intelligence

#AI research #Artificial Intelligence #Deep Learning #LLMs

DataStructure-Set

Lecture notes for MIT6.006 Lec8 Set and Sorting.

2025-03-24

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Data Structure #C/C++ #Set #Sorting

DataStructure-Tree-Binary-Heap

Lecture notes for MIT6.006 Lec8 Binary Heaps.

2025-03-24

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Tree #Finished #Data Structure #C/C++ #Binary Heap

Algorithm-Memo

Memo for several frequently used algorithms and data sturctures.

2025-03-23

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Data Structure #C/C++

DataStructure-Stack-Queue-Advanced

Several advanced usage of stack, including the increasing stack, increasing queue and the recursive simulation of stack.

2025-03-16

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #Finished #BFS/DFS #Data Structure #C/C++ #Queue #Stack #Increasing stack

RL_speeches

Lecture notes for several sppeches regarding reinforcement learning

2025-03-14

Artificial Intelligence

#Artificial Intelligence #Deep Learning #reinforcement learning

Python-Visualization

Introducing Easily Used Templates to draw beautiful pictures in Python.

2025-03-14

Code > Python

#Python #Tutorial #Visualization

Algorithm-BinaryTree

This blog introduces Binary Tree, with several operations of O(logn) complexity. The blog then introduces AVL tree. This is my own lecture notes for MIT 6.006, Introduction to algorithms.

2025-03-12

Algorithm

#tutorial #Tree #Finished #Data Structure #C/C++ #Binary Tree

Deep_Learning_Memo

This blog records the writer's learning process of building and training neural networks by hand practically, including some tips, insights and memos.

2025-03-10

Artificial Intelligence

#Artificial Intelligence #Deep Learning #Convolutional Neural Networks #AlexNet #Image Clssification

Taking-Notes

Sharing my own experiences of taking notes during lectures and how to maximize the effectiveness from taking notes into the acquirement of knowledge.

2025-03-09

Efficient Tools

#tutorial #Methodologies #Taking Notes

Pre-Training-Is-Dead?

This blog focuses on the speech delivered by Ilya Sutskever in Neurips 2024, which discussed the future of scaling law and pre-training method, as well as the future directions of AI development.

2025-03-09

Artificial Intelligence

#Artificial Intelligence #Deep Learning #Finished #Pretraining #Large Language Models #Celebrity speeches

CS294-3-Autogen

This Blog introduces Autogen, which is developed by Microsoft, an multi-agent framework.

2025-03-07

Artificial Intelligence > CS294 LLM Agents

#Artificial Intelligence #Deep Learning #Finished #Autogen #Agent

Python-Numpy-Cheatsheet

This Blog focuses on the most frequently used python modules numpy, regarding its basic usage and several applications.

2025-03-06

Code > Python

#Finished #Python #Tutorial #Numpy

Algorithm-Chunking

This article introduces the chunking algorithms.

2025-03-03

Algorithm > SJTU CS0501(H) Data Structure

#tutorial #C/C++ #Chunking