这里是我的个人学习知识库。主要记录 LeetCode 刷题思路、前沿 AI 论文精读 以及 系统性的读书笔记。希望能通过输出倒逼输入，构建自己的技术知识体系。
Repo Structure:
- 📂
leetcode/: 算法题解与 C++ 实现- 📂
论文精度/: 深度学习论文精读与分析 (Diffusion, LLM, etc.)- 📂
books/: 书籍阅读笔记 (WIP)
这里收录了我深入阅读过的 Paper，包含核心数学推导、架构分析和个人思考。
| Date | Category | Paper Title & Link | My Notes | Importance |
|---|---|---|---|---|
| 2026-01 | Diffusion | High-Resolution Image Synthesis with Latent Diffusion Models | [点击阅读] | ⭐⭐⭐⭐⭐ |
| 2026-01 | Diffusion | Scalable Diffusion Models with Transformers | [点击阅读] | ⭐⭐⭐⭐⭐ |
| WIP | MLSys | FlashAttention: Fast and Memory-Efficient Exact Attention | Writing... | ⭐⭐⭐⭐ |
🗂️ 待读清单 / Todo List (点击展开)
- ControlNet
- Scalable Diffusion Models with Transformers
- SGLang: Efficient Execution of Structured Language Model Programs
- Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
- DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
- DeepCache: Accelerating Diffusion Models for Free
- Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
- FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
- Token Merging: Your ViT But Faster
我将 LeetCode 题目按解题模式 (Patterns) 进行了分类总结，整理了核心模板和经典例题。
| Pattern / Topic | Key Problems & Tags | My Notes |
|---|---|---|
| 🔍 Binary Search (二分查找) |
基础二分, 寻找左/右边界, 旋转数组704 34 33 |
[查看笔记] |
| 👉👈 Two Pointers (数组与双指针) |
快慢指针, 对撞指针, 滑动窗口27 26 283 977 |
[查看笔记] |
💡 更多题解请直接访问 📂 leetcode 文件夹。
(WIP) 正在施工中... 🚧
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Created with ❤️ by Wang Zhuoran