diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index a8dec867..f58eacfc 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -53,7 +53,7 @@ jobs:
     # Autobuild attempts to build any compiled languages (C/C++, C#, or Java).
     # If this step fails, then you should remove it and run the build manually (see below)
     - name: Autobuild
-      uses: github/codeql-action/autobuild@v2
+      uses: github/codeql-action/autobuild@v3
 
     # ℹ️ Command-line programs to run using the OS shell.
     # 📚 https://git.io/JvXDl
diff --git a/README.md b/README.md
index a45545a1..decd90eb 100644
--- a/README.md
+++ b/README.md
@@ -395,11 +395,12 @@ if __name__ == '__main__':
 * 更新`tutorial`内容
 
 [2025.05.04 - v3.1.0 - Chunel]
-* 提供全量功能 Python 版本
+* 提供 全量功能 Python 版本
 * 提供 Python 和 C++ 混合编程功能
 * 提供 Python 打包功能，支持 `pip3 install PyCGraph` 安装
 
-[2025.05.05 - v3.1.1 - Chunel]
+[2025.06.14 - v3.1.1 - Chunel]
+* 提供 C# 和 Java 版本
 * 提供 `CODE_OF_CONDUCT.md` 文档
 
 </details>