diff --git a/CHANGELOG.md b/CHANGELOG.md
index 96cb8d36454b..75bbc7243697 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ### Added
 
+- Added `profiler.nvtxit` with some examples ([#9597](https://github.com/pyg-team/pytorch_geometric/pull/9597))
 - Added `loader.RagQueryLoader` with Remote Backend Example ([#9597](https://github.com/pyg-team/pytorch_geometric/pull/9597))
 - Added `data.LargeGraphIndexer` ([#9597](https://github.com/pyg-team/pytorch_geometric/pull/9597))
 - Added `nn.models.GRetriever` ([#9167](https://github.com/pyg-team/pytorch_geometric/pull/9167))