diff --git a/CODEOWNERS b/CODEOWNERS
index 6209003b429..b8ca7f0467b 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -4,10 +4,10 @@
 /docs/cpp @goldsborough @ebetica @yf225
 /torch/csrc/api/ @ebetica @goldsborough @yf225
 /test/cpp/api/ @ebetica @goldsborough @yf225
-/torch/lib/c10d/ @pietern @mrshenli
-/torch/csrc/distributed/ @pietern @mrshenli
-/torch/distributed/ @apaszke @pietern @mrshenli
-/test/test_c10d.py @pietern @mrshenli
+/torch/lib/c10d/ @pietern @mrshenli @zhaojuanmao
+/torch/csrc/distributed/ @pietern @mrshenli @zhaojuanmao
+/torch/distributed/ @apaszke @pietern @mrshenli @zhaojuanmao
+/test/test_c10d.py @pietern @mrshenli @zhaojuanmao
 /torch/utils/cpp_extension.py @goldsborough @fmassa @soumith @ezyang
 
 # Not there to stricly require the approval, but to be tagged as a reviewer
@@ -21,7 +21,7 @@
 /torch/utils/data/ @apaszke
 
 # Distributed RPC Framework.
-/torch/csrc/distributed/rpc @mrshenli @pritamdamania87
-/torch/csrc/distributed/autograd @mrshenli @pritamdamania87
-/torch/distributed/rpc @mrshenli @pritamdamania87
-/torch/distributed/autograd @mrshenli @pritamdamania87
+/torch/csrc/distributed/rpc @mrshenli @pritamdamania87 @zhaojuanmao
+/torch/csrc/distributed/autograd @mrshenli @pritamdamania87 @zhaojuanmao
+/torch/distributed/rpc @mrshenli @pritamdamania87 @zhaojuanmao
+/torch/distributed/autograd @mrshenli @pritamdamania87 @zhaojuanmao