diff --git a/CMakeLists.txt b/CMakeLists.txt
index a9b583471ad..801e6baec8b 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -280,6 +280,7 @@ endif()
 # Generate lib to register quantized ops
 if(REGISTER_QUANTIZED_OPS)
   add_subdirectory(${CMAKE_CURRENT_SOURCE_DIR}/kernels/quantized)
+  list(APPEND _libs quantized_ops_lib)
 endif()
 
 # ios can only build library but not binary
diff --git a/examples/executor_runner/targets.bzl b/examples/executor_runner/targets.bzl
index 5b6280adc31..5e313e2583c 100644
--- a/examples/executor_runner/targets.bzl
+++ b/examples/executor_runner/targets.bzl
@@ -27,13 +27,14 @@ def define_common_targets():
     )
 
     register_custom_op = native.read_config("executorch", "register_custom_op", "0")
-
+    register_quantized_ops = native.read_config("executorch", "register_quantized_ops", "0")
+    custom_ops_lib = []
     if register_custom_op == "1":
-        custom_ops_lib = ["//executorch/examples/custom_ops:lib_1"]
+        custom_ops_lib.append("//executorch/examples/custom_ops:lib_1")
     elif register_custom_op == "2":
-        custom_ops_lib = ["//executorch/examples/custom_ops:lib_2"]
-    else:
-        custom_ops_lib = []
+        custom_ops_lib.append("//executorch/examples/custom_ops:lib_2")
+    if register_quantized_ops == "1":
+        custom_ops_lib.append("//executorch/kernels/quantized:generated_lib")
 
     # Test driver for models, uses all portable kernels and a demo backend. This
     # is intended to have minimal dependencies. If you want a runner that links
diff --git a/examples/quantization/test_quantize.sh b/examples/quantization/test_quantize.sh
index 17d572f7372..6431a9454dc 100644
--- a/examples/quantization/test_quantize.sh
+++ b/examples/quantization/test_quantize.sh
@@ -7,7 +7,7 @@
 
 # Test the end-to-end quantization flow.
 
-set -e
+set -eu
 
 get_shared_lib_ext() {
   UNAME=$(uname)
@@ -30,6 +30,14 @@ test_buck2_quantization() {
 
   echo "Run example.py"
   ${PYTHON_EXECUTABLE} -m "examples.quantization.example" --so_library="$SO_LIB" --model_name="$1"
+
+  echo 'Running executor_runner'
+  buck2 run //examples/executor_runner:executor_runner \
+    --config=executorch.register_quantized_ops=1 -- --model_path="./$1.pte"
+  # should give correct result
+
+  echo "Removing $1.pte"
+  rm "./$1.pte"
 }
 
 test_cmake_quantization() {
@@ -52,6 +60,13 @@ test_cmake_quantization() {
 
   echo "Run example.py, shared library $SO_LIB"
   ${PYTHON_EXECUTABLE} -m "examples.quantization.example" --so_library="$SO_LIB" --model_name="$1"
+
+  echo 'Running executor_runner'
+  cmake-out/executor_runner --model_path="./$1.pte"
+  # should give correct result
+
+  echo "Removing $1.pte"
+  rm "./$1.pte"
 }
 
 if [[ -z $PYTHON_EXECUTABLE ]];
diff --git a/kernels/quantized/CMakeLists.txt b/kernels/quantized/CMakeLists.txt
index aa037129d5e..acea70c899d 100644
--- a/kernels/quantized/CMakeLists.txt
+++ b/kernels/quantized/CMakeLists.txt
@@ -52,5 +52,5 @@ gen_custom_ops_aot_lib("quantized_ops_aot_lib" "${_quantized_sources}")
 
 # Build a library for _quantized_kernels_srcs
 #
-# quantized_kernels: Pure-C++ kernel library for quantized ops
-gen_operators_lib("quantized_kernels" "${_quantized_kernels__srcs}")
+# quantized_ops_lib: Register quantized ops kernels into Executorch runtime
+gen_operators_lib("quantized_ops_lib" "${_quantized_kernels__srcs}")