diff --git a/inference-engine/src/low_precision_transformations/src/fake_quantize.cpp b/inference-engine/src/low_precision_transformations/src/fake_quantize.cpp
index 72c4dab06d312e..fd4414fc86f2ef 100644
--- a/inference-engine/src/low_precision_transformations/src/fake_quantize.cpp
+++ b/inference-engine/src/low_precision_transformations/src/fake_quantize.cpp
@@ -191,14 +191,14 @@ std::shared_ptr<opset1::FakeQuantize> FakeQuantizeTransformation::fuseElementwis
     const auto data = fq::getData(eltwise);
     const size_t outputIdx = NetworkHelper::getParentOutputIndex(data, eltwise);
 
-    std::shared_ptr<opset1::FakeQuantize> newFakeQuantize = matcherPass.register_new_node<opset1::FakeQuantize>(
+    std::shared_ptr<opset1::FakeQuantize> newFakeQuantize = as_type_ptr<opset1::FakeQuantize>(fakeQuantize->clone_with_new_inputs({
         data->output(outputIdx),
         inputLowConst_f32,
         inputHighConst_f32,
         foldConvert(fakeQuantize->input_value(3), deqPrecision),
-        foldConvert(fakeQuantize->input_value(4), deqPrecision),
-        fakeQuantize->get_levels(),
-        fakeQuantize->get_auto_broadcast());
+        foldConvert(fakeQuantize->input_value(4), deqPrecision) }));
+
+    matcherPass.register_new_node(newFakeQuantize);
 
     replace_node(fakeQuantize, newFakeQuantize);
     ngraph::copy_runtime_info({ fakeQuantize, eltwise }, newFakeQuantize);
diff --git a/ngraph/core/include/ngraph/pass/graph_rewrite.hpp b/ngraph/core/include/ngraph/pass/graph_rewrite.hpp
index 3b248d50ecba6b..87a7f8677884e6 100644
--- a/ngraph/core/include/ngraph/pass/graph_rewrite.hpp
+++ b/ngraph/core/include/ngraph/pass/graph_rewrite.hpp
@@ -77,6 +77,13 @@ namespace ngraph
                 return node;
             }
 
+            template <typename T>
+            std::shared_ptr<T> register_new_node(const std::shared_ptr<T>& node)
+            {
+                m_new_nodes.push_back(node);
+                return node;
+            }
+
             const std::vector<std::shared_ptr<ngraph::Node>>& get_new_nodes()
             {
                 return m_new_nodes;