diff --git a/onnxruntime/core/providers/webnn/builders/impl/conv_op_builder.cc b/onnxruntime/core/providers/webnn/builders/impl/conv_op_builder.cc
index 5bd0ab47f84f1..123a9cc016515 100644
--- a/onnxruntime/core/providers/webnn/builders/impl/conv_op_builder.cc
+++ b/onnxruntime/core/providers/webnn/builders/impl/conv_op_builder.cc
@@ -276,10 +276,10 @@ Status ConvOpBuilder::AddToModelBuilderImpl(ModelBuilder& model_builder, const N
         options.set("filterLayout", emscripten::val("ihwo"));
       }
     }
-    emscripten::val filter = model_builder.GetOperand(weight);
-    if (op_type == "Conv")
+    emscripten::val filter = model_builder.GetOperand(weight_name);
+    if (op_type == "Conv") {
       output = model_builder.GetBuilder().call<emscripten::val>("conv2d", input, filter, options);
-    else {
+    } else {
       emscripten::val x_zero_point = emscripten::val::null();
       emscripten::val w_zero_point = emscripten::val::null();
       if (input_defs.size() >= 3) {
diff --git a/onnxruntime/core/providers/webnn/builders/impl/dequantizeLinear_op_builder.cc b/onnxruntime/core/providers/webnn/builders/impl/dequantizeLinear_op_builder.cc
index 1472409f003fd..66d502a4e6727 100644
--- a/onnxruntime/core/providers/webnn/builders/impl/dequantizeLinear_op_builder.cc
+++ b/onnxruntime/core/providers/webnn/builders/impl/dequantizeLinear_op_builder.cc
@@ -10,7 +10,7 @@
 #include "core/providers/webnn/builders/model_builder.h"
 #include "core/providers/webnn/builders/op_builder_factory.h"
 
-#include "base_op_builder.h"
+#include "core/providers/webnn/builders/impl/base_op_builder.h"
 
 namespace onnxruntime {
 namespace webnn {
diff --git a/onnxruntime/core/providers/webnn/builders/impl/dynamicQuantizeLinear_op_builder.cc b/onnxruntime/core/providers/webnn/builders/impl/dynamicQuantizeLinear_op_builder.cc
index 2b550a1ac6ecf..3b5f64584b828 100644
--- a/onnxruntime/core/providers/webnn/builders/impl/dynamicQuantizeLinear_op_builder.cc
+++ b/onnxruntime/core/providers/webnn/builders/impl/dynamicQuantizeLinear_op_builder.cc
@@ -10,7 +10,7 @@
 #include "core/providers/webnn/builders/model_builder.h"
 #include "core/providers/webnn/builders/op_builder_factory.h"
 
-#include "base_op_builder.h"
+#include "core/providers/webnn/builders/impl/base_op_builder.h"
 
 namespace onnxruntime {
 namespace webnn {
diff --git a/onnxruntime/core/providers/webnn/builders/model_builder.cc b/onnxruntime/core/providers/webnn/builders/model_builder.cc
index 9d73c7d19cc76..7101fa7147aab 100644
--- a/onnxruntime/core/providers/webnn/builders/model_builder.cc
+++ b/onnxruntime/core/providers/webnn/builders/model_builder.cc
@@ -14,6 +14,8 @@
 #include "core/providers/common.h"
 #include "core/providers/shared/utils/utils.h"
 
+#include <utility>
+
 namespace onnxruntime {
 namespace webnn {