diff --git a/mlir/include/mlir/ExecutionEngine/RunnerUtils.h b/mlir/include/mlir/ExecutionEngine/RunnerUtils.h
--- a/mlir/include/mlir/ExecutionEngine/RunnerUtils.h
+++ b/mlir/include/mlir/ExecutionEngine/RunnerUtils.h
@@ -16,21 +16,6 @@
 #ifndef MLIR_EXECUTIONENGINE_RUNNERUTILS_H
 #define MLIR_EXECUTIONENGINE_RUNNERUTILS_H
 
-#ifdef _WIN32
-#ifndef MLIR_RUNNERUTILS_EXPORT
-#ifdef mlir_runner_utils_EXPORTS
-// We are building this library
-#define MLIR_RUNNERUTILS_EXPORT __declspec(dllexport)
-#else
-// We are using this library
-#define MLIR_RUNNERUTILS_EXPORT __declspec(dllimport)
-#endif // mlir_runner_utils_EXPORTS
-#endif // MLIR_RUNNERUTILS_EXPORT
-#else
-// Non-windows: use visibility attributes.
-#define MLIR_RUNNERUTILS_EXPORT __attribute__((visibility("default")))
-#endif // _WIN32
-
 #include <assert.h>
 #include <cmath>
 #include <complex>
@@ -349,113 +334,93 @@
 ////////////////////////////////////////////////////////////////////////////////
 // Currently exposed C API.
 ////////////////////////////////////////////////////////////////////////////////
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefShapeI8(UnrankedMemRefType<int8_t> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void _mlir_ciface_printMemrefShapeI8(UnrankedMemRefType<int8_t> *m);
+extern "C" void
 _mlir_ciface_printMemrefShapeI32(UnrankedMemRefType<int32_t> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemrefShapeI64(UnrankedMemRefType<int64_t> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefShapeF32(UnrankedMemRefType<float> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefShapeF64(UnrankedMemRefType<double> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void _mlir_ciface_printMemrefShapeF32(UnrankedMemRefType<float> *m);
+extern "C" void _mlir_ciface_printMemrefShapeF64(UnrankedMemRefType<double> *m);
+extern "C" void
 _mlir_ciface_printMemrefShapeInd(UnrankedMemRefType<impl::index_type> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemrefShapeC32(UnrankedMemRefType<impl::complex32> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemrefShapeC64(UnrankedMemRefType<impl::complex64> *m);
 
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefI8(UnrankedMemRefType<int8_t> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefI32(UnrankedMemRefType<int32_t> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefI64(UnrankedMemRefType<int64_t> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefF32(UnrankedMemRefType<float> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemrefF64(UnrankedMemRefType<double> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void _mlir_ciface_printMemrefI8(UnrankedMemRefType<int8_t> *m);
+extern "C" void _mlir_ciface_printMemrefI32(UnrankedMemRefType<int32_t> *m);
+extern "C" void _mlir_ciface_printMemrefI64(UnrankedMemRefType<int64_t> *m);
+extern "C" void _mlir_ciface_printMemrefF32(UnrankedMemRefType<float> *m);
+extern "C" void _mlir_ciface_printMemrefF64(UnrankedMemRefType<double> *m);
+extern "C" void
 _mlir_ciface_printMemrefInd(UnrankedMemRefType<impl::index_type> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemrefC32(UnrankedMemRefType<impl::complex32> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemrefC64(UnrankedMemRefType<impl::complex64> *m);
 
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t _mlir_ciface_nanoTime();
-
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefI32(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefI64(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefF32(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefF64(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefInd(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefC32(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printMemrefC64(int64_t rank, void *ptr);
-extern "C" MLIR_RUNNERUTILS_EXPORT void printCString(char *str);
-
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref0dF32(StridedMemRefType<float, 0> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref1dF32(StridedMemRefType<float, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref2dF32(StridedMemRefType<float, 2> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref3dF32(StridedMemRefType<float, 3> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref4dF32(StridedMemRefType<float, 4> *m);
-
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref1dI8(StridedMemRefType<int8_t, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref1dI32(StridedMemRefType<int32_t, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref1dI64(StridedMemRefType<int64_t, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
-_mlir_ciface_printMemref1dF64(StridedMemRefType<double, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" int64_t _mlir_ciface_nanoTime();
+
+extern "C" void printMemrefI32(int64_t rank, void *ptr);
+extern "C" void printMemrefI64(int64_t rank, void *ptr);
+extern "C" void printMemrefF32(int64_t rank, void *ptr);
+extern "C" void printMemrefF64(int64_t rank, void *ptr);
+extern "C" void printMemrefInd(int64_t rank, void *ptr);
+extern "C" void printMemrefC32(int64_t rank, void *ptr);
+extern "C" void printMemrefC64(int64_t rank, void *ptr);
+extern "C" void printCString(char *str);
+
+extern "C" void _mlir_ciface_printMemref0dF32(StridedMemRefType<float, 0> *m);
+extern "C" void _mlir_ciface_printMemref1dF32(StridedMemRefType<float, 1> *m);
+extern "C" void _mlir_ciface_printMemref2dF32(StridedMemRefType<float, 2> *m);
+extern "C" void _mlir_ciface_printMemref3dF32(StridedMemRefType<float, 3> *m);
+extern "C" void _mlir_ciface_printMemref4dF32(StridedMemRefType<float, 4> *m);
+
+extern "C" void _mlir_ciface_printMemref1dI8(StridedMemRefType<int8_t, 1> *m);
+extern "C" void _mlir_ciface_printMemref1dI32(StridedMemRefType<int32_t, 1> *m);
+extern "C" void _mlir_ciface_printMemref1dI64(StridedMemRefType<int64_t, 1> *m);
+extern "C" void _mlir_ciface_printMemref1dF64(StridedMemRefType<double, 1> *m);
+extern "C" void
 _mlir_ciface_printMemref1dInd(StridedMemRefType<impl::index_type, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemref1dC32(StridedMemRefType<impl::complex32, 1> *m);
-extern "C" MLIR_RUNNERUTILS_EXPORT void
+extern "C" void
 _mlir_ciface_printMemref1dC64(StridedMemRefType<impl::complex64, 1> *m);
 
-extern "C" MLIR_RUNNERUTILS_EXPORT void _mlir_ciface_printMemrefVector4x4xf32(
+extern "C" void _mlir_ciface_printMemrefVector4x4xf32(
     StridedMemRefType<Vector2D<4, 4, float>, 2> *m);
 
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t _mlir_ciface_verifyMemRefI32(
-    UnrankedMemRefType<int32_t> *actual, UnrankedMemRefType<int32_t> *expected);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t _mlir_ciface_verifyMemRefF32(
-    UnrankedMemRefType<float> *actual, UnrankedMemRefType<float> *expected);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t _mlir_ciface_verifyMemRefF64(
-    UnrankedMemRefType<double> *actual, UnrankedMemRefType<double> *expected);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t
+extern "C" int64_t
+_mlir_ciface_verifyMemRefI32(UnrankedMemRefType<int32_t> *actual,
+                             UnrankedMemRefType<int32_t> *expected);
+extern "C" int64_t
+_mlir_ciface_verifyMemRefF32(UnrankedMemRefType<float> *actual,
+                             UnrankedMemRefType<float> *expected);
+extern "C" int64_t
+_mlir_ciface_verifyMemRefF64(UnrankedMemRefType<double> *actual,
+                             UnrankedMemRefType<double> *expected);
+extern "C" int64_t
 _mlir_ciface_verifyMemRefInd(UnrankedMemRefType<impl::index_type> *actual,
                              UnrankedMemRefType<impl::index_type> *expected);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t
+extern "C" int64_t
 _mlir_ciface_verifyMemRefC32(UnrankedMemRefType<impl::complex32> *actual,
                              UnrankedMemRefType<impl::complex32> *expected);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t
+extern "C" int64_t
 _mlir_ciface_verifyMemRefC64(UnrankedMemRefType<impl::complex64> *actual,
                              UnrankedMemRefType<impl::complex64> *expected);
 
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t verifyMemRefI32(int64_t rank,
-                                                           void *actualPtr,
-                                                           void *expectedPtr);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t verifyMemRefF32(int64_t rank,
-                                                           void *actualPtr,
-                                                           void *expectedPtr);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t verifyMemRefF64(int64_t rank,
-                                                           void *actualPtr,
-                                                           void *expectedPtr);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t verifyMemRefInd(int64_t rank,
-                                                           void *actualPtr,
-                                                           void *expectedPtr);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t verifyMemRefC32(int64_t rank,
-                                                           void *actualPtr,
-                                                           void *expectedPtr);
-extern "C" MLIR_RUNNERUTILS_EXPORT int64_t verifyMemRefC64(int64_t rank,
-                                                           void *actualPtr,
-                                                           void *expectedPtr);
+extern "C" int64_t verifyMemRefI32(int64_t rank, void *actualPtr,
+                                   void *expectedPtr);
+extern "C" int64_t verifyMemRefF32(int64_t rank, void *actualPtr,
+                                   void *expectedPtr);
+extern "C" int64_t verifyMemRefF64(int64_t rank, void *actualPtr,
+                                   void *expectedPtr);
+extern "C" int64_t verifyMemRefInd(int64_t rank, void *actualPtr,
+                                   void *expectedPtr);
+extern "C" int64_t verifyMemRefC32(int64_t rank, void *actualPtr,
+                                   void *expectedPtr);
+extern "C" int64_t verifyMemRefC64(int64_t rank, void *actualPtr,
+                                   void *expectedPtr);
 
 #endif // MLIR_EXECUTIONENGINE_RUNNERUTILS_H
diff --git a/mlir/lib/ExecutionEngine/CMakeLists.txt b/mlir/lib/ExecutionEngine/CMakeLists.txt
--- a/mlir/lib/ExecutionEngine/CMakeLists.txt
+++ b/mlir/lib/ExecutionEngine/CMakeLists.txt
@@ -156,7 +156,14 @@
 
     EXCLUDE_FROM_LIBMLIR
   )
+  set_property(TARGET mlir_runner_utils PROPERTY CXX_VISIBILITY_PRESET hidden)
   target_compile_definitions(mlir_runner_utils PRIVATE mlir_runner_utils_EXPORTS)
+  if(CMAKE_SYSTEM_NAME STREQUAL "Linux")
+    # Don't export symbols from link-time dependencies, these are internal
+    # implementation details.
+    # FIXME: Add a similar fix for Windows.
+    target_link_options(mlir_runner_utils PRIVATE "-Wl,-exclude-libs,ALL")
+  endif()
 
   add_mlir_library(mlir_async_runtime
     SHARED
diff --git a/mlir/lib/ExecutionEngine/RunnerUtils.cpp b/mlir/lib/ExecutionEngine/RunnerUtils.cpp
--- a/mlir/lib/ExecutionEngine/RunnerUtils.cpp
+++ b/mlir/lib/ExecutionEngine/RunnerUtils.cpp
@@ -14,6 +14,7 @@
 //===----------------------------------------------------------------------===//
 
 #include "mlir/ExecutionEngine/RunnerUtils.h"
+#include "llvm/ADT/StringMap.h"
 #include <chrono>
 
 // NOLINTBEGIN(*-identifier-naming)
@@ -287,4 +288,93 @@
   return _mlir_ciface_verifyMemRefC64(&actualDesc, &expectedDesc);
 }
 
+//===----------------------------------------------------------------------===//
+// MLIR ExecutionEngine dynamic library integration.
+//===----------------------------------------------------------------------===//
+
+// Export symbols for the MLIR ExecutionEngine integration. All other symbols
+// are hidden.
+#ifdef _WIN32
+#define MLIR_RUNNERUTILS_EXPORT __declspec(dllexport)
+#else
+#define MLIR_RUNNERUTILS_EXPORT __attribute__((visibility("default")))
+#endif
+
+// Visual Studio had a bug that fails to compile nested generic lambdas
+// inside an `extern "C"` function.
+//   https://developercommunity.visualstudio.com/content/problem/475494/clexe-error-with-lambda-inside-function-templates.html
+// The bug is fixed in VS2019 16.1. Separating the declaration and definition is
+// a work around for older versions of Visual Studio.
+extern "C" MLIR_RUNNERUTILS_EXPORT void
+__mlir_execution_engine_init(llvm::StringMap<void *> &exportSymbols);
+
+void __mlir_execution_engine_init(llvm::StringMap<void *> &exportSymbols) {
+  auto exportSymbol = [&](llvm::StringRef name, auto ptr) {
+    assert(exportSymbols.count(name) == 0 && "symbol already exists");
+    exportSymbols[name] = reinterpret_cast<void *>(ptr);
+  };
+
+  exportSymbol("_mlir_ciface_printMemrefShapeI8",
+               &_mlir_ciface_printMemrefShapeI8);
+  exportSymbol("_mlir_ciface_printMemrefShapeI32",
+               &_mlir_ciface_printMemrefShapeI32);
+  exportSymbol("_mlir_ciface_printMemrefShapeI64",
+               &_mlir_ciface_printMemrefShapeI64);
+  exportSymbol("_mlir_ciface_printMemrefShapeF32",
+               &_mlir_ciface_printMemrefShapeF32);
+  exportSymbol("_mlir_ciface_printMemrefShapeF64",
+               &_mlir_ciface_printMemrefShapeF64);
+  exportSymbol("_mlir_ciface_printMemrefShapeInd",
+               &_mlir_ciface_printMemrefShapeInd);
+  exportSymbol("_mlir_ciface_printMemrefShapeC32",
+               &_mlir_ciface_printMemrefShapeC32);
+  exportSymbol("_mlir_ciface_printMemrefShapeC64",
+               &_mlir_ciface_printMemrefShapeC64);
+  exportSymbol("_mlir_ciface_printMemrefI8", &_mlir_ciface_printMemrefI8);
+  exportSymbol("_mlir_ciface_printMemrefI32", &_mlir_ciface_printMemrefI32);
+  exportSymbol("_mlir_ciface_printMemrefI64", &_mlir_ciface_printMemrefI64);
+  exportSymbol("_mlir_ciface_printMemrefF32", &_mlir_ciface_printMemrefF32);
+  exportSymbol("_mlir_ciface_printMemrefF64", &_mlir_ciface_printMemrefF64);
+  exportSymbol("_mlir_ciface_printMemrefInd", &_mlir_ciface_printMemrefInd);
+  exportSymbol("_mlir_ciface_printMemrefC32", &_mlir_ciface_printMemrefC32);
+  exportSymbol("_mlir_ciface_printMemrefC64", &_mlir_ciface_printMemrefC64);
+  exportSymbol("_mlir_ciface_nanoTime", &_mlir_ciface_nanoTime);
+  exportSymbol("printMemrefI32", &printMemrefI32);
+  exportSymbol("printMemrefI64", &printMemrefI64);
+  exportSymbol("printMemrefF32", &printMemrefF32);
+  exportSymbol("printMemrefF64", &printMemrefF64);
+  exportSymbol("printMemrefInd", &printMemrefInd);
+  exportSymbol("printMemrefC32", &printMemrefC32);
+  exportSymbol("printMemrefC64", &printMemrefC64);
+  exportSymbol("printCString", &printCString);
+  exportSymbol("_mlir_ciface_printMemref0dF32", &_mlir_ciface_printMemref0dF32);
+  exportSymbol("_mlir_ciface_printMemref1dF32", &_mlir_ciface_printMemref1dF32);
+  exportSymbol("_mlir_ciface_printMemref2dF32", &_mlir_ciface_printMemref2dF32);
+  exportSymbol("_mlir_ciface_printMemref3dF32", &_mlir_ciface_printMemref3dF32);
+  exportSymbol("_mlir_ciface_printMemref4dF32", &_mlir_ciface_printMemref4dF32);
+  exportSymbol("_mlir_ciface_printMemref1dI8", &_mlir_ciface_printMemref1dI8);
+  exportSymbol("_mlir_ciface_printMemref1dI32", &_mlir_ciface_printMemref1dI32);
+  exportSymbol("_mlir_ciface_printMemref1dI64", &_mlir_ciface_printMemref1dI64);
+  exportSymbol("_mlir_ciface_printMemref1dF64", &_mlir_ciface_printMemref1dF64);
+  exportSymbol("_mlir_ciface_printMemref1dInd", &_mlir_ciface_printMemref1dInd);
+  exportSymbol("_mlir_ciface_printMemref1dC32", &_mlir_ciface_printMemref1dC32);
+  exportSymbol("_mlir_ciface_printMemref1dC64", &_mlir_ciface_printMemref1dC64);
+  exportSymbol("_mlir_ciface_printMemrefVector4x4xf32",
+               &_mlir_ciface_printMemrefVector4x4xf32);
+  exportSymbol("_mlir_ciface_verifyMemRefI32", &_mlir_ciface_verifyMemRefI32);
+  exportSymbol("_mlir_ciface_verifyMemRefF32", &_mlir_ciface_verifyMemRefF32);
+  exportSymbol("_mlir_ciface_verifyMemRefF64", &_mlir_ciface_verifyMemRefF64);
+  exportSymbol("_mlir_ciface_verifyMemRefInd", &_mlir_ciface_verifyMemRefInd);
+  exportSymbol("_mlir_ciface_verifyMemRefC32", &_mlir_ciface_verifyMemRefC32);
+  exportSymbol("_mlir_ciface_verifyMemRefC64", &_mlir_ciface_verifyMemRefC64);
+  exportSymbol("verifyMemRefI32", &verifyMemRefI32);
+  exportSymbol("verifyMemRefF32", &verifyMemRefF32);
+  exportSymbol("verifyMemRefF64", &verifyMemRefF64);
+  exportSymbol("verifyMemRefInd", &verifyMemRefInd);
+  exportSymbol("verifyMemRefC32", &verifyMemRefC32);
+  exportSymbol("verifyMemRefC64", &verifyMemRefC64);
+}
+
+extern "C" MLIR_RUNNERUTILS_EXPORT void __mlir_execution_engine_destroy() {}
+
 // NOLINTEND(*-identifier-naming)