diff --git a/src/main/cpp/CMakeLists.txt b/src/main/cpp/CMakeLists.txt
index 21b42344d..3f95f2f21 100644
--- a/src/main/cpp/CMakeLists.txt
+++ b/src/main/cpp/CMakeLists.txt
@@ -78,7 +78,9 @@ set(VELOX_SOURCE_URL
 FetchContent_Declare(
   velox
   URL ${VELOX_SOURCE_URL}
-  URL_HASH MD5=${VELOX_SOURCE_URL_MD5})
+  URL_HASH MD5=${VELOX_SOURCE_URL_MD5}
+  PATCH_COMMAND ${CMAKE_COMMAND} -E chdir <SOURCE_DIR> patch -p1 -i
+                "${VELOX_PATCH_DIR}/iconfig-gcc-bug-103186.patch")
 FetchContent_MakeAvailable(velox)
 
 # Import JniHelpers.
diff --git a/src/main/cpp/cmake/patches/velox/iconfig-gcc-bug-103186.patch b/src/main/cpp/cmake/patches/velox/iconfig-gcc-bug-103186.patch
new file mode 100644
index 000000000..4ff619f85
--- /dev/null
+++ b/src/main/cpp/cmake/patches/velox/iconfig-gcc-bug-103186.patch
@@ -0,0 +1,38 @@
+--- a/velox/common/config/IConfig.h
++++ b/velox/common/config/IConfig.h
+@@ -35,9 +35,7 @@
+   std::optional<T> get(
+       const std::string& key,
+       const std::function<T(std::string, std::string)>& toT =
+-          [](auto /* unused */, auto value) {
+-            return folly::to<T>(value);
+-          }) const {
++          defaultToT<T>) const {
+     if (auto val = access(key)) {
+       return toT(key, *val);
+     }
+@@ -49,9 +47,7 @@
+       const std::string& key,
+       const T& defaultValue,
+       const std::function<T(std::string, std::string)>& toT =
+-          [](auto /* unused */, auto value) {
+-            return folly::to<T>(value);
+-          }) const {
++          defaultToT<T>) const {
+     if (auto val = access(key)) {
+       return toT(key, *val);
+     }
+@@ -65,6 +61,13 @@
+ 
+  private:
+   virtual std::optional<std::string> access(const std::string& key) const = 0;
++  // Do not inline this member function as lambda. Otherwise, a GCC bug
++  // https://gcc.gnu.org/bugzilla/show_bug.cgi?id=103186 might be triggered
++  // with GCC 11.1 and 11.2.
++  template <typename T>
++  static T defaultToT(std::string /* unused */, std::string value) {
++    return folly::to<T>(value);
++  }
+ };
+ 
+ } // namespace facebook::velox::config
diff --git a/src/main/cpp/velox-ref-md5.txt b/src/main/cpp/velox-ref-md5.txt
index 9910302a2..3f72b0162 100644
--- a/src/main/cpp/velox-ref-md5.txt
+++ b/src/main/cpp/velox-ref-md5.txt
@@ -1 +1 @@
-db3b302b3e465f7c8bdf2b1fd89e081b
+ec8bf87e9bea7d28c0be20d758e4cd08
diff --git a/src/main/cpp/velox-ref.txt b/src/main/cpp/velox-ref.txt
index 5d6a89850..d1b6587d6 100644
--- a/src/main/cpp/velox-ref.txt
+++ b/src/main/cpp/velox-ref.txt
@@ -1 +1 @@
-62a76362bcfc296a7c35506ad72b1d625c68f682
+45a03a6a0009c5343ad3421fb9f0c7275e9c8ec6