diff --git a/src/function/vector_list_functions.cpp b/src/function/vector_list_functions.cpp
index 586d8b5416..9f53527e73 100644
--- a/src/function/vector_list_functions.cpp
+++ b/src/function/vector_list_functions.cpp
@@ -139,78 +139,86 @@ function_set SizeFunction::getFunctionSet() {
     return result;
 }
 
+template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename FUNC>
+static void BinaryExecListExtractFunction(
+    const std::vector<std::shared_ptr<common::ValueVector>>& params, common::ValueVector& result) {
+    assert(params.size() == 2);
+    BinaryFunctionExecutor::executeListExtract<LEFT_TYPE, RIGHT_TYPE, RESULT_TYPE, FUNC>(
+        *params[0], *params[1], result);
+}
+
 std::unique_ptr<FunctionBindData> ListExtractFunction::bindFunc(
     const binder::expression_vector& arguments, Function* function) {
     auto resultType = VarListType::getChildType(&arguments[0]->dataType);
     auto scalarFunction = reinterpret_cast<ScalarFunction*>(function);
     switch (resultType->getPhysicalType()) {
     case PhysicalTypeID::BOOL: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, uint8_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, uint8_t, ListExtract>;
     } break;
     case PhysicalTypeID::INT64: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, int64_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, int64_t, ListExtract>;
     } break;
     case PhysicalTypeID::INT32: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, int32_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, int32_t, ListExtract>;
     } break;
     case PhysicalTypeID::INT16: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, int16_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, int16_t, ListExtract>;
     } break;
     case PhysicalTypeID::INT8: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, int8_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, int8_t, ListExtract>;
     } break;
     case PhysicalTypeID::UINT64: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, uint64_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, uint64_t, ListExtract>;
     } break;
     case PhysicalTypeID::UINT32: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, uint32_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, uint32_t, ListExtract>;
     } break;
     case PhysicalTypeID::UINT16: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, uint16_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, uint16_t, ListExtract>;
     } break;
     case PhysicalTypeID::UINT8: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, uint8_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, uint8_t, ListExtract>;
     } break;
     case PhysicalTypeID::INT128: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, int128_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, int128_t, ListExtract>;
     } break;
     case PhysicalTypeID::DOUBLE: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, double_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, double_t, ListExtract>;
     } break;
     case PhysicalTypeID::FLOAT: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, float_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, float_t, ListExtract>;
     } break;
     case PhysicalTypeID::INTERVAL: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, interval_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, interval_t, ListExtract>;
     } break;
     case PhysicalTypeID::STRING: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, ku_string_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, ku_string_t, ListExtract>;
     } break;
     case PhysicalTypeID::VAR_LIST: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, list_entry_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, list_entry_t, ListExtract>;
     } break;
     case PhysicalTypeID::STRUCT: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, struct_entry_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, struct_entry_t, ListExtract>;
     } break;
     case PhysicalTypeID::INTERNAL_ID: {
-        scalarFunction->execFunc = ScalarFunction::BinaryExecListStructFunction<list_entry_t,
-            int64_t, internalID_t, ListExtract>;
+        scalarFunction->execFunc =
+            BinaryExecListExtractFunction<list_entry_t, int64_t, internalID_t, ListExtract>;
     } break;
     default: {
         throw NotImplementedException("ListExtractFunction::bindFunc");
diff --git a/src/include/function/binary_function_executor.h b/src/include/function/binary_function_executor.h
index 818448bea1..613fe9552b 100644
--- a/src/include/function/binary_function_executor.h
+++ b/src/include/function/binary_function_executor.h
@@ -18,8 +18,7 @@ struct BinaryFunctionWrapper {
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename OP>
     static inline void operation(LEFT_TYPE& left, RIGHT_TYPE& right, RESULT_TYPE& result,
         common::ValueVector* /*leftValueVector*/, common::ValueVector* /*rightValueVector*/,
-        common::ValueVector* /*resultValueVector*/, void* /*dataPtr*/) {
-
+        common::ValueVector* /*resultValueVector*/, uint64_t /*resultPos*/, void* /*dataPtr*/) {
         OP::operation(left, right, result);
     }
 };
@@ -28,16 +27,26 @@ struct BinaryListStructFunctionWrapper {
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename OP>
     static inline void operation(LEFT_TYPE& left, RIGHT_TYPE& right, RESULT_TYPE& result,
         common::ValueVector* leftValueVector, common::ValueVector* rightValueVector,
-        common::ValueVector* resultValueVector, void* /*dataPtr*/) {
+        common::ValueVector* resultValueVector, uint64_t /*resultPos*/, void* /*dataPtr*/) {
         OP::operation(left, right, result, *leftValueVector, *rightValueVector, *resultValueVector);
     }
 };
 
+struct BinaryListExtractFunctionWrapper {
+    template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename OP>
+    static inline void operation(LEFT_TYPE& left, RIGHT_TYPE& right, RESULT_TYPE& result,
+        common::ValueVector* leftValueVector, common::ValueVector* rightValueVector,
+        common::ValueVector* resultValueVector, uint64_t resultPos, void* /*dataPtr*/) {
+        OP::operation(left, right, result, *leftValueVector, *rightValueVector, *resultValueVector,
+            resultPos);
+    }
+};
+
 struct BinaryStringFunctionWrapper {
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename OP>
     static inline void operation(LEFT_TYPE& left, RIGHT_TYPE& right, RESULT_TYPE& result,
         common::ValueVector* /*leftValueVector*/, common::ValueVector* /*rightValueVector*/,
-        common::ValueVector* resultValueVector, void* /*dataPtr*/) {
+        common::ValueVector* resultValueVector, uint64_t /*resultPos*/, void* /*dataPtr*/) {
         OP::operation(left, right, result, *resultValueVector);
     }
 };
@@ -46,7 +55,7 @@ struct BinaryComparisonFunctionWrapper {
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename OP>
     static inline void operation(LEFT_TYPE& left, RIGHT_TYPE& right, RESULT_TYPE& result,
         common::ValueVector* leftValueVector, common::ValueVector* rightValueVector,
-        common::ValueVector* /*resultValueVector*/, void* /*dataPtr*/) {
+        common::ValueVector* /*resultValueVector*/, uint64_t /*resultPos*/, void* /*dataPtr*/) {
         OP::operation(left, right, result, leftValueVector, rightValueVector);
     }
 };
@@ -55,7 +64,7 @@ struct BinaryUDFFunctionWrapper {
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename OP>
     static inline void operation(LEFT_TYPE& left, RIGHT_TYPE& right, RESULT_TYPE& result,
         common::ValueVector* /*leftValueVector*/, common::ValueVector* /*rightValueVector*/,
-        common::ValueVector* /*resultValueVector*/, void* dataPtr) {
+        common::ValueVector* /*resultValueVector*/, uint64_t /*resultPos*/, void* dataPtr) {
         OP::operation(left, right, result, dataPtr);
     }
 };
@@ -69,7 +78,7 @@ struct BinaryFunctionExecutor {
         OP_WRAPPER::template operation<LEFT_TYPE, RIGHT_TYPE, RESULT_TYPE, FUNC>(
             ((LEFT_TYPE*)left.getData())[lPos], ((RIGHT_TYPE*)right.getData())[rPos],
             ((RESULT_TYPE*)resultValueVector.getData())[resPos], &left, &right, &resultValueVector,
-            dataPtr);
+            resPos, dataPtr);
     }
 
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename FUNC,
@@ -253,6 +262,13 @@ struct BinaryFunctionExecutor {
             left, right, result, nullptr /* dataPtr */);
     }
 
+    template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename FUNC>
+    static void executeListExtract(
+        common::ValueVector& left, common::ValueVector& right, common::ValueVector& result) {
+        executeSwitch<LEFT_TYPE, RIGHT_TYPE, RESULT_TYPE, FUNC, BinaryListExtractFunctionWrapper>(
+            left, right, result, nullptr /* dataPtr */);
+    }
+
     template<typename LEFT_TYPE, typename RIGHT_TYPE, typename RESULT_TYPE, typename FUNC>
     static void executeComparison(
         common::ValueVector& left, common::ValueVector& right, common::ValueVector& result) {
diff --git a/src/include/function/list/functions/list_extract_function.h b/src/include/function/list/functions/list_extract_function.h
index 2d82baf134..df03e11688 100644
--- a/src/include/function/list/functions/list_extract_function.h
+++ b/src/include/function/list/functions/list_extract_function.h
@@ -12,17 +12,12 @@ namespace function {
 
 struct ListExtract {
 public:
-    template<typename T>
-    static inline void setValue(T& src, T& dest, common::ValueVector& /*resultValueVector*/) {
-        dest = src;
-    }
-
     // Note: this function takes in a 1-based position (The index of the first value in the list
     // is 1).
     template<typename T>
     static inline void operation(common::list_entry_t& listEntry, int64_t pos, T& result,
         common::ValueVector& listVector, common::ValueVector& /*posVector*/,
-        common::ValueVector& resultVector) {
+        common::ValueVector& resultVector, uint64_t resPos) {
         if (pos == 0) {
             throw common::RuntimeException("List extract takes 1-based position.");
         }
@@ -35,10 +30,13 @@ struct ListExtract {
             return; // TODO(Xiyang/Ziyi): we should fix when extracting last element of list.
         }
         auto listDataVector = common::ListVector::getDataVector(&listVector);
-        auto listValues =
-            common::ListVector::getListValuesWithOffset(&listVector, listEntry, upos - 1);
-        resultVector.copyFromVectorData(
-            reinterpret_cast<uint8_t*>(&result), listDataVector, listValues);
+        resultVector.setNull(resPos, listDataVector->isNull(listEntry.offset + upos - 1));
+        if (!resultVector.isNull(resPos)) {
+            auto listValues =
+                common::ListVector::getListValuesWithOffset(&listVector, listEntry, upos - 1);
+            resultVector.copyFromVectorData(
+                reinterpret_cast<uint8_t*>(&result), listDataVector, listValues);
+        }
     }
 
     static inline void operation(
@@ -51,11 +49,5 @@ struct ListExtract {
     }
 };
 
-template<>
-inline void ListExtract::setValue(
-    common::ku_string_t& src, common::ku_string_t& dest, common::ValueVector& resultValueVector) {
-    common::StringVector::addString(&resultValueVector, dest, src);
-}
-
 } // namespace function
 } // namespace kuzu
diff --git a/src/include/function/schema/label_functions.h b/src/include/function/schema/label_functions.h
index 052503a138..43be0a67d5 100644
--- a/src/include/function/schema/label_functions.h
+++ b/src/include/function/schema/label_functions.h
@@ -9,10 +9,10 @@ namespace function {
 struct Label {
     static inline void operation(common::internalID_t& left, common::list_entry_t& right,
         common::ku_string_t& result, common::ValueVector& leftVector,
-        common::ValueVector& rightVector, common::ValueVector& resultVector) {
+        common::ValueVector& rightVector, common::ValueVector& resultVector, uint64_t resPos) {
         assert(left.tableID < right.size);
         ListExtract::operation(right, left.tableID + 1 /* listExtract requires 1-based index */,
-            result, rightVector, leftVector, resultVector);
+            result, rightVector, leftVector, resultVector, resPos);
     }
 };
 
diff --git a/src/include/function/schema/vector_label_functions.h b/src/include/function/schema/vector_label_functions.h
index 9dbcfe1d37..a4a5da99d3 100644
--- a/src/include/function/schema/vector_label_functions.h
+++ b/src/include/function/schema/vector_label_functions.h
@@ -10,7 +10,7 @@ struct LabelFunction {
     static void execFunction(const std::vector<std::shared_ptr<common::ValueVector>>& params,
         common::ValueVector& result) {
         assert(params.size() == 2);
-        BinaryFunctionExecutor::executeListStruct<common::internalID_t, common::list_entry_t,
+        BinaryFunctionExecutor::executeListExtract<common::internalID_t, common::list_entry_t,
             common::ku_string_t, Label>(*params[0], *params[1], result);
     }
 };
diff --git a/test/test_files/tinysnb/function/list.test b/test/test_files/tinysnb/function/list.test
index 288d9a8858..9ee8177522 100644
--- a/test/test_files/tinysnb/function/list.test
+++ b/test/test_files/tinysnb/function/list.test
@@ -307,6 +307,20 @@ n
 sdwe
 ad
 
+-LOG ListExtractWithNull
+-STATEMENT RETURN list_extract([1,3,null,null,2],3)
+---- 1
+
+
+-LOG ExtractNullList
+-STATEMENT RETURN list_extract(null,1)
+---- 1
+
+
+-LOG ListExtractNullPos
+-STATEMENT RETURN LIST_EXTRACT([3,4,5],NULL)
+---- 1
+
 
 -LOG SliceUTF8String
 -STATEMENT Return '这是一个中文句子'[2:5]