diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/lit.local.cfg b/mlir/test/Integration/Dialect/SparseTensor/CPU/lit.local.cfg
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/lit.local.cfg
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/lit.local.cfg
@@ -3,3 +3,31 @@
 # No JIT on win32.
 if sys.platform == 'win32':
     config.unsupported = True
+
+# ArmSVE tests must be enabled via build flag.
+if config.mlir_run_arm_sve_tests == 'ON':
+    config.substitutions.append(('%ENABLE_VLA', 'true'))
+    config.substitutions.append(('%VLA_ARCH_ATTR_OPTIONS', '--march=aarch64 --mattr="+sve"'))
+    lli_cmd = 'lli'
+    if config.arm_emulator_lli_executable:
+       lli_cmd = config.arm_emulator_lli_executable
+
+    if config.arm_emulator_utils_lib_dir:
+        config.substitutions.append(('%mlir_native_utils_lib_dir', config.arm_emulator_utils_lib_dir))
+    else:
+        config.substitutions.append(('%mlir_native_utils_lib_dir', config.mlir_integration_test_dir))
+
+    if config.arm_emulator_executable:
+        # Run test in emulator (qemu or armie)
+        emulation_cmd = config.arm_emulator_executable
+        if config.arm_emulator_options:
+            emulation_cmd = emulation_cmd + ' ' + config.arm_emulator_options
+        emulation_cmd = emulation_cmd + ' ' + lli_cmd
+        config.substitutions.append(('%lli', emulation_cmd))
+    else:
+        config.substitutions.append(('%lli', lli_cmd))
+else:
+    config.substitutions.append(('%lli', 'lli'))
+    config.substitutions.append(('%mlir_native_utils_lib_dir', config.mlir_integration_test_dir))
+    config.substitutions.append(('%ENABLE_VLA', 'false'))
+    config.substitutions.append(('%VLA_ARCH_ATTR_OPTIONS', ''))
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_cast.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_cast.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_cast.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_cast.mlir
@@ -11,6 +11,13 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=2 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 #SV = #sparse_tensor.encoding<{ dimLevelType = [ "compressed" ] }>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_filter_conv2d.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_filter_conv2d.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_filter_conv2d.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_filter_conv2d.mlir
@@ -9,6 +9,13 @@
 // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=2 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 #DCSR = #sparse_tensor.encoding<{ dimLevelType = [ "compressed", "compressed" ] }>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_flatten.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_flatten.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_flatten.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_flatten.mlir
@@ -13,6 +13,14 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=4 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/test.tns" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_index_dense.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_index_dense.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_index_dense.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_index_dense.mlir
@@ -9,6 +9,13 @@
 // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=4 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 #SparseVector = #sparse_tensor.encoding<{
   dimLevelType = ["compressed"]
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_matvec.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_matvec.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_matvec.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_matvec.mlir
@@ -14,6 +14,14 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=16 enable-vla-vectorization=%ENABLE_VLA enable-simd-index32" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/wide.mtx" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_mttkrp.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_mttkrp.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_mttkrp.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_mttkrp.mlir
@@ -13,6 +13,14 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=4 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/mttkrp_b.tns" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_out_simple.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_out_simple.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_out_simple.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_out_simple.mlir
@@ -13,6 +13,14 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=4 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/test.mtx" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_quantized_matmul.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_quantized_matmul.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_quantized_matmul.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_quantized_matmul.mlir
@@ -9,6 +9,13 @@
 // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=2 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 #DCSR = #sparse_tensor.encoding<{ dimLevelType = [ "compressed", "compressed" ] }>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_reductions.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_reductions.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_reductions.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_reductions.mlir
@@ -9,6 +9,7 @@
 // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
 
 #SV = #sparse_tensor.encoding<{ dimLevelType = [ "compressed" ] }>
 #DV = #sparse_tensor.encoding<{ dimLevelType = [ "dense"      ] }>
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_matmul.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_matmul.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_matmul.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_matmul.mlir
@@ -15,6 +15,13 @@
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
 //
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=4 enable-vla-vectorization=%ENABLE_VLA enable-simd-index32" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/test.mtx" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_mm_fusion.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_mm_fusion.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_mm_fusion.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sampled_mm_fusion.mlir
@@ -9,6 +9,13 @@
 // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=8 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 #SM = #sparse_tensor.encoding<{ dimLevelType = [ "compressed", "compressed" ] }>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_scale.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_scale.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_scale.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_scale.mlir
@@ -11,6 +11,13 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=4 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 #CSR = #sparse_tensor.encoding<{ dimLevelType = [ "dense", "compressed" ] }>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_spmm.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_spmm.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_spmm.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_spmm.mlir
@@ -13,6 +13,14 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=2 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/wide.mtx" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>
 
diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sum.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sum.mlir
--- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sum.mlir
+++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_sum.mlir
@@ -13,6 +13,14 @@
 // RUN:  -e entry -entry-point-result=void  \
 // RUN:  -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext | \
 // RUN: FileCheck %s
+//
+// If SVE is available, test VLA vectorization.
+//
+// RUN: mlir-opt %s --sparse-compiler="vectorization-strategy=2 vl=2 enable-vla-vectorization=%ENABLE_VLA" | \
+// RUN: mlir-translate -mlir-to-llvmir | \
+// RUN: TENSOR0="%mlir_integration_test_dir/data/test_symmetric.mtx" \
+// RUN: %lli --entry-function=entry %VLA_ARCH_ATTR_OPTIONS --dlopen=%mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext | \
+// RUN: FileCheck %s
 
 !Filename = type !llvm.ptr<i8>