diff --git a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
--- a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
+++ b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
@@ -713,6 +713,7 @@
     }
   }];
   let hasVerifier = 1;
+  let hasFolder = 1;
 }
 
 def Vector_InsertOp :
diff --git a/mlir/lib/Dialect/Vector/IR/VectorOps.cpp b/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
--- a/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
+++ b/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
@@ -1839,6 +1839,29 @@
   return success();
 }
 
+OpFoldResult vector::InsertElementOp::fold(ArrayRef<Attribute> operands) {
+  // Skip the 0-D vector here.
+  if (operands.size() < 3)
+    return {};
+
+  Attribute src = operands[0];
+  Attribute dst = operands[1];
+  Attribute pos = operands[2];
+  if (!src || !dst || !pos)
+    return {};
+
+  auto dstElements = dst.cast<DenseElementsAttr>().getValues<Attribute>();
+
+  SmallVector<Attribute> results(dstElements);
+
+  auto attr = pos.dyn_cast<IntegerAttr>();
+  uint64_t posIdx = attr.getInt();
+
+  results[posIdx] = src;
+
+  return DenseElementsAttr::get(getDestVectorType(), results);
+}
+
 //===----------------------------------------------------------------------===//
 // InsertOp
 //===----------------------------------------------------------------------===//
diff --git a/mlir/test/Dialect/Vector/canonicalize.mlir b/mlir/test/Dialect/Vector/canonicalize.mlir
--- a/mlir/test/Dialect/Vector/canonicalize.mlir
+++ b/mlir/test/Dialect/Vector/canonicalize.mlir
@@ -1372,3 +1372,16 @@
   %t = vector.transpose %bcast, [1, 0] : vector<8x1xf32> to vector<1x8xf32>
   return %t : vector<1x8xf32>
 }
+
+// -----
+
+// CHECK-LABEL: func @insert_element_fold
+//       CHECK:   %[[V:.+]] = arith.constant dense<[0, 1, 7, 3]> : vector<4xi32>
+//       CHECK:   return %[[V]]
+func @insert_element_fold() -> vector<4xi32> {
+  %v = arith.constant dense<[0, 1, 2, 3]> : vector<4xi32>
+  %s = arith.constant 7 : i32
+  %i = arith.constant 2 : i32
+  %1 = vector.insertelement %s, %v[%i : i32] : vector<4xi32>
+  return %1 : vector<4xi32>
+}