diff --git a/mlir/lib/Dialect/Linalg/TransformOps/LinalgTransformOps.cpp b/mlir/lib/Dialect/Linalg/TransformOps/LinalgTransformOps.cpp
index 14404d837ff74..18ee36efab9d8 100644
--- a/mlir/lib/Dialect/Linalg/TransformOps/LinalgTransformOps.cpp
+++ b/mlir/lib/Dialect/Linalg/TransformOps/LinalgTransformOps.cpp
@@ -2658,26 +2658,23 @@ SmallVector<OpFoldResult> transform::TileUsingForOp::getMixedSizes() {
 // `array` prefix to be consistent in the IR with `parseDynamicIndexList`.
 ParseResult parseOptionalInterchange(OpAsmParser &parser,
                                      OperationState &result) {
-  if (succeeded(parser.parseOptionalLBrace())) {
-    if (failed(parser.parseKeyword("interchange")))
-      return parser.emitError(parser.getNameLoc()) << "expect `interchange`";
-    if (failed(parser.parseEqual()))
-      return parser.emitError(parser.getNameLoc()) << "expect `=`";
-    result.addAttribute("interchange",
-                        DenseI64ArrayAttr::parse(parser, Type{}));
-    if (failed(parser.parseRBrace()))
-      return parser.emitError(parser.getNameLoc()) << "expect `}`";
-  }
+  if (failed(parser.parseOptionalKeyword("interchange")))
+    return success();
+  if (failed(parser.parseEqual()))
+    return failure();
+  result.addAttribute(
+      transform::TileUsingForOp::getInterchangeAttrName(result.name),
+      DenseI64ArrayAttr::parse(parser, Type{}));
   return success();
 }
 
 void printOptionalInterchange(OpAsmPrinter &p,
                               ArrayRef<int64_t> interchangeVals) {
   if (!interchangeVals.empty()) {
-    p << " {interchange = [";
+    p << " interchange = [";
     llvm::interleaveComma(interchangeVals, p,
                           [&](int64_t integer) { p << integer; });
-    p << "]}";
+    p << "]";
   }
 }
 
@@ -2693,6 +2690,7 @@ ParseResult transform::TileUsingForOp::parse(OpAsmParser &parser,
   if (parser.parseOperand(target) || parser.getCurrentLocation(&operandLoc) ||
       parseDynamicIndexList(parser, dynamicSizes, staticSizes, scalableVals) ||
       parseOptionalInterchange(parser, result) ||
+      parser.parseOptionalAttrDict(result.attributes) ||
       parser.parseColonType(functionalType))
     return ParseResult::failure();
 
@@ -2727,6 +2725,11 @@ void TileUsingForOp::print(OpAsmPrinter &p) {
                         /*valueTypes=*/{}, getScalableSizesAttr(),
                         OpAsmParser::Delimiter::Square);
   printOptionalInterchange(p, getInterchange());
+  p.printOptionalAttrDict(
+      (*this)->getAttrs(),
+      /*elidedAttrs=*/{getInterchangeAttrName(getOperation()->getName()),
+                       getScalableSizesAttrName(getOperation()->getName()),
+                       getStaticSizesAttrName(getOperation()->getName())});
   p << " : ";
   p.printFunctionalType(getOperands().getTypes(), getResults().getTypes());
 }
diff --git a/mlir/test/Dialect/Linalg/transform-ops.mlir b/mlir/test/Dialect/Linalg/transform-ops.mlir
index e9f044be5b4ed..6b276e69a595d 100644
--- a/mlir/test/Dialect/Linalg/transform-ops.mlir
+++ b/mlir/test/Dialect/Linalg/transform-ops.mlir
@@ -6,6 +6,16 @@ transform.sequence failures(propagate) {
   %0, %1:2 = transform.structured.tile_using_for %arg0 [2, 0, 3] : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op)
 }
 
+// check that the Attributes of `tile_using_for` are preserved through printing
+// and parsing with and without use of the optional `interchange` Attribute.
+transform.sequence failures(propagate) {
+^bb1(%arg0: !transform.any_op):
+  // CHECK %{{.*}}, %{{.*}}:2 = transform.structured.tile %arg0 [2, 0, 3] interchange = [2, 1] {test_attr1 = 1 : i64, test_attr2}
+  %0, %1:2 = transform.structured.tile_using_for %arg0 [2, 0, 3] interchange = [2, 1] {test_attr1 = 1 : i64, test_attr2}: (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op)
+  // CHECK %{{.*}}, %{{.*}}:2 = transform.structured.tile %arg0 [4, 5, 3] {test_attr3 = 1 : i64, test_attr4}
+  %2, %3:2 = transform.structured.tile_using_for %0 [0, 5, 3] {test_attr3 = 1 : i64, test_attr4}: (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op)
+}
+
 transform.sequence failures(propagate) {
 ^bb1(%arg0: !transform.any_op):
   %0:2 = transform.structured.split %arg0 after 42 { dimension = 0 } : !transform.any_op
diff --git a/mlir/test/Dialect/Linalg/transform-patterns.mlir b/mlir/test/Dialect/Linalg/transform-patterns.mlir
index 77ce4d0b211f0..5a9b490c07ff2 100644
--- a/mlir/test/Dialect/Linalg/transform-patterns.mlir
+++ b/mlir/test/Dialect/Linalg/transform-patterns.mlir
@@ -170,7 +170,7 @@ func.func @matvec_perm(%A: memref<?x?xf32, strided<[?, 1], offset: ?>>,
 module attributes {transform.with_named_sequence} {
   transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
       %0 = transform.structured.match ops{["linalg.matvec"]} in %arg1 : (!transform.any_op) -> !transform.any_op
-      %1, %loops:2 = transform.structured.tile_using_for %0 [5, 6] {interchange = [1, 0]} : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op)
+      %1, %loops:2 = transform.structured.tile_using_for %0 [5, 6] interchange = [1, 0] : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op)
       transform.yield
   }
 }
@@ -199,8 +199,8 @@ func.func @matmul_perm(%A: memref<?x?xf32, strided<[?, 1], offset: ?>>,
 module attributes {transform.with_named_sequence} {
   transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
       %0 = transform.structured.match ops{["linalg.matmul"]} in %arg1 : (!transform.any_op) -> !transform.any_op
-      %1, %loops:3 = transform.structured.tile_using_for %0 [2000, 3000, 4000] {interchange = [1, 2, 0]} : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op, !transform.any_op)
-      %2, %loops_2:3 = transform.structured.tile_using_for %1 [200, 300, 400] {interchange = [1, 0, 2]} : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op, !transform.any_op)
+      %1, %loops:3 = transform.structured.tile_using_for %0 [2000, 3000, 4000] interchange = [1, 2, 0] : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op, !transform.any_op)
+      %2, %loops_2:3 = transform.structured.tile_using_for %1 [200, 300, 400] interchange = [1, 0, 2] : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op, !transform.any_op)
       %3, %loops_3:3 = transform.structured.tile_using_for %2 [20, 30, 40] : (!transform.any_op) -> (!transform.any_op, !transform.any_op, !transform.any_op, !transform.any_op)
       transform.yield
   }