diff --git a/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp b/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp
--- a/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp
+++ b/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp
@@ -617,8 +617,10 @@
     // Create pad(extract_slice(x)).
     Value newSliceOp = b.create<tensor::ExtractSliceOp>(
         loc, padOp.getSource(), newOffsets, newLengths, newStrides);
-    auto newPadOp = b.create<PadOp>(loc, Type(), newSliceOp, newLows, newHighs,
-                                    /*nofold=*/padOp.getNofold());
+    auto newPadOp = b.create<PadOp>(
+        loc, Type(), newSliceOp, newLows, newHighs,
+        /*nofold=*/padOp.getNofold(),
+        getPrunedAttributeList(padOp, PadOp::getAttributeNames()));
 
     // Copy region to new PadOp.
     IRMapping bvm;