diff --git a/mlir/lib/Dialect/Vector/IR/VectorOps.cpp b/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
index 8d6e263934fb4..347141e2773b8 100644
--- a/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
+++ b/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
@@ -397,15 +397,13 @@ std::optional<int64_t> vector::getConstantVscaleMultiplier(Value value) {
 }
 
 /// Converts an IntegerAttr to have the specified type if needed.
-/// This handles cases where constant attributes have a different type than the
-/// target element type. If the input attribute is not an IntegerAttr or already
-/// has the correct type, returns it unchanged.
-static Attribute convertIntegerAttr(Attribute attr, Type expectedType) {
-  if (auto intAttr = mlir::dyn_cast<IntegerAttr>(attr)) {
-    if (intAttr.getType() != expectedType)
-      return IntegerAttr::get(expectedType, intAttr.getInt());
-  }
-  return attr;
+/// This handles cases where integer constant attributes have a different type
+/// than the target element type.
+static IntegerAttr convertIntegerAttr(IntegerAttr intAttr, Type expectedType) {
+  if (intAttr.getType() == expectedType)
+    return intAttr; // Already correct type
+
+  return IntegerAttr::get(expectedType, intAttr.getInt());
 }
 
 //===----------------------------------------------------------------------===//
@@ -2463,7 +2461,10 @@ static OpFoldResult foldFromElementsToElements(FromElementsOp fromElementsOp) {
 ///
 static OpFoldResult foldFromElementsToConstant(FromElementsOp fromElementsOp,
                                                ArrayRef<Attribute> elements) {
-  if (llvm::any_of(elements, [](Attribute attr) { return !attr; }))
+  // Check for null or poison attributes before any processing.
+  if (llvm::any_of(elements, [](Attribute attr) {
+        return !attr || isa<ub::PoisonAttrInterface>(attr);
+      }))
     return {};
 
   // DenseElementsAttr only supports int/index/float/complex types.
@@ -2472,11 +2473,16 @@ static OpFoldResult foldFromElementsToConstant(FromElementsOp fromElementsOp,
   if (!destEltType.isIntOrIndexOrFloat() && !isa<ComplexType>(destEltType))
     return {};
 
-  // Constant attributes might have a different type than the return type.
-  // Convert them before creating the dense elements attribute.
-  auto convertedElements = llvm::map_to_vector(elements, [&](Attribute attr) {
-    return convertIntegerAttr(attr, destEltType);
-  });
+  // Convert integer attributes to the target type if needed, leave others
+  // unchanged.
+  auto convertedElements =
+      llvm::map_to_vector(elements, [&](Attribute attr) -> Attribute {
+        if (auto intAttr = dyn_cast<IntegerAttr>(attr)) {
+          return convertIntegerAttr(intAttr, destEltType);
+        }
+        return attr; // Non-integer attributes (FloatAttr, etc.) returned
+                     // unchanged
+      });
 
   return DenseElementsAttr::get(destVecType, convertedElements);
 }
@@ -3497,13 +3503,19 @@ foldDenseElementsAttrDestInsertOp(InsertOp insertOp, Attribute srcAttr,
   SmallVector<Attribute> insertedValues;
   Type destEltType = destTy.getElementType();
 
-  /// Converts the expected type to an IntegerAttr if there's
-  /// a mismatch.
+  /// Converts integer attributes to the expected type if there's a mismatch.
+  /// Non-integer attributes are left unchanged.
   if (auto denseSource = llvm::dyn_cast<DenseElementsAttr>(srcAttr)) {
     for (auto value : denseSource.getValues<Attribute>())
-      insertedValues.push_back(convertIntegerAttr(value, destEltType));
+      if (auto intAttr = dyn_cast<IntegerAttr>(value))
+        insertedValues.push_back(convertIntegerAttr(intAttr, destEltType));
+      else
+        insertedValues.push_back(value); // Non-integer attributes unchanged
   } else {
-    insertedValues.push_back(convertIntegerAttr(srcAttr, destEltType));
+    if (auto intAttr = dyn_cast<IntegerAttr>(srcAttr))
+      insertedValues.push_back(convertIntegerAttr(intAttr, destEltType));
+    else
+      insertedValues.push_back(srcAttr); // Non-integer attributes unchanged
   }
 
   auto allValues = llvm::to_vector(denseDst.getValues<Attribute>());
diff --git a/mlir/test/Dialect/Vector/canonicalize.mlir b/mlir/test/Dialect/Vector/canonicalize.mlir
index 05c88b8abfbb0..08d28be3f8f73 100644
--- a/mlir/test/Dialect/Vector/canonicalize.mlir
+++ b/mlir/test/Dialect/Vector/canonicalize.mlir
@@ -3375,6 +3375,42 @@ func.func @negative_from_elements_to_constant() -> vector<1x!llvm.ptr> {
   return %b : vector<1x!llvm.ptr>
 }
 
+// -----
+
+// CHECK-LABEL: @negative_from_elements_poison
+//       CHECK:   %[[VAL:.*]] = ub.poison : vector<2xf32>
+//       CHECK:   return %[[VAL]] : vector<2xf32>
+func.func @negative_from_elements_poison_f32() -> vector<2xf32> {
+  %0 = ub.poison : f32
+  %1 = vector.from_elements %0, %0 : vector<2xf32>
+  return %1 : vector<2xf32>
+}
+
+// -----
+
+// CHECK-LABEL: @negative_from_elements_poison_i32
+//       CHECK:   %[[VAL:.*]] = ub.poison : vector<2xi32>
+//       CHECK:   return %[[VAL]] : vector<2xi32>
+func.func @negative_from_elements_poison_i32() -> vector<2xi32> {
+  %0 = ub.poison : i32
+  %1 = vector.from_elements %0, %0 : vector<2xi32>
+  return %1 : vector<2xi32>
+}
+
+// -----
+
+// CHECK-LABEL: @negative_from_elements_poison_constant_mix
+//       CHECK:   %[[POISON:.*]] = ub.poison : f32
+//       CHECK:   %[[CONST:.*]] = arith.constant 1.000000e+00 : f32
+//       CHECK:   %[[RES:.*]] = vector.from_elements %[[POISON]], %[[CONST]] : vector<2xf32>
+//       CHECK:   return %[[RES]] : vector<2xf32>
+func.func @negative_from_elements_poison_constant_mix() -> vector<2xf32> {
+  %0 = ub.poison : f32
+  %c = arith.constant 1.0 : f32
+  %1 = vector.from_elements %0, %c : vector<2xf32>
+  return %1 : vector<2xf32>
+}
+
 // +---------------------------------------------------------------------------
 // End of  Tests for foldFromElementsToConstant
 // +---------------------------------------------------------------------------