diff --git a/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp b/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp
--- a/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp
+++ b/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp
@@ -793,15 +793,13 @@
   if (parser.parseOptionalKeyword("args"))
     return success();
 
-  SmallVector<OpAsmParser::Argument> args;
-  if (parser.parseArgumentList(args, OpAsmParser::Delimiter::Paren,
-                               /*allowType=*/true))
-    return failure();
-  for (auto &arg : args) {
-    argNames.push_back(arg.ssaName);
-    argTypes.push_back(arg.type);
-  }
-  return success();
+  auto parseElement = [&]() -> ParseResult {
+    return failure(parser.parseOperand(argNames.emplace_back()) ||
+                   parser.parseColonType(argTypes.emplace_back()));
+  };
+
+  return parser.parseCommaSeparatedList(OpAsmParser::Delimiter::Paren,
+                                        parseElement, " in argument list");
 }
 
 static void printLaunchFuncOperands(OpAsmPrinter &printer, Operation *,
diff --git a/mlir/test/Dialect/GPU/ops.mlir b/mlir/test/Dialect/GPU/ops.mlir
--- a/mlir/test/Dialect/GPU/ops.mlir
+++ b/mlir/test/Dialect/GPU/ops.mlir
@@ -121,6 +121,8 @@
     }
   }
 
+  func.func private @two_value_generator() -> (f32, memref<?xf32, 1>)
+
   func.func @foo() {
     %0 = "op"() : () -> (f32)
     %1 = "op"() : () -> (memref<?xf32, 1>)
@@ -140,6 +142,11 @@
     // CHECK: %{{.*}} = gpu.launch_func async [%{{.*}}] @kernels::@kernel_2 blocks in (%{{.*}}, %{{.*}}, %{{.*}}) threads in (%{{.*}}, %{{.*}}, %{{.*}})
     %t1 = gpu.launch_func async [%t0] @kernels::@kernel_2  blocks in (%cst, %cst, %cst) threads in (%cst, %cst, %cst)
 
+    // CHECK: %[[VALUES:.*]]:2 = call
+    %values:2 = func.call @two_value_generator() : () -> (f32, memref<?xf32, 1>)
+    // CHECK: gpu.launch_func @kernels::@kernel_1 {{.*}} args(%[[VALUES]]#0 : f32, %[[VALUES]]#1 : memref<?xf32, 1>)
+    gpu.launch_func @kernels::@kernel_1 blocks in (%cst, %cst, %cst) threads in (%cst, %cst, %cst) args(%values#0 : f32, %values#1 : memref<?xf32, 1>)
+
     return
   }