diff --git a/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/Patterns.cpp b/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/Patterns.cpp
index e74176e..48b8b3a 100644
--- a/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/Patterns.cpp
+++ b/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/Patterns.cpp
@@ -86,6 +86,8 @@
                               TypeConverter &typeConverter,
                               RewritePatternSet &patterns) {
   patterns.insert<
+      UnaryArithmeticOpConversion<math::AbsIOp, IREE::VM::AbsI32Op,
+                                  IREE::VM::AbsI64Op>,
       UnaryArithmeticOpConversion<math::AbsFOp, IREE::VM::AbsF32Op,
                                   IREE::VM::AbsF64Op>,
       UnaryArithmeticOpConversion<math::CeilOp, IREE::VM::CeilF32Op,
diff --git a/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/test/arithmetic_ops.mlir b/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/test/arithmetic_ops.mlir
index f0ab95d..209debe 100644
--- a/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/test/arithmetic_ops.mlir
+++ b/compiler/src/iree/compiler/Dialect/VM/Conversion/MathToVM/test/arithmetic_ops.mlir
@@ -5,7 +5,10 @@
   // CHECK: vm.ctlz.i32
   %0 = math.ctlz %arg0 : i32
 
-  return %0 : i32
+  // CHECK: vm.abs.i32
+  %1 = math.absi %0 : i32
+
+  return %1 : i32
 }
 
 // -----
@@ -15,7 +18,10 @@
   // CHECK: vm.ctlz.i64
   %0 = math.ctlz %arg0 : i64
 
-  return %0 : i64
+  // CHECK: vm.abs.i64
+  %1 = math.absi %0 : i64
+
+  return %1 : i64
 }
 
 // -----