diff --git a/pkg/controller/direct/compute/forwardingrule_controller.go b/pkg/controller/direct/compute/forwardingrule_controller.go
index 361b9d60f7..ed2675cd05 100644
--- a/pkg/controller/direct/compute/forwardingrule_controller.go
+++ b/pkg/controller/direct/compute/forwardingrule_controller.go
@@ -424,8 +424,29 @@ func (a *forwardingRuleAdapter) Update(ctx context.Context, u *unstructured.Unst
 }
 
 func (a *forwardingRuleAdapter) Export(ctx context.Context) (*unstructured.Unstructured, error) {
-	// TODO(kcc)
-	return nil, nil
+	if a.actual == nil {
+		return nil, fmt.Errorf("forwardingrule %q not found", a.fullyQualifiedName())
+	}
+
+	mc := &direct.MapContext{}
+	spec := ComputeForwardingRuleSpec_FromProto(mc, a.actual)
+	specObj, err := runtime.DefaultUnstructuredConverter.ToUnstructured(spec)
+	if err != nil {
+		return nil, fmt.Errorf("error converting forwardingrule spec to unstructured: %w", err)
+	}
+
+	u := &unstructured.Unstructured{
+		Object: make(map[string]interface{}),
+	}
+	u.SetName(a.id.forwardingRule)
+	u.SetGroupVersionKind(krm.ComputeForwardingRuleGVK)
+	u.SetLabels(a.actual.Labels)
+
+	if err := unstructured.SetNestedField(u.Object, specObj, "spec"); err != nil {
+		return nil, fmt.Errorf("setting spec: %w", err)
+	}
+
+	return u, nil
 }
 
 // Delete implements the Adapter interface.
diff --git a/pkg/controller/direct/compute/mapper.go b/pkg/controller/direct/compute/mapper.go
index 0b76971b76..2160112a73 100644
--- a/pkg/controller/direct/compute/mapper.go
+++ b/pkg/controller/direct/compute/mapper.go
@@ -16,6 +16,7 @@ package compute
 
 import (
 	"strconv"
+	"strings"
 
 	refs "github.com/GoogleCloudPlatform/k8s-config-connector/apis/refs/v1beta1"
 
@@ -47,9 +48,7 @@ func ComputeForwardingRuleSpec_IpAddress_FromProto(mapCtx *direct.MapContext, in
 		return nil
 	}
 	out := &krm.ForwardingruleIpAddress{}
-	out.AddressRef = &refs.ComputeAddressRef{
-		External: in,
-	}
+	out.Ip = direct.LazyPtr(in)
 	return out
 }
 
@@ -166,10 +165,34 @@ func ComputeForwardingRuleSpec_Target_FromProto(mapCtx *direct.MapContext, in st
 		return nil
 	}
 	out := &krm.ForwardingruleTarget{}
-	// TODO(yuhou): ForwardingRuleTarget can be one of multiple target objects. We need to determine which one to assign the value to.
-	// Assign to TargetHTTPProxy temporarily
-	out.TargetHTTPProxyRef = &refs.ComputeTargetHTTPProxyRef{
-		External: in,
+	if strings.Contains(in, "serviceAttachments") {
+		out.ServiceAttachmentRef = &refs.ComputeServiceAttachmentRef{
+			External: in,
+		}
+	} else if strings.Contains(in, "targetGrpcProxies") {
+		out.TargetGRPCProxyRef = &refs.ComputeTargetGrpcProxyRef{
+			External: in,
+		}
+	} else if strings.Contains(in, "targetHttpProxies") {
+		out.TargetHTTPProxyRef = &refs.ComputeTargetHTTPProxyRef{
+			External: in,
+		}
+	} else if strings.Contains(in, "targetHttpsProxies") {
+		out.TargetHTTPSProxyRef = &refs.ComputeTargetHTTPSProxyRef{
+			External: in,
+		}
+	} else if strings.Contains(in, "targetSslProxies") {
+		out.TargetSSLProxyRef = &refs.ComputeTargetSSLProxyRef{
+			External: in,
+		}
+	} else if strings.Contains(in, "targetTcpProxies") {
+		out.TargetTCPProxyRef = &refs.ComputeTargetTCPProxyRef{
+			External: in,
+		}
+	} else if strings.Contains(in, "targetVpnGateways") {
+		out.TargetVPNGatewayRef = &refs.ComputeTargetVPNGatewayRef{
+			External: in,
+		}
 	}
 	return out
 }