diff --git a/src/core/ext/filters/client_channel/lb_policy/xds/cds.cc b/src/core/ext/filters/client_channel/lb_policy/xds/cds.cc
index 88e8c2cc1dc..a516ef8d20a 100644
--- a/src/core/ext/filters/client_channel/lb_policy/xds/cds.cc
+++ b/src/core/ext/filters/client_channel/lb_policy/xds/cds.cc
@@ -122,31 +122,28 @@ class CdsLb : public LoadBalancingPolicy {
         : parent_(std::move(parent)), name_(std::move(name)) {}
 
     void OnResourceChanged(XdsClusterResource cluster_data) override {
-      Ref().release();  // Ref held by lambda
+      RefCountedPtr<ClusterWatcher> self = Ref();
       parent_->work_serializer()->Run(
-          // TODO(roth): When we move to C++14, capture cluster_data with
-          // std::move().
-          [this, cluster_data]() mutable {
-            parent_->OnClusterChanged(name_, std::move(cluster_data));
-            Unref();
+          [self = std::move(self),
+           cluster_data = std::move(cluster_data)]() mutable {
+            self->parent_->OnClusterChanged(self->name_,
+                                            std::move(cluster_data));
           },
           DEBUG_LOCATION);
     }
     void OnError(absl::Status status) override {
-      Ref().release();  // Ref held by lambda
+      RefCountedPtr<ClusterWatcher> self = Ref();
       parent_->work_serializer()->Run(
-          [this, status]() {
-            parent_->OnError(name_, status);
-            Unref();
+          [self = std::move(self), status = std::move(status)]() mutable {
+            self->parent_->OnError(self->name_, std::move(status));
           },
           DEBUG_LOCATION);
     }
     void OnResourceDoesNotExist() override {
-      Ref().release();  // Ref held by lambda
+      RefCountedPtr<ClusterWatcher> self = Ref();
       parent_->work_serializer()->Run(
-          [this]() {
-            parent_->OnResourceDoesNotExist(name_);
-            Unref();
+          [self = std::move(self)]() {
+            self->parent_->OnResourceDoesNotExist(self->name_);
           },
           DEBUG_LOCATION);
     }
diff --git a/src/core/ext/filters/client_channel/lb_policy/xds/xds_cluster_resolver.cc b/src/core/ext/filters/client_channel/lb_policy/xds/xds_cluster_resolver.cc
index 80fa952d81a..37b6eb1f025 100644
--- a/src/core/ext/filters/client_channel/lb_policy/xds/xds_cluster_resolver.cc
+++ b/src/core/ext/filters/client_channel/lb_policy/xds/xds_cluster_resolver.cc
@@ -209,31 +209,26 @@ class XdsClusterResolverLb : public LoadBalancingPolicy {
         discovery_mechanism_.reset(DEBUG_LOCATION, "EndpointWatcher");
       }
       void OnResourceChanged(XdsEndpointResource update) override {
-        Ref().release();  // ref held by callback
+        RefCountedPtr<EndpointWatcher> self = Ref();
         discovery_mechanism_->parent()->work_serializer()->Run(
-            // TODO(yashykt): When we move to C++14, capture update with
-            // std::move
-            [this, update]() mutable {
-              OnResourceChangedHelper(std::move(update));
-              Unref();
+            [self = std::move(self), update = std::move(update)]() mutable {
+              self->OnResourceChangedHelper(std::move(update));
             },
             DEBUG_LOCATION);
       }
       void OnError(absl::Status status) override {
-        Ref().release();  // ref held by callback
+        RefCountedPtr<EndpointWatcher> self = Ref();
         discovery_mechanism_->parent()->work_serializer()->Run(
-            [this, status]() {
-              OnErrorHelper(status);
-              Unref();
+            [self = std::move(self), status = std::move(status)]() mutable {
+              self->OnErrorHelper(std::move(status));
             },
             DEBUG_LOCATION);
       }
       void OnResourceDoesNotExist() override {
-        Ref().release();  // ref held by callback
+        RefCountedPtr<EndpointWatcher> self = Ref();
         discovery_mechanism_->parent()->work_serializer()->Run(
-            [this]() {
-              OnResourceDoesNotExistHelper();
-              Unref();
+            [self = std::move(self)]() {
+              self->OnResourceDoesNotExistHelper();
             },
             DEBUG_LOCATION);
       }
diff --git a/src/core/ext/filters/client_channel/resolver/xds/xds_resolver.cc b/src/core/ext/filters/client_channel/resolver/xds/xds_resolver.cc
index 9b9450cf9cc..0af0137bb1c 100644
--- a/src/core/ext/filters/client_channel/resolver/xds/xds_resolver.cc
+++ b/src/core/ext/filters/client_channel/resolver/xds/xds_resolver.cc
@@ -156,33 +156,29 @@ class XdsResolver : public Resolver {
     explicit ListenerWatcher(RefCountedPtr<XdsResolver> resolver)
         : resolver_(std::move(resolver)) {}
     void OnResourceChanged(XdsListenerResource listener) override {
-      Ref().release();  // ref held by lambda
+      RefCountedPtr<ListenerWatcher> self = Ref();
       resolver_->work_serializer_->Run(
-          // TODO(yashykt): When we move to C++14, capture listener with
-          // std::move
-          [this, listener]() mutable {
-            resolver_->OnListenerUpdate(std::move(listener));
-            Unref();
+          [self = std::move(self), listener = std::move(listener)]() mutable {
+            self->resolver_->OnListenerUpdate(std::move(listener));
           },
           DEBUG_LOCATION);
     }
     void OnError(absl::Status status) override {
-      Ref().release();  // ref held by lambda
+      RefCountedPtr<ListenerWatcher> self = Ref();
       resolver_->work_serializer_->Run(
-          [this, status]() {
-            resolver_->OnError(resolver_->lds_resource_name_, status);
-            Unref();
+          [self = std::move(self), status = std::move(status)]() mutable {
+            self->resolver_->OnError(self->resolver_->lds_resource_name_,
+                                     std::move(status));
           },
           DEBUG_LOCATION);
     }
     void OnResourceDoesNotExist() override {
-      Ref().release();  // ref held by lambda
+      RefCountedPtr<ListenerWatcher> self = Ref();
       resolver_->work_serializer_->Run(
-          [this]() {
-            resolver_->OnResourceDoesNotExist(
-                absl::StrCat(resolver_->lds_resource_name_,
+          [self = std::move(self)]() {
+            self->resolver_->OnResourceDoesNotExist(
+                absl::StrCat(self->resolver_->lds_resource_name_,
                              ": xDS listener resource does not exist"));
-            Unref();
           },
           DEBUG_LOCATION);
     }
@@ -197,33 +193,33 @@ class XdsResolver : public Resolver {
     explicit RouteConfigWatcher(RefCountedPtr<XdsResolver> resolver)
         : resolver_(std::move(resolver)) {}
     void OnResourceChanged(XdsRouteConfigResource route_config) override {
-      Ref().release();  // ref held by lambda
+      RefCountedPtr<RouteConfigWatcher> self = Ref();
       resolver_->work_serializer_->Run(
-          // TODO(yashykt): When we move to C++14, capture route_config with
-          // std::move
-          [this, route_config]() mutable {
-            resolver_->OnRouteConfigUpdate(std::move(route_config));
-            Unref();
+          [self = std::move(self),
+           route_config = std::move(route_config)]() mutable {
+            if (self != self->resolver_->route_config_watcher_) return;
+            self->resolver_->OnRouteConfigUpdate(std::move(route_config));
           },
           DEBUG_LOCATION);
     }
     void OnError(absl::Status status) override {
-      Ref().release();  // ref held by lambda
+      RefCountedPtr<RouteConfigWatcher> self = Ref();
       resolver_->work_serializer_->Run(
-          [this, status]() {
-            resolver_->OnError(resolver_->route_config_name_, status);
-            Unref();
+          [self = std::move(self), status = std::move(status)]() mutable {
+            if (self != self->resolver_->route_config_watcher_) return;
+            self->resolver_->OnError(self->resolver_->route_config_name_,
+                                     std::move(status));
           },
           DEBUG_LOCATION);
     }
     void OnResourceDoesNotExist() override {
-      Ref().release();  // ref held by lambda
+      RefCountedPtr<RouteConfigWatcher> self = Ref();
       resolver_->work_serializer_->Run(
-          [this]() {
-            resolver_->OnResourceDoesNotExist(absl::StrCat(
-                resolver_->route_config_name_,
+          [self = std::move(self)]() {
+            if (self != self->resolver_->route_config_watcher_) return;
+            self->resolver_->OnResourceDoesNotExist(absl::StrCat(
+                self->resolver_->route_config_name_,
                 ": xDS route configuration resource does not exist"));
-            Unref();
           },
           DEBUG_LOCATION);
     }