diff --git a/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addLoRAsToGraph.ts b/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addLoRAsToGraph.ts
index 01158d1cf0..602af2242e 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addLoRAsToGraph.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addLoRAsToGraph.ts
@@ -6,6 +6,9 @@ import {
   MetadataAccumulatorInvocation,
 } from 'services/api/types';
 import {
+  CANVAS_INPAINT_GRAPH,
+  CANVAS_OUTPAINT_GRAPH,
+  CANVAS_REFINE_DENOISE_LATENTS,
   CLIP_SKIP,
   LORA_LOADER,
   MAIN_MODEL_LOADER,
@@ -136,6 +139,22 @@ export const addLoRAsToGraph = (
         },
       });
 
+      if (
+        graph.id &&
+        [CANVAS_INPAINT_GRAPH, CANVAS_OUTPAINT_GRAPH].includes(graph.id)
+      ) {
+        graph.edges.push({
+          source: {
+            node_id: currentLoraNodeId,
+            field: 'unet',
+          },
+          destination: {
+            node_id: CANVAS_REFINE_DENOISE_LATENTS,
+            field: 'unet',
+          },
+        });
+      }
+
       graph.edges.push({
         source: {
           node_id: currentLoraNodeId,
diff --git a/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addSDXLLoRAstoGraph.ts b/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addSDXLLoRAstoGraph.ts
index 190816f21f..56423bd031 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addSDXLLoRAstoGraph.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graphBuilders/addSDXLLoRAstoGraph.ts
@@ -6,10 +6,13 @@ import {
   SDXLLoraLoaderInvocation,
 } from 'services/api/types';
 import {
+  CANVAS_REFINE_DENOISE_LATENTS,
   LORA_LOADER,
   METADATA_ACCUMULATOR,
   NEGATIVE_CONDITIONING,
   POSITIVE_CONDITIONING,
+  SDXL_CANVAS_INPAINT_GRAPH,
+  SDXL_CANVAS_OUTPAINT_GRAPH,
   SDXL_MODEL_LOADER,
 } from './constants';
 
@@ -163,6 +166,24 @@ export const addSDXLLoRAsToGraph = (
         },
       });
 
+      if (
+        graph.id &&
+        [SDXL_CANVAS_INPAINT_GRAPH, SDXL_CANVAS_OUTPAINT_GRAPH].includes(
+          graph.id
+        )
+      ) {
+        graph.edges.push({
+          source: {
+            node_id: currentLoraNodeId,
+            field: 'unet',
+          },
+          destination: {
+            node_id: CANVAS_REFINE_DENOISE_LATENTS,
+            field: 'unet',
+          },
+        });
+      }
+
       graph.edges.push({
         source: {
           node_id: currentLoraNodeId,