diff --git a/lib/builder/webpack/plugins/vue/client.js b/lib/builder/webpack/plugins/vue/client.js
index ffc8a8e0d5..aa03e5e474 100644
--- a/lib/builder/webpack/plugins/vue/client.js
+++ b/lib/builder/webpack/plugins/vue/client.js
@@ -1,6 +1,6 @@
 import hash from 'hash-sum'
-import uniq from 'lodash.uniq'
-import { isJS, onEmit } from './util'
+import uniq from 'lodash/uniq'
+import { isJS, isCSS, onEmit } from './util'
 
 export default class VueSSRClientPlugin {
   constructor(options = {}) {
@@ -19,10 +19,10 @@ export default class VueSSRClientPlugin {
       const initialFiles = uniq(Object.keys(stats.entrypoints)
         .map(name => stats.entrypoints[name].assets)
         .reduce((assets, all) => all.concat(assets), [])
-        .filter(isJS))
+        .filter((file) => isJS(file) || isCSS(file)))
 
       const asyncFiles = allFiles
-        .filter(isJS)
+        .filter((file) => isJS(file) || isCSS(file))
         .filter(file => initialFiles.indexOf(file) < 0)
 
       const manifest = {
@@ -43,7 +43,8 @@ export default class VueSSRClientPlugin {
           if (!chunk || !chunk.files) {
             return
           }
-          const files = manifest.modules[hash(m.identifier)] = chunk.files.map(fileToIndex)
+          const id = m.identifier.replace(/\s\w+$/, '') // remove appended hash
+          const files = manifest.modules[hash(id)] = chunk.files.map(fileToIndex)
           // find all asset modules associated with the same chunk
           assetModules.forEach(m => {
             if (m.chunks.some(id => id === cid)) {