diff --git a/package.json b/package.json
index 188756b28d7b..6bf9351894e7 100644
--- a/package.json
+++ b/package.json
@@ -212,7 +212,7 @@
     "speed-measure-webpack-plugin": "1.3.3",
     "style-loader": "2.0.0",
     "stylus": "0.54.7",
-    "stylus-loader": "4.1.1",
+    "stylus-loader": "4.3.1",
     "symbol-observable": "2.0.3",
     "tar": "^6.0.0",
     "temp": "^0.9.0",
diff --git a/packages/angular_devkit/build_angular/package.json b/packages/angular_devkit/build_angular/package.json
index 310719f9d200..09d5f849ca2f 100644
--- a/packages/angular_devkit/build_angular/package.json
+++ b/packages/angular_devkit/build_angular/package.json
@@ -64,7 +64,7 @@
     "speed-measure-webpack-plugin": "1.3.3",
     "style-loader": "2.0.0",
     "stylus": "0.54.8",
-    "stylus-loader": "4.1.1",
+    "stylus-loader": "4.3.1",
     "terser": "5.3.7",
     "terser-webpack-plugin": "4.2.3",
     "text-table": "0.2.0",
diff --git a/packages/angular_devkit/build_angular/src/webpack/configs/styles.ts b/packages/angular_devkit/build_angular/src/webpack/configs/styles.ts
index 26f9a2ce8315..d87261b8156e 100644
--- a/packages/angular_devkit/build_angular/src/webpack/configs/styles.ts
+++ b/packages/angular_devkit/build_angular/src/webpack/configs/styles.ts
@@ -133,17 +133,10 @@ export function getStylesConfig(wco: WebpackConfigOptions) {
     {
       test: /\.styl$/,
       use: [
-        {
-          loader: require.resolve('resolve-url-loader'),
-          options: {
-            sourceMap: cssSourceMap,
-          },
-        },
         {
           loader: require.resolve('stylus-loader'),
           options: {
             sourceMap: cssSourceMap,
-            webpackImporter: false,
             stylusOptions: {
               compress: false,
               sourceMap: { comment: false },
diff --git a/yarn.lock b/yarn.lock
index 2d2bf9fc7f4d..5d544fd8f05c 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -11628,10 +11628,10 @@ stylehacks@^4.0.0:
     postcss "^7.0.0"
     postcss-selector-parser "^3.0.0"
 
-stylus-loader@4.1.1:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/stylus-loader/-/stylus-loader-4.1.1.tgz#0e94f5d6274932a2dad054d1a736b32146ac7a99"
-  integrity sha512-Vnm7J/nIs/P6swIrdwJW/dflhsCOiFmb1U3PeQ6phRtg1soPLN4uKnnL7AtGIJDe173elbtYIXVzmCyF493CfA==
+stylus-loader@4.3.1:
+  version "4.3.1"
+  resolved "https://registry.yarnpkg.com/stylus-loader/-/stylus-loader-4.3.1.tgz#8b4e749294d9fe0729c2e5e1f04cbf87e1c941aa"
+  integrity sha512-apDYJEM5ZpOAWbWInWcsbtI8gHNr/XYVcSY/tWqOUPt7M5tqhtwXVsAkgyiVjhuvw2Yrjq474a9H+g4d047Ebw==
   dependencies:
     fast-glob "^3.2.4"
     klona "^2.0.4"