diff --git a/osu.Game.Rulesets.Osu/Edit/Blueprints/Sliders/Components/PathControlPointVisualiser.cs b/osu.Game.Rulesets.Osu/Edit/Blueprints/Sliders/Components/PathControlPointVisualiser.cs
index c0fc5ccb0a..6962736157 100644
--- a/osu.Game.Rulesets.Osu/Edit/Blueprints/Sliders/Components/PathControlPointVisualiser.cs
+++ b/osu.Game.Rulesets.Osu/Edit/Blueprints/Sliders/Components/PathControlPointVisualiser.cs
@@ -2,16 +2,20 @@
 // See the LICENCE file in the repository root for full licence text.
 
 using System;
+using System.Collections.Generic;
+using osu.Framework.Allocation;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Framework.Input;
+using osu.Framework.Input.Bindings;
 using osu.Framework.Input.Events;
 using osu.Game.Rulesets.Osu.Objects;
+using osu.Game.Screens.Edit.Compose;
 using osuTK;
 
 namespace osu.Game.Rulesets.Osu.Edit.Blueprints.Sliders.Components
 {
-    public class PathControlPointVisualiser : CompositeDrawable
+    public class PathControlPointVisualiser : CompositeDrawable, IKeyBindingHandler<PlatformAction>
     {
         public Action<Vector2[]> ControlPointsChanged;
 
@@ -21,6 +25,9 @@ namespace osu.Game.Rulesets.Osu.Edit.Blueprints.Sliders.Components
 
         private InputManager inputManager;
 
+        [Resolved(CanBeNull = true)]
+        private IPlacementHandler placementHandler { get; set; }
+
         public PathControlPointVisualiser(Slider slider, bool allowSelection)
         {
             this.slider = slider;
@@ -76,5 +83,51 @@ namespace osu.Game.Rulesets.Osu.Edit.Blueprints.Sliders.Components
                     piece.IsSelected.Value = piece.Index == index;
             }
         }
+
+        public bool OnPressed(PlatformAction action)
+        {
+            switch (action.ActionMethod)
+            {
+                case PlatformActionMethod.Delete:
+                    var newControlPoints = new List<Vector2>();
+
+                    foreach (var piece in Pieces)
+                    {
+                        if (!piece.IsSelected.Value)
+                            newControlPoints.Add(slider.Path.ControlPoints[piece.Index]);
+                    }
+
+                    // Ensure that there are any points to be deleted
+                    if (newControlPoints.Count == slider.Path.ControlPoints.Length)
+                        return false;
+
+                    // If there are 0 remaining control points, treat the slider as being deleted
+                    if (newControlPoints.Count == 0)
+                    {
+                        placementHandler?.Delete(slider);
+                        return true;
+                    }
+
+                    // Make control points relative
+                    Vector2 first = newControlPoints[0];
+                    for (int i = 0; i < newControlPoints.Count; i++)
+                        newControlPoints[i] = newControlPoints[i] - first;
+
+                    // The slider's position defines the position of the first control point, and all further control points are relative to that point
+                    slider.Position = slider.Position + first;
+
+                    // Since pieces are re-used, they will not point to the deleted control points while remaining selected
+                    foreach (var piece in Pieces)
+                        piece.IsSelected.Value = false;
+
+                    ControlPointsChanged?.Invoke(newControlPoints.ToArray());
+
+                    return true;
+            }
+
+            return false;
+        }
+
+        public bool OnReleased(PlatformAction action) => action.ActionMethod == PlatformActionMethod.Delete;
     }
 }
diff --git a/osu.Game/Screens/Edit/Compose/Components/SelectionHandler.cs b/osu.Game/Screens/Edit/Compose/Components/SelectionHandler.cs
index d7821eff07..1722476e53 100644
--- a/osu.Game/Screens/Edit/Compose/Components/SelectionHandler.cs
+++ b/osu.Game/Screens/Edit/Compose/Components/SelectionHandler.cs
@@ -8,21 +8,21 @@ using osu.Framework.Allocation;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Framework.Graphics.Shapes;
-using osu.Framework.Input.Events;
+using osu.Framework.Input;
+using osu.Framework.Input.Bindings;
 using osu.Framework.Input.States;
 using osu.Game.Graphics;
 using osu.Game.Rulesets.Edit;
 using osu.Game.Rulesets.Objects;
 using osu.Game.Rulesets.Objects.Drawables;
 using osuTK;
-using osuTK.Input;
 
 namespace osu.Game.Screens.Edit.Compose.Components
 {
     /// <summary>
     /// A component which outlines <see cref="DrawableHitObject"/>s and handles movement of selections.
     /// </summary>
-    public class SelectionHandler : CompositeDrawable
+    public class SelectionHandler : CompositeDrawable, IKeyBindingHandler<PlatformAction>
     {
         public const float BORDER_RADIUS = 2;
 
@@ -72,22 +72,21 @@ namespace osu.Game.Screens.Edit.Compose.Components
         {
         }
 
-        protected override bool OnKeyDown(KeyDownEvent e)
+        public bool OnPressed(PlatformAction action)
         {
-            if (e.Repeat)
-                return base.OnKeyDown(e);
-
-            switch (e.Key)
+            switch (action.ActionMethod)
             {
-                case Key.Delete:
+                case PlatformActionMethod.Delete:
                     foreach (var h in selectedBlueprints.ToList())
                         placementHandler.Delete(h.DrawableObject.HitObject);
                     return true;
             }
 
-            return base.OnKeyDown(e);
+            return false;
         }
 
+        public bool OnReleased(PlatformAction action) => action.ActionMethod == PlatformActionMethod.Delete;
+
         #endregion
 
         #region Selection Handling