diff --git a/app/src/main/java/com/hippo/ehviewer/EhDB.java b/app/src/main/java/com/hippo/ehviewer/EhDB.java
index 939b759a6..40e563de9 100644
--- a/app/src/main/java/com/hippo/ehviewer/EhDB.java
+++ b/app/src/main/java/com/hippo/ehviewer/EhDB.java
@@ -418,6 +418,11 @@ public class EhDB {
         return raw;
     }
 
+    public static synchronized void updateDownloadLabel(DownloadLabelRaw raw) {
+        DownloadLabelDao dao = sDaoSession.getDownloadLabelDao();
+        dao.update(raw);
+    }
+
     public static synchronized void moveDownloadLabel(int fromPosition, int toPosition) {
         if (fromPosition == toPosition) {
             return;
@@ -442,4 +447,9 @@ public class EhDB {
 
         dao.updateInTx(list);
     }
+
+    public static synchronized void removeDownloadLabel(DownloadLabelRaw raw) {
+        DownloadLabelDao dao = sDaoSession.getDownloadLabelDao();
+        dao.delete(raw);
+    }
 }
diff --git a/app/src/main/java/com/hippo/ehviewer/download/DownloadManager.java b/app/src/main/java/com/hippo/ehviewer/download/DownloadManager.java
index 1c4b3a10e..e169a37e2 100644
--- a/app/src/main/java/com/hippo/ehviewer/download/DownloadManager.java
+++ b/app/src/main/java/com/hippo/ehviewer/download/DownloadManager.java
@@ -617,6 +617,80 @@ public class DownloadManager implements SpiderQueen.OnSpiderListener {
         }
     }
 
+    public void renameLabel(@NonNull String from, @NonNull String to) {
+        // Find in label list
+        boolean found = false;
+        for (DownloadLabelRaw raw: mLabelList) {
+            if (from.equals(raw.getLabel())) {
+                found = true;
+                raw.setLabel(to);
+                // Update in DB
+                EhDB.updateDownloadLabel(raw);
+                break;
+            }
+        }
+        if (!found) {
+            return;
+        }
+
+        LinkedList<DownloadInfo> list = mMap.remove(from);
+        if (list == null) {
+            return;
+        }
+
+        // Update info label
+        for (DownloadInfo info: list) {
+            info.label = to;
+            // Update in DB
+            EhDB.updateDownloadInfo(info);
+        }
+        // Put list back with new label
+        mMap.put(to, list);
+
+        // Notify listener
+        if (mDownloadInfoListener != null) {
+            mDownloadInfoListener.onRenameLabel(from, to);
+        }
+    }
+
+    public void deleteLabel(@NonNull String label) {
+        // Find in label list and remove
+        boolean found = false;
+        for (Iterator<DownloadLabelRaw> iterator = mLabelList.iterator(); iterator.hasNext();) {
+            DownloadLabelRaw raw = iterator.next();
+            if (label.equals(raw.getLabel())) {
+                found = true;
+                iterator.remove();
+                EhDB.removeDownloadLabel(raw);
+                break;
+            }
+        }
+        if (!found) {
+            return;
+        }
+
+        LinkedList<DownloadInfo> list = mMap.remove(label);
+        if (list == null) {
+            return;
+        }
+
+        // Update info label
+        for (DownloadInfo info: list) {
+            info.label = null;
+            // Update in DB
+            EhDB.updateDownloadInfo(info);
+            mDefaultInfoList.add(info);
+        }
+
+        // Sort
+        Collections.sort(mDefaultInfoList, sDateAscComparator);
+
+        // Notify listener
+        if (mDownloadInfoListener != null) {
+            mDownloadInfoListener.onChange();
+        }
+    }
+
     boolean isIdle() {
         return mCurrentTask == null && mWaitList.isEmpty();
     }
@@ -929,10 +1003,15 @@ public class DownloadManager implements SpiderQueen.OnSpiderListener {
         void onReload();
 
         /**
-         * The list is gone
+         * The list is gone, use default list please
          */
         void onChange();
 
+        /**
+         * Rename label
+         */
+        void onRenameLabel(String from, String to);
+
         /**
          * Remove the special info from the special position
          */
diff --git a/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadLabelScene.java b/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadLabelScene.java
index a9a31c95d..5c94955d8 100644
--- a/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadLabelScene.java
+++ b/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadLabelScene.java
@@ -19,6 +19,7 @@ package com.hippo.ehviewer.ui.scene;
 import android.content.DialogInterface;
 import android.graphics.drawable.NinePatchDrawable;
 import android.os.Bundle;
+import android.support.annotation.NonNull;
 import android.support.annotation.Nullable;
 import android.support.v7.app.AlertDialog;
 import android.support.v7.widget.LinearLayoutManager;
@@ -40,6 +41,8 @@ import com.h6ah4i.android.widget.advrecyclerview.swipeable.RecyclerViewSwipeMana
 import com.h6ah4i.android.widget.advrecyclerview.swipeable.SwipeableItemAdapter;
 import com.h6ah4i.android.widget.advrecyclerview.swipeable.SwipeableItemConstants;
 import com.h6ah4i.android.widget.advrecyclerview.swipeable.action.SwipeResultAction;
+import com.h6ah4i.android.widget.advrecyclerview.swipeable.action.SwipeResultActionDefault;
+import com.h6ah4i.android.widget.advrecyclerview.swipeable.action.SwipeResultActionMoveToSwipedDirection;
 import com.h6ah4i.android.widget.advrecyclerview.touchguard.RecyclerViewTouchActionGuardManager;
 import com.h6ah4i.android.widget.advrecyclerview.utils.AbstractDraggableSwipeableItemViewHolder;
 import com.hippo.app.EditTextDialogBuilder;
@@ -53,7 +56,9 @@ import com.hippo.view.ViewTransition;
 import com.hippo.widget.SimpleImageView;
 import com.hippo.yorozuya.ViewUtils;
 
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 
 public class DownloadLabelScene extends ToolbarScene {
 
@@ -68,6 +73,9 @@ public class DownloadLabelScene extends ToolbarScene {
     @Nullable
     public List<DownloadLabelRaw> mList = null;
 
+    @NonNull
+    public final Map<DownloadLabelRaw, Boolean> mPinState = new HashMap<>();
+
     @Override
     public void onCreate(@Nullable Bundle savedInstanceState) {
         super.onCreate(savedInstanceState);
@@ -179,6 +187,55 @@ public class DownloadLabelScene extends ToolbarScene {
         }
     }
 
+    private boolean isPinned(int position) {
+        if (mList != null) {
+            Boolean pinned = mPinState.get(mList.get(position));
+            if (pinned != null) {
+                return pinned;
+            }
+        }
+        return false;
+    }
+
+    private void setPinned(int position, boolean pinned) {
+        if (mList != null) {
+            mPinState.put(mList.get(position), pinned);
+        }
+    }
+
+    private class DeleteLabelDialogHelper implements DialogInterface.OnClickListener {
+
+        private final int mIndex;
+
+        public DeleteLabelDialogHelper(int index) {
+            mIndex = index;
+        }
+
+        @Override
+        public void onClick(DialogInterface dialog, int which) {
+            if (which != DialogInterface.BUTTON_POSITIVE) {
+                return;
+            }
+            if (mList == null) {
+                return;
+            }
+
+            DownloadLabelRaw raw = mList.get(mIndex);
+            EhApplication.getDownloadManager(getContext()).deleteLabel(raw.getLabel());
+            mPinState.remove(raw);
+            if (mAdapter != null) {
+                mAdapter.notifyItemRemoved(mIndex);
+            }
+            if (mViewTransition != null) {
+                if (mList != null && mList.size() > 0) {
+                    mViewTransition.showView(0);
+                } else {
+                    mViewTransition.showView(1);
+                }
+            }
+        }
+    }
+
     private class NewLabelDialogHelper implements View.OnClickListener {
 
         private final EditTextDialogBuilder mBuilder;
@@ -220,9 +277,49 @@ public class DownloadLabelScene extends ToolbarScene {
         }
     }
 
+    private class RenameLabelDialogHelper implements View.OnClickListener {
+
+        private final EditTextDialogBuilder mBuilder;
+        private final AlertDialog mDialog;
+        private final String mOriginalLabel;
+        private final int mPosition;
+
+        public RenameLabelDialogHelper(EditTextDialogBuilder builder, AlertDialog dialog,
+                String originalLabel, int position) {
+            mBuilder = builder;
+            mDialog = dialog;
+            mOriginalLabel = originalLabel;
+            mPosition = position;
+            Button button = dialog.getButton(DialogInterface.BUTTON_POSITIVE);
+            if (button != null) {
+                button.setOnClickListener(this);
+            }
+        }
+
+        @Override
+        public void onClick(View v) {
+            String text = mBuilder.getText();
+            if (TextUtils.isEmpty(text)) {
+                mBuilder.setError(getString(R.string.label_text_is_empty));
+            } else if (getString(R.string.default_download_label_name).equals(text)) {
+                mBuilder.setError(getString(R.string.label_text_is_invalid));
+            } else if (EhApplication.getDownloadManager(getContext()).containLabel(text)) {
+                mBuilder.setError(getString(R.string.label_text_exist));
+            } else {
+                mBuilder.setError(null);
+                mDialog.dismiss();
+                EhApplication.getDownloadManager(getContext()).renameLabel(mOriginalLabel, text);
+                if (mAdapter != null) {
+                    mAdapter.notifyItemChanged(mPosition);
+                }
+            }
+        }
+    }
+
     private class LabelHolder extends AbstractDraggableSwipeableItemViewHolder
             implements View.OnClickListener {
 
+        public final View delete;
         public final View swipeHandler;
         public final TextView label;
         public final View dragHandler;
@@ -230,16 +327,42 @@ public class DownloadLabelScene extends ToolbarScene {
         public LabelHolder(View itemView) {
             super(itemView);
 
+            delete = itemView.findViewById(R.id.delete);
             swipeHandler = itemView.findViewById(R.id.swipe_handler);
             label = (TextView) itemView.findViewById(R.id.label);
             dragHandler = itemView.findViewById(R.id.drag_handler);
 
+            delete.setOnClickListener(this);
             label.setOnClickListener(this);
         }
 
         @Override
         public void onClick(View v) {
-            // TODO
+            if (mList == null || mRecyclerView == null) {
+                return;
+            }
+
+            int index = mRecyclerView.getChildAdapterPosition(itemView);
+            if (index < 0 || index >= mList.size()) {
+                return;
+            }
+
+            if (delete == v) {
+                DeleteLabelDialogHelper helper = new DeleteLabelDialogHelper(index);
+                new AlertDialog.Builder(getContext())
+                        .setTitle(R.string.delete_label_title)
+                        .setMessage(getString(R.string.delete_label_text, mList.get(index).getLabel()))
+                        .setPositiveButton(android.R.string.ok, helper)
+                        .show();
+            } else if (label == v) {
+                DownloadLabelRaw raw = mList.get(index);
+                EditTextDialogBuilder builder = new EditTextDialogBuilder(
+                        getContext(), raw.getLabel(), getString(R.string.label));
+                builder.setTitle(R.string.rename_label_title);
+                builder.setPositiveButton(android.R.string.ok, null);
+                AlertDialog dialog = builder.show();
+                new RenameLabelDialogHelper(builder, dialog, raw.getLabel(), index);
+            }
         }
 
         @Override
@@ -252,7 +375,6 @@ public class DownloadLabelScene extends ToolbarScene {
             implements DraggableItemAdapter<LabelHolder>,
             SwipeableItemAdapter<LabelHolder> {
 
-
         @Override
         public LabelHolder onCreateViewHolder(ViewGroup parent, int viewType) {
             return new LabelHolder(getActivity().getLayoutInflater()
@@ -264,6 +386,11 @@ public class DownloadLabelScene extends ToolbarScene {
             if (mList != null) {
                 holder.label.setText(mList.get(position).getLabel());
             }
+
+            // set swiping properties
+            holder.setMaxLeftSwipeAmount(-0.5f);
+            holder.setMaxRightSwipeAmount(0);
+            holder.setSwipeItemHorizontalSlideAmount(isPinned(position) ? -0.5f : 0);
         }
 
         @Override
@@ -300,7 +427,11 @@ public class DownloadLabelScene extends ToolbarScene {
 
         @Override
         public int onGetSwipeReactionType(LabelHolder holder, int position, int x, int y) {
-            return SwipeableItemConstants.REACTION_CAN_SWIPE_BOTH_H;
+            if (ViewUtils.isViewUnder(holder.getSwipeableContainerView(), x, y, 0)) {
+                return SwipeableItemConstants.REACTION_CAN_SWIPE_BOTH_H;
+            } else {
+                return SwipeableItemConstants.REACTION_CAN_NOT_SWIPE_BOTH_H;
+            }
         }
 
         @Override
@@ -311,13 +442,62 @@ public class DownloadLabelScene extends ToolbarScene {
         @Override
         public SwipeResultAction onSwipeItem(LabelHolder holder, int position, int result) {
             switch (result) {
-                // swipe right
-                case SwipeableItemConstants.RESULT_SWIPED_RIGHT:
+                // swipe left --- pin
                 case SwipeableItemConstants.RESULT_SWIPED_LEFT:
-                    return null;
+                    return new SwipeLeftResultAction(position);
+                // other --- do nothing
+                case SwipeableItemConstants.RESULT_SWIPED_RIGHT:
                 case SwipeableItemConstants.RESULT_CANCELED:
                 default:
-                    return null;
+                    if (position >= 0) {
+                        return new UnpinResultAction(position);
+                    } else {
+                        return null;
+                    }
+            }
+        }
+    }
+
+    private class SwipeLeftResultAction extends SwipeResultActionMoveToSwipedDirection {
+
+        private final int mPosition;
+
+        public SwipeLeftResultAction(int position) {
+            mPosition = position;
+        }
+
+        @Override
+        protected void onPerformAction() {
+            super.onPerformAction();
+
+            if (!isPinned(mPosition)) {
+                setPinned(mPosition, true);
+
+                if (mAdapter != null) {
+                    mAdapter.notifyItemChanged(mPosition);
+                }
+            }
+        }
+    }
+
+    private class UnpinResultAction extends SwipeResultActionDefault {
+
+        private final int mPosition;
+
+        public UnpinResultAction(int position) {
+            mPosition = position;
+        }
+
+        @Override
+        protected void onPerformAction() {
+            super.onPerformAction();
+
+            if (isPinned(mPosition)) {
+                setPinned(mPosition, false);
+
+                if (mAdapter != null) {
+                    mAdapter.notifyItemChanged(mPosition);
+                }
             }
         }
     }
diff --git a/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadScene.java b/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadScene.java
index c0e0841e8..d0cec53f8 100644
--- a/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadScene.java
+++ b/app/src/main/java/com/hippo/ehviewer/ui/scene/DownloadScene.java
@@ -559,6 +559,23 @@ public class DownloadScene extends ToolbarScene
         }
     }
 
+    @Override
+    public void onRenameLabel(String from, String to) {
+        if (!ObjectUtils.equal(mLabel, from)) {
+            return;
+        }
+
+        mLabel = to;
+        updateForLabel();
+        if (mViewTransition != null) {
+            if (mList == null || mList.size() == 0) {
+                mViewTransition.showView(1);
+            } else {
+                mViewTransition.showView(0);
+            }
+        }
+    }
+
     @Override
     public void onRemove(@NonNull DownloadInfo info, @NonNull List<DownloadInfo> list, int position) {
         if (mList != list) {
diff --git a/app/src/main/res/drawable-hdpi/ic_delete_red_x24.png b/app/src/main/res/drawable-hdpi/ic_delete_red_x24.png
new file mode 100644
index 000000000..11416cd46
Binary files /dev/null and b/app/src/main/res/drawable-hdpi/ic_delete_red_x24.png differ
diff --git a/app/src/main/res/drawable-mdpi/ic_delete_red_x24.png b/app/src/main/res/drawable-mdpi/ic_delete_red_x24.png
new file mode 100644
index 000000000..f0ee9e8d9
Binary files /dev/null and b/app/src/main/res/drawable-mdpi/ic_delete_red_x24.png differ
diff --git a/app/src/main/res/drawable-xhdpi/ic_delete_red_x24.png b/app/src/main/res/drawable-xhdpi/ic_delete_red_x24.png
new file mode 100644
index 000000000..6753cf8f6
Binary files /dev/null and b/app/src/main/res/drawable-xhdpi/ic_delete_red_x24.png differ
diff --git a/app/src/main/res/drawable-xxhdpi/ic_delete_red_x24.png b/app/src/main/res/drawable-xxhdpi/ic_delete_red_x24.png
new file mode 100644
index 000000000..6b303db50
Binary files /dev/null and b/app/src/main/res/drawable-xxhdpi/ic_delete_red_x24.png differ
diff --git a/app/src/main/res/layout/item_download_label.xml b/app/src/main/res/layout/item_download_label.xml
index b2ced5f02..ffe4edbc5 100644
--- a/app/src/main/res/layout/item_download_label.xml
+++ b/app/src/main/res/layout/item_download_label.xml
@@ -21,6 +21,24 @@
     android:layout_height="wrap_content"
     android:clipChildren="false">
 
+    <LinearLayout
+        android:layout_width="match_parent"
+        android:layout_height="wrap_content">
+
+        <Space
+            android:layout_width="0dp"
+            android:layout_height="wrap_content"
+            android:layout_weight="1"/>
+
+        <com.hippo.widget.SimpleImageView
+            android:id="@+id/delete"
+            android:layout_width="48dp"
+            android:layout_height="48dp"
+            android:padding="12dp"
+            android:src="@drawable/ic_delete_red_x24"/>
+
+    </LinearLayout>
+
     <com.hippo.widget.ShadowLinearLayout
         android:id="@+id/swipe_handler"
         android:layout_width="match_parent"
@@ -43,7 +61,8 @@
                 android:gravity="center_vertical"
                 android:singleLine="true"
                 android:ellipsize="end"
-                android:textSize="@dimen/text_little_small"/>
+                android:textSize="@dimen/text_little_small"
+                android:textColor="@color/primary_text_light"/>
 
             <View
                 android:id="@+id/drag_handler"
diff --git a/app/src/main/res/values-zh-rCN/strings.xml b/app/src/main/res/values-zh-rCN/strings.xml
index e03895338..9c8ba081a 100644
--- a/app/src/main/res/values-zh-rCN/strings.xml
+++ b/app/src/main/res/values-zh-rCN/strings.xml
@@ -197,8 +197,20 @@
     <string name="stat_download_action_stop_all">全部停止</string>
     <string name="drawer_download_label_title">标签</string>
     <string name="default_download_label_name">默认</string>
+    <string name="download_move_dialog_title">移动</string>
     <string name="label">标签</string>
 
+    <!-- Download label -->
+    <string name="no_download_label">无标签</string>
+    <string name="add">添加</string>
+    <string name="new_label_title">新标签</string>
+    <string name="label_text_is_empty">标签文本为空</string>
+    <string name="label_text_is_invalid">“默认”是无效标签</string>
+    <string name="label_text_exist">标签已存在</string>
+    <string name="rename_label_title">重命名标签</string>
+    <string name="delete_label_title">删除标签</string>
+    <string name="delete_label_text">删除标签“%s”</string>
+
     <!-- Gallery Activity -->
     <string name="page_menu_title">第 %d 页</string>
     <string name="page_menu_refresh">@string/refresh</string>
diff --git a/app/src/main/res/values-zh-rHK/strings.xml b/app/src/main/res/values-zh-rHK/strings.xml
index 70d7ebedf..450552a23 100644
--- a/app/src/main/res/values-zh-rHK/strings.xml
+++ b/app/src/main/res/values-zh-rHK/strings.xml
@@ -197,6 +197,19 @@
     <string name="stat_download_action_stop_all">全部停止</string>
     <string name="drawer_download_label_title">標籤</string>
     <string name="default_download_label_name">默認</string>
+    <string name="download_move_dialog_title">移動</string>
+    <string name="label">標籤</string>
+
+    <!-- Download label -->
+    <string name="no_download_label">無標籤</string>
+    <string name="add">添加</string>
+    <string name="new_label_title">新標籤</string>
+    <string name="label_text_is_empty">標籤文本為空</string>
+    <string name="label_text_is_invalid">“默認”是無效標籤</string>
+    <string name="label_text_exist">標籤已存在</string>
+    <string name="rename_label_title">重命名標籤</string>
+    <string name="delete_label_title">刪除標籤</string>
+    <string name="delete_label_text">刪除標籤“%s”</string>
 
     <!-- Gallery Activity -->
     <string name="page_menu_title">第 %d 頁</string>
diff --git a/app/src/main/res/values-zh-rTW/strings.xml b/app/src/main/res/values-zh-rTW/strings.xml
index 2660d2aa4..c84f31775 100644
--- a/app/src/main/res/values-zh-rTW/strings.xml
+++ b/app/src/main/res/values-zh-rTW/strings.xml
@@ -197,6 +197,19 @@
     <string name="stat_download_action_stop_all">全部停止</string>
     <string name="drawer_download_label_title">標籤</string>
     <string name="default_download_label_name">預設</string>
+    <string name="download_move_dialog_title">移動</string>
+    <string name="label">標籤</string>
+
+    <!-- Download label -->
+    <string name="no_download_label">無標籤</string>
+    <string name="add">新增</string>
+    <string name="new_label_title">新標籤</string>
+    <string name="label_text_is_empty">標籤文字為空</string>
+    <string name="label_text_is_invalid">“預設”是無效標籤</string>
+    <string name="label_text_exist">標籤已存在</string>
+    <string name="rename_label_title">重新命名標籤</string>
+    <string name="delete_label_title">刪除標籤</string>
+    <string name="delete_label_text">刪除標籤“%s”</string>
 
     <!-- Gallery Activity -->
     <string name="page_menu_title">第 %d 頁</string>
diff --git a/app/src/main/res/values/strings.xml b/app/src/main/res/values/strings.xml
index 419a79f37..34b239a06 100644
--- a/app/src/main/res/values/strings.xml
+++ b/app/src/main/res/values/strings.xml
@@ -246,7 +246,10 @@
     <string name="new_label_title">New label</string>
     <string name="label_text_is_empty">Label text is empty</string>
     <string name="label_text_is_invalid">\"Default\" is an invalid label</string>
-    <string name="label_text_exist">Label text exists</string>
+    <string name="label_text_exist">Label exists</string>
+    <string name="rename_label_title">Rename label</string>
+    <string name="delete_label_title">Delete label</string>
+    <string name="delete_label_text">Delete label \"%s\"</string>
 
     <!-- Gallery Activity -->
     <string name="page_menu_title">Page %d</string>