diff --git a/src/applications/calendar/query/PhabricatorCalendarEventSearchEngine.php b/src/applications/calendar/query/PhabricatorCalendarEventSearchEngine.php
--- a/src/applications/calendar/query/PhabricatorCalendarEventSearchEngine.php
+++ b/src/applications/calendar/query/PhabricatorCalendarEventSearchEngine.php
@@ -368,6 +368,8 @@
       $epoch_min = $event->getStartDateTimeEpoch();
       $epoch_max = $event->getEndDateTimeEpoch();
 
+      $is_invited = $event->isRSVPInvited($viewer->getPHID());
+
       $event_view = id(new AphrontCalendarEventView())
         ->setHostPHID($event->getHostPHID())
         ->setEpochRange($epoch_min, $epoch_max)
@@ -376,7 +378,7 @@
         ->setURI($event->getURI())
         ->setIsAllDay($event->getIsAllDay())
         ->setIcon($event->getDisplayIcon($viewer))
-        ->setViewerIsInvited($event->getIsUserInvited($viewer->getPHID()))
+        ->setViewerIsInvited($is_invited)
         ->setIconColor($event->getDisplayIconColor($viewer));
 
       $month_view->addEvent($event_view);
diff --git a/src/applications/calendar/storage/PhabricatorCalendarEvent.php b/src/applications/calendar/storage/PhabricatorCalendarEvent.php
--- a/src/applications/calendar/storage/PhabricatorCalendarEvent.php
+++ b/src/applications/calendar/storage/PhabricatorCalendarEvent.php
@@ -538,16 +538,6 @@
     return $is_attending;
   }
 
-  public function getIsUserInvited($phid) {
-    $uninvited_status = PhabricatorCalendarEventInvitee::STATUS_UNINVITED;
-    $declined_status = PhabricatorCalendarEventInvitee::STATUS_DECLINED;
-    $status = $this->getUserInviteStatus($phid);
-    if ($status == $uninvited_status || $status == $declined_status) {
-      return false;
-    }
-    return true;
-  }
-
   public function getIsGhostEvent() {
     return $this->isGhostEvent;
   }
@@ -655,7 +645,7 @@
           case PhabricatorCalendarEventInvitee::STATUS_INVITED:
             return 'fa-user-plus';
           case PhabricatorCalendarEventInvitee::STATUS_DECLINED:
-            return 'fa-times';
+            return 'fa-times-circle';
         }
       }
     }
diff --git a/src/applications/people/controller/PhabricatorPeopleProfileViewController.php b/src/applications/people/controller/PhabricatorPeopleProfileViewController.php
--- a/src/applications/people/controller/PhabricatorPeopleProfileViewController.php
+++ b/src/applications/people/controller/PhabricatorPeopleProfileViewController.php
@@ -194,11 +194,12 @@
       ->withDateRange($range_start, $range_end)
       ->withInvitedPHIDs(array($user->getPHID()))
       ->withIsCancelled(false)
+      ->needRSVPs(array($viewer->getPHID()))
       ->execute();
 
     $event_views = array();
     foreach ($events as $event) {
-      $viewer_is_invited = $event->getIsUserInvited($viewer->getPHID());
+      $viewer_is_invited = $event->isRSVPInvited($viewer->getPHID());
 
       $can_edit = PhabricatorPolicyFilter::hasCapability(
         $viewer,
diff --git a/src/docs/user/userguide/calendar.diviner b/src/docs/user/userguide/calendar.diviner
--- a/src/docs/user/userguide/calendar.diviner
+++ b/src/docs/user/userguide/calendar.diviner
@@ -37,6 +37,22 @@
 You can click through to a user's profile to see more details about their
 availability.
 
+Status Icons
+============
+
+On the month and day views, Calendar shows an icon next to each event to
+indicate status. The icons are:
+
+  - {icon user-plus, color=green} **Invited, Individual**: You're personally
+    invited to the event.
+  - {icon users, color=green} **Invited, Group**: A project you are a member
+    of is invited to the event.
+  - {icon check-circle, color=green} **Attending**: You're attending the event.
+  - {icon times-circle, color=grey} **Declined**: You've declined the event.
+  - {icon times, color=red} **Cancelled**: The event has been cancelled.
+
+If you don't have any special relationship to the event and the event does not
+have any special status, an event-specific icon is shown instead.
 
 Importing Events
 ================
diff --git a/src/infrastructure/internationalization/translation/PhabricatorUSEnglishTranslation.php b/src/infrastructure/internationalization/translation/PhabricatorUSEnglishTranslation.php
--- a/src/infrastructure/internationalization/translation/PhabricatorUSEnglishTranslation.php
+++ b/src/infrastructure/internationalization/translation/PhabricatorUSEnglishTranslation.php
@@ -1580,6 +1580,14 @@
         'Restart %s build?',
         'Restart %s builds?',
       ),
+
+      '%s is starting in %s minute(s), at %s.' => array(
+        array(
+          '%s is starting in one minute, at %3$s.',
+          '%s is starting in %s minutes, at %s.',
+        ),
+      ),
+
     );
   }