diff --git a/youtube_dl/extractor/iqiyi.py b/youtube_dl/extractor/iqiyi.py
index cd11aa70f..cf0ac8de2 100644
--- a/youtube_dl/extractor/iqiyi.py
+++ b/youtube_dl/extractor/iqiyi.py
@@ -19,6 +19,7 @@ from ..utils import (
     ExtractorError,
     ohdave_rsa_encrypt,
     remove_start,
+    extract_attributes,
 )
 
 
@@ -306,10 +307,14 @@ class IqiyiIE(InfoExtractor):
     def _extract_playlist(self, webpage):
         PAGE_SIZE = 50
 
-        links = re.findall(
-            r'<a[^>]+class="site-piclist_pic_link"[^>]+href="(http://www\.iqiyi\.com/.+\.html)"',
-            webpage)
-        if not links:
+        links = []
+        for link in re.findall(r'<a[^>]+class="[^"]*site-piclist_pic_link[^"]*"[^>]*>', webpage):
+            attribs = extract_attributes(link)
+            # It must be a valid url, and links on the playlist page have NO title-Attribute in them
+            # (links to other videos on the video page have, so beware of that!)
+            if attribs['href'].startswith('http') and 'title' not in attribs:
+                links.append(attribs['href'])
+        if len(links) == 0:
             return
 
         album_id = self._search_regex(
@@ -328,10 +333,13 @@ class IqiyiIE(InfoExtractor):
                 errnote='Failed to download playlist page %d' % page_num)
             pagelist = self._parse_json(
                 remove_start(pagelist_page, 'var tvInfoJs='), album_id)
-            vlist = pagelist['data']['vlist']
-            for item in vlist:
-                entries.append(self.url_result(item['vurl']))
-            if len(vlist) < PAGE_SIZE:
+            if 'data' in pagelist:
+                vlist = pagelist['data']['vlist']
+                for item in vlist:
+                    entries.append(self.url_result(item['vurl']))
+                if len(vlist) < PAGE_SIZE:
+                    break
+            else:
                 break
 
         return self.playlist_result(entries, album_id, album_title)