diff --git a/src/data/papers.json b/src/data/papers.json
index 2e90df9..6666193 100644
--- a/src/data/papers.json
+++ b/src/data/papers.json
@@ -98,5 +98,13 @@
   {
     "arxivid": "1709.04071",
     "github": "yuyuz/MetaQA"
+  },
+  {
+    "arxivid": "2412.16311",
+    "github": ""
+  },
+  {
+    "arxivid": "2410.19494",
+    "github": ""
   }
 ]
\ No newline at end of file