diff --git a/providers/neo4j/src/airflow/providers/neo4j/hooks/neo4j.py b/providers/neo4j/src/airflow/providers/neo4j/hooks/neo4j.py
index e0bb6ab52c311..7f14bd44513f2 100644
--- a/providers/neo4j/src/airflow/providers/neo4j/hooks/neo4j.py
+++ b/providers/neo4j/src/airflow/providers/neo4j/hooks/neo4j.py
@@ -81,7 +81,10 @@ def _create_driver(self, conn: Connection, encrypted: bool, uri: str) -> Driver:
         kwargs: dict[str, Any] = {}
         if parsed_uri.scheme in ["bolt", "neo4j"]:
             kwargs["encrypted"] = encrypted
-        return GraphDatabase.driver(uri, auth=(conn.login, conn.password), **kwargs)
+        auth = None
+        if conn.login is not None and conn.password is not None:
+            auth = (conn.login, conn.password)
+        return GraphDatabase.driver(uri, auth=auth, **kwargs)
 
     def get_uri(self, conn: Connection) -> str:
         """
diff --git a/providers/neo4j/tests/unit/neo4j/operators/test_neo4j.py b/providers/neo4j/tests/unit/neo4j/operators/test_neo4j.py
index dccfcb56c8210..3f9253fda925d 100644
--- a/providers/neo4j/tests/unit/neo4j/operators/test_neo4j.py
+++ b/providers/neo4j/tests/unit/neo4j/operators/test_neo4j.py
@@ -18,8 +18,8 @@
 
 from unittest import mock
 
+from airflow.providers.common.compat.lazy_compat import timezone
 from airflow.providers.neo4j.operators.neo4j import Neo4jOperator
-from airflow.utils import timezone
 
 DEFAULT_DATE = timezone.datetime(2015, 1, 1)
 DEFAULT_DATE_ISO = DEFAULT_DATE.isoformat()