diff --git a/setup.py b/setup.py
index 9f7131d..7a23523 100644
--- a/setup.py
+++ b/setup.py
@@ -10,4 +10,4 @@
     long_description="A distributed backend for LightGBM built on top of "
     "distributed computing framework Ray.",
     url="https://github.com/ray-project/lightgbm_ray",
-    install_requires=["lightgbm>=3.2.1", "xgboost_ray>=0.1.10", "packaging"])
+    install_requires=["lightgbm>=3.2.1", "xgboost_ray>=0.1.12", "packaging"])