diff --git a/conda/environments/all_cuda-129_arch-aarch64.yaml b/conda/environments/all_cuda-129_arch-aarch64.yaml
index 165ea9a27e..b5aa8f66d4 100644
--- a/conda/environments/all_cuda-129_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-129_arch-aarch64.yaml
@@ -84,7 +84,7 @@ dependencies:
 - sphinx-markdown-tables
 - statsmodels
 - sysroot_linux-aarch64==2.28
-- treelite>=4.7.0,<5.0.0
+- treelite>=4.7.1,<5.0.0
 - umap-learn>=0.5.7,<0.5.13
 - xgboost>=3.3.0
 - pip:
diff --git a/conda/environments/all_cuda-129_arch-x86_64.yaml b/conda/environments/all_cuda-129_arch-x86_64.yaml
index f0918b00e3..c343de841b 100644
--- a/conda/environments/all_cuda-129_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-129_arch-x86_64.yaml
@@ -83,7 +83,7 @@ dependencies:
 - sphinx-markdown-tables
 - statsmodels
 - sysroot_linux-64==2.28
-- treelite>=4.7.0,<5.0.0
+- treelite>=4.7.1,<5.0.0
 - umap-learn>=0.5.7,<0.5.13
 - xgboost>=3.3.0
 - pip:
diff --git a/conda/environments/all_cuda-133_arch-aarch64.yaml b/conda/environments/all_cuda-133_arch-aarch64.yaml
index da5fe87f62..f47d4a7348 100644
--- a/conda/environments/all_cuda-133_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-133_arch-aarch64.yaml
@@ -84,7 +84,7 @@ dependencies:
 - sphinx-markdown-tables
 - statsmodels
 - sysroot_linux-aarch64==2.28
-- treelite>=4.7.0,<5.0.0
+- treelite>=4.7.1,<5.0.0
 - umap-learn>=0.5.7,<0.5.13
 - xgboost>=3.3.0
 - pip:
diff --git a/conda/environments/all_cuda-133_arch-x86_64.yaml b/conda/environments/all_cuda-133_arch-x86_64.yaml
index 28e7dba306..ca3b7d2086 100644
--- a/conda/environments/all_cuda-133_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-133_arch-x86_64.yaml
@@ -83,7 +83,7 @@ dependencies:
 - sphinx-markdown-tables
 - statsmodels
 - sysroot_linux-64==2.28
-- treelite>=4.7.0,<5.0.0
+- treelite>=4.7.1,<5.0.0
 - umap-learn>=0.5.7,<0.5.13
 - xgboost>=3.3.0
 - pip:
diff --git a/conda/recipes/cuml/conda_build_config.yaml b/conda/recipes/cuml/conda_build_config.yaml
index 0b101ca8fd..2a0c083cfd 100644
--- a/conda/recipes/cuml/conda_build_config.yaml
+++ b/conda/recipes/cuml/conda_build_config.yaml
@@ -17,4 +17,4 @@ c_stdlib_version:
   - "=2.28"
 
 treelite_version:
-  - ">=4.7.0,<5.0.0"
+  - ">=4.7.1,<5.0.0"
diff --git a/conda/recipes/libcuml/conda_build_config.yaml b/conda/recipes/libcuml/conda_build_config.yaml
index 5780e54c99..fc7436dcad 100644
--- a/conda/recipes/libcuml/conda_build_config.yaml
+++ b/conda/recipes/libcuml/conda_build_config.yaml
@@ -17,4 +17,4 @@ cmake_version:
   - ">=4.0"
 
 treelite_version:
-  - ">=4.7.0,<5.0.0"
+  - ">=4.7.1,<5.0.0"
diff --git a/cpp/cmake/thirdparty/get_treelite.cmake b/cpp/cmake/thirdparty/get_treelite.cmake
index 37727e2d4e..5e337c8735 100644
--- a/cpp/cmake/thirdparty/get_treelite.cmake
+++ b/cpp/cmake/thirdparty/get_treelite.cmake
@@ -1,6 +1,6 @@
 #=============================================================================
 # cmake-format: off
-# SPDX-FileCopyrightText: Copyright (c) 2021-2026, NVIDIA CORPORATION.
+# SPDX-FileCopyrightText: Copyright (c) 2021-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 # cmake-format: on
 #=============================================================================
@@ -70,7 +70,7 @@ function(find_and_configure_treelite)
     rapids_export_find_package_root(BUILD Treelite [=[${CMAKE_CURRENT_LIST_DIR}]=] EXPORT_SET cuml-exports)
 endfunction()
 
-find_and_configure_treelite(VERSION     4.7.0
-                        PINNED_TAG  74b25ecedb964ccac37d034860cc5c1224e73e91
+find_and_configure_treelite(VERSION     4.7.1
+                        PINNED_TAG  3a44165f6c172d24a884591c544d9557b35c778e
                         EXCLUDE_FROM_ALL  ${CUML_EXCLUDE_TREELITE_FROM_ALL}
                         BUILD_STATIC_LIBS ${CUML_USE_TREELITE_STATIC})
diff --git a/dependencies.yaml b/dependencies.yaml
index 30911ade9c..aaae184c9e 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -351,7 +351,7 @@ dependencies:
         packages:
           # skipping Cython 3.2.7 because of https://github.com/cython/cython/issues/7781
           - &cython cython>=3.2.2,!=3.2.7
-          - &treelite treelite>=4.7.0,<5.0.0
+          - &treelite treelite>=4.7.1,<5.0.0
   py_run_cuml:
     common:
       - output_types: [conda, requirements, pyproject]
diff --git a/python/cuml/pyproject.toml b/python/cuml/pyproject.toml
index 7d68bbee50..5ec4b201fb 100644
--- a/python/cuml/pyproject.toml
+++ b/python/cuml/pyproject.toml
@@ -102,7 +102,7 @@ dependencies = [
     "rmm==26.10.*,>=0.0.0a0",
     "scikit-learn>=1.6",
     "scipy>=1.14.0",
-    "treelite>=4.7.0,<5.0.0",
+    "treelite>=4.7.1,<5.0.0",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 classifiers = [
     "Intended Audience :: Developers",
@@ -202,7 +202,7 @@ requires = [
     "nvforest==26.10.*,>=0.0.0a0",
     "pylibraft==26.10.*,>=0.0.0a0",
     "rmm==26.10.*,>=0.0.0a0",
-    "treelite>=4.7.0,<5.0.0",
+    "treelite>=4.7.1,<5.0.0",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 
 [tool.scikit-build]