diff --git a/.buildkite/test-amd.yaml b/.buildkite/test-amd.yaml
index 2471b509a9ff..0049f3540340 100644
--- a/.buildkite/test-amd.yaml
+++ b/.buildkite/test-amd.yaml
@@ -187,7 +187,7 @@ steps:
   - tests/distributed/test_utils
   - tests/distributed/test_pynccl
   - tests/distributed/test_events
-  - tests/compile/test_basic_correctness
+  - tests/compile/fullgraph/test_basic_correctness.py
   - examples/offline_inference/rlhf.py
   - examples/offline_inference/rlhf_colocate.py
   - tests/examples/offline_inference/data_parallel.py
@@ -215,7 +215,7 @@ steps:
   - TP_SIZE=1 DP_SIZE=4 pytest -v -s v1/distributed/test_hybrid_lb_dp.py
   - pytest -v -s v1/engine/test_engine_core_client.py::test_kv_cache_events_dp
   - pytest -v -s distributed/test_utils.py
-  - pytest -v -s compile/test_basic_correctness.py
+  - pytest -v -s compile/fullgraph/test_basic_correctness.py
   - pytest -v -s distributed/test_pynccl.py
   - pytest -v -s distributed/test_events.py
   - pytest -v -s distributed/test_symm_mem_allreduce.py
@@ -493,17 +493,12 @@ steps:
     - vllm/
     - tests/compile
   commands:
-    - pytest -v -s compile/test_pass_manager.py
-    - pytest -v -s compile/test_fusion.py
-    - pytest -v -s compile/test_fusion_attn.py
-    - pytest -v -s compile/test_functionalization.py
-    - pytest -v -s compile/test_silu_mul_quant_fusion.py
-  #  - pytest -v -s compile/test_sequence_parallelism.py
-  #  - pytest -v -s compile/test_async_tp.py
-    - pytest -v -s compile/test_fusion_all_reduce.py
-    - pytest -v -s compile/test_decorator.py
-    - pytest -v -s compile/test_noop_elimination.py
-    - pytest -v -s compile/test_aot_compile.py
+  # Run unit tests defined directly under compile/,
+  # not including subdirectories, which are usually heavier
+  # tests covered elsewhere.
+  # Use `find` to launch multiple instances of pytest so that
+  # they do not suffer from https://github.com/vllm-project/vllm/issues/28965
+  - "find compile/ -maxdepth 1 -name 'test_*.py' -exec pytest -s -v {} \\\\;"
 
 - label: PyTorch Fullgraph Smoke Test # 15min
   timeout_in_minutes: 30
@@ -515,9 +510,11 @@ steps:
   - vllm/
   - tests/compile
   commands:
-  - pytest -v -s compile/test_basic_correctness.py
-  - pytest -v -s compile/test_multimodal_compile.py
-  - pytest -v -s compile/piecewise/
+  # Run smoke tests under fullgraph directory, except test_full_graph.py
+  # as it is a heavy test that is covered in other steps.
+  # Use `find` to launch multiple instances of pytest so that
+  # they do not suffer from https://github.com/vllm-project/vllm/issues/28965
+  - "find compile/fullgraph/ -name 'test_*.py' -not -name 'test_full_graph.py' -exec pytest -s -v {} \\\\;"
 
 - label: PyTorch Fullgraph Test # 27min
   timeout_in_minutes: 40
@@ -529,10 +526,10 @@ steps:
   - vllm/
   - tests/compile
   commands:
-  - pytest -v -s compile/test_full_graph.py -k 'not test_fp8_kv_scale_compile'
+  - pytest -v -s compile/fullgraph/test_full_graph.py -k 'not test_fp8_kv_scale_compile'
     # Limit to no custom ops to reduce running time
     # Wrap with quotes to escape yaml and avoid starting -k string with a -
-  - "pytest -v -s compile/test_fusions_e2e.py -k 'TRITON and -quant_fp8'"
+  - "pytest -v -s compile/distributed/test_fusions_e2e.py -k 'TRITON and -quant_fp8'"
 
 - label: Cudagraph test
   timeout_in_minutes: 20
@@ -1066,10 +1063,10 @@ steps:
     - pytest -v -s tests/compile/test_fusion_attn.py
     - pytest -v -s tests/compile/test_silu_mul_quant_fusion.py
     # this runner has 2 GPUs available even though num_gpus=2 is not set
-    - pytest -v -s tests/compile/test_fusion_all_reduce.py
+    - pytest -v -s tests/compile/distributed/test_fusion_all_reduce.py
     # Limit to Inductor partition, no custom ops, and allreduce & attn fusion to reduce running time
     # Wrap with quotes to escape yaml
-    - "pytest -v -s tests/compile/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm -k 'True and Llama-3.1 and -quant_fp8 and -rms_norm'"
+    - "pytest -v -s tests/compile/distributed/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm -k 'True and Llama-3.1 and -quant_fp8 and -rms_norm'"
 
 - label: Blackwell Fusion E2E Tests # 30 min
   timeout_in_minutes: 40
@@ -1086,14 +1083,14 @@ steps:
   - vllm/model_executor/layers/layernorm.py
   - vllm/model_executor/layers/activation.py
   - vllm/model_executor/layers/quantization/input_quant_fp8.py
-  - tests/compile/test_fusions_e2e.py
-  - tests/compile/test_full_graph.py
+  - tests/compile/distributed/test_fusions_e2e.py
+  - tests/compile/fullgraph/test_full_graph.py
   commands:
     - nvidia-smi
     # Run all e2e fusion tests
-    - pytest -v -s tests/compile/test_fusions_e2e.py
+    - pytest -v -s tests/compile/distributed/test_fusions_e2e.py
     # test_fp8_kv_scale_compile requires FlashAttention (not supported on default L4/L40)
-    - pytest -v -s tests/compile/test_full_graph.py::test_fp8_kv_scale_compile
+    - pytest -v -s tests/compile/fullgraph/test_full_graph.py::test_fp8_kv_scale_compile
 
 - label: ROCm GPT-OSS Eval
   timeout_in_minutes: 60
@@ -1198,7 +1195,7 @@ steps:
   - vllm/worker/worker_base.py
   - vllm/v1/engine/
   - vllm/v1/worker/
-  - tests/compile/test_basic_correctness.py
+  - tests/compile/fullgraph/test_basic_correctness.py
   - tests/compile/test_wrapper.py
   - tests/distributed/
   - tests/entrypoints/llm/test_collective_rpc.py
@@ -1211,7 +1208,7 @@ steps:
   - TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
   - DP_SIZE=2 pytest -v -s v1/entrypoints/openai/test_multi_api_servers.py
   - pytest -v -s entrypoints/llm/test_collective_rpc.py
-  - pytest -v -s ./compile/test_basic_correctness.py
+  - pytest -v -s ./compile/fullgraph/test_basic_correctness.py
   - pytest -v -s ./compile/test_wrapper.py
   - VLLM_TEST_SAME_HOST=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
   - VLLM_TEST_SAME_HOST=1 VLLM_TEST_WITH_DEFAULT_DEVICE_SET=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
@@ -1417,10 +1414,10 @@ steps:
   working_dir: "/vllm-workspace/"
   num_gpus: 2
   commands:
-    - pytest -v -s tests/compile/test_async_tp.py
-    - pytest -v -s tests/compile/test_sequence_parallelism.py
-    - pytest -v -s tests/compile/test_fusion_all_reduce.py
-    - pytest -v -s tests/compile/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm
+    - pytest -v -s tests/compile/distributed/test_async_tp.py
+    - pytest -v -s tests/compile/distributed/test_sequence_parallelism.py
+    - pytest -v -s tests/compile/distributed/test_fusion_all_reduce.py
+    - pytest -v -s tests/compile/distributed/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm
     - pytest -v -s tests/distributed/test_context_parallel.py
     - CUDA_VISIBLE_DEVICES=1,2 VLLM_ALL2ALL_BACKEND=deepep_high_throughput VLLM_USE_DEEP_GEMM=1 VLLM_LOGGING_LEVEL=DEBUG python3 examples/offline_inference/data_parallel.py --model Qwen/Qwen1.5-MoE-A2.7B --tp-size=1  --dp-size=2 --max-model-len 2048
     - pytest -v -s tests/v1/distributed/test_dbo.py
diff --git a/.buildkite/test-pipeline.yaml b/.buildkite/test-pipeline.yaml
index 4ac76aba67b9..e62cd60efaec 100644
--- a/.buildkite/test-pipeline.yaml
+++ b/.buildkite/test-pipeline.yaml
@@ -167,7 +167,7 @@ steps:
   - tests/distributed/test_utils
   - tests/distributed/test_pynccl
   - tests/distributed/test_events
-  - tests/compile/test_basic_correctness
+  - tests/compile/fullgraph/test_basic_correctness.py
   - examples/offline_inference/rlhf.py
   - examples/offline_inference/rlhf_colocate.py
   - tests/examples/offline_inference/data_parallel.py
@@ -197,7 +197,7 @@ steps:
   - TP_SIZE=1 DP_SIZE=4 pytest -v -s v1/distributed/test_hybrid_lb_dp.py
   - pytest -v -s v1/engine/test_engine_core_client.py::test_kv_cache_events_dp
   - pytest -v -s distributed/test_utils.py
-  - pytest -v -s compile/test_basic_correctness.py
+  - pytest -v -s compile/fullgraph/test_basic_correctness.py
   - pytest -v -s distributed/test_pynccl.py
   - pytest -v -s distributed/test_events.py
   - pytest -v -s distributed/test_symm_mem_allreduce.py
@@ -445,18 +445,12 @@ steps:
     - vllm/
     - tests/compile
   commands:
-    - pytest -v -s compile/test_graph_partition.py
-    - pytest -v -s compile/test_config.py
-    - pytest -v -s compile/test_pass_manager.py
-    - pytest -v -s compile/test_fusion.py
-    - pytest -v -s compile/test_fusion_attn.py
-    - pytest -v -s compile/test_functionalization.py
-    - pytest -v -s compile/test_silu_mul_quant_fusion.py
-    - pytest -v -s compile/test_fusion_all_reduce.py
-    - pytest -v -s compile/test_decorator.py
-    - pytest -v -s compile/test_noop_elimination.py
-    - pytest -v -s compile/test_aot_compile.py
-    - pytest -v -s compile/test_qk_norm_rope_fusion.py
+  # Run unit tests defined directly under compile/,
+  # not including subdirectories, which are usually heavier
+  # tests covered elsewhere.
+  # Use `find` to launch multiple instances of pytest so that
+  # they do not suffer from https://github.com/vllm-project/vllm/issues/28965
+  - "find compile/ -maxdepth 1 -name 'test_*.py' -exec pytest -s -v {} \\\\;"
 
 - label: PyTorch Fullgraph Smoke Test # 15min
   timeout_in_minutes: 30
@@ -466,9 +460,11 @@ steps:
   - vllm/
   - tests/compile
   commands:
-  - pytest -v -s compile/test_basic_correctness.py
-  - pytest -v -s compile/test_multimodal_compile.py
-  - pytest -v -s compile/piecewise/
+  # Run smoke tests under fullgraph directory, except test_full_graph.py
+  # as it is a heavy test that is covered in other steps.
+  # Use `find` to launch multiple instances of pytest so that
+  # they do not suffer from https://github.com/vllm-project/vllm/issues/28965
+  - "find compile/fullgraph/ -name 'test_*.py' -not -name 'test_full_graph.py' -exec pytest -s -v {} \\\\;"
 
 - label: PyTorch Fullgraph Test # 27min
   timeout_in_minutes: 40
@@ -479,10 +475,10 @@ steps:
   - tests/compile
   commands:
     # fp8 kv scales not supported on sm89, tested on Blackwell instead
-  - pytest -v -s compile/test_full_graph.py -k 'not test_fp8_kv_scale_compile'
+  - pytest -v -s compile/fullgraph/test_full_graph.py -k 'not test_fp8_kv_scale_compile'
     # Limit to no custom ops to reduce running time
     # Wrap with quotes to escape yaml and avoid starting -k string with a -
-  - "pytest -v -s compile/test_fusions_e2e.py -k 'TRITON and not +quant_fp8 and not Llama-4'"
+  - "pytest -v -s compile/distributed/test_fusions_e2e.py -k 'TRITON and not +quant_fp8 and not Llama-4'"
 
 - label: Cudagraph test
   timeout_in_minutes: 20
@@ -939,17 +935,22 @@ steps:
   - vllm/model_executor/layers/layernorm.py
   - vllm/model_executor/layers/activation.py
   - vllm/model_executor/layers/quantization/input_quant_fp8.py
+  - tests/compile/test_fusion_attn.py
+  - tests/compile/test_silu_mul_quant_fusion.py
+  - tests/compile/distributed/test_fusion_all_reduce.py
+  - tests/compile/distributed/test_fusions_e2e.py
+  - tests/compile/fullgraph/test_full_graph.py
   commands:
     - nvidia-smi
     - pytest -v -s tests/compile/test_fusion_attn.py
     - pytest -v -s tests/compile/test_silu_mul_quant_fusion.py
     # this runner has 2 GPUs available even though num_gpus=2 is not set
-    - pytest -v -s tests/compile/test_fusion_all_reduce.py
+    - pytest -v -s tests/compile/distributed/test_fusion_all_reduce.py
     # Limit to Inductor partition, no custom ops, and allreduce & attn fusion to reduce running time
     # Wrap with quotes to escape yaml
-    - "pytest -v -s tests/compile/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm -k 'True and not +quant_fp8 and not +rms_norm'"
+    - "pytest -v -s tests/compile/distributed/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm -k 'True and not +quant_fp8 and not +rms_norm'"
     # test_fp8_kv_scale_compile requires FlashAttention (not supported on default L4/L40)
-    - pytest -v -s tests/compile/test_full_graph.py::test_fp8_kv_scale_compile
+    - pytest -v -s tests/compile/fullgraph/test_full_graph.py::test_fp8_kv_scale_compile
 
 - label: Blackwell Fusion E2E Tests # 30 min
   timeout_in_minutes: 40
@@ -966,12 +967,11 @@ steps:
   - vllm/model_executor/layers/layernorm.py
   - vllm/model_executor/layers/activation.py
   - vllm/model_executor/layers/quantization/input_quant_fp8.py
-  - tests/compile/test_fusions_e2e.py
-  - tests/compile/test_full_graph.py
+  - tests/compile/distributed/test_fusions_e2e.py
   commands:
     - nvidia-smi
     # Run all e2e fusion tests
-    - pytest -v -s tests/compile/test_fusions_e2e.py
+    - pytest -v -s tests/compile/distributed/test_fusions_e2e.py
 
 - label: Blackwell GPT-OSS Eval
   timeout_in_minutes: 60
@@ -1069,7 +1069,7 @@ steps:
   - vllm/worker/worker_base.py
   - vllm/v1/engine/
   - vllm/v1/worker/
-  - tests/compile/test_basic_correctness.py
+  - tests/compile/fullgraph/test_basic_correctness.py
   - tests/compile/test_wrapper.py
   - tests/distributed/
   - tests/entrypoints/llm/test_collective_rpc.py
@@ -1084,7 +1084,7 @@ steps:
   - TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
   - DP_SIZE=2 pytest -v -s v1/entrypoints/openai/test_multi_api_servers.py
   - pytest -v -s entrypoints/llm/test_collective_rpc.py
-  - pytest -v -s ./compile/test_basic_correctness.py
+  - pytest -v -s ./compile/fullgraph/test_basic_correctness.py
   - pytest -v -s ./compile/test_wrapper.py
   - VLLM_TEST_SAME_HOST=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
   - VLLM_TEST_SAME_HOST=1 VLLM_TEST_WITH_DEFAULT_DEVICE_SET=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
@@ -1264,10 +1264,10 @@ steps:
   working_dir: "/vllm-workspace/"
   num_gpus: 2
   commands:
-    - pytest -v -s tests/compile/test_async_tp.py
-    - pytest -v -s tests/compile/test_sequence_parallelism.py
-    - pytest -v -s tests/compile/test_fusion_all_reduce.py
-    - "pytest -v -s tests/compile/test_fusions_e2e.py -k 'not Llama-4'"
+    - pytest -v -s tests/compile/distributed/test_async_tp.py
+    - pytest -v -s tests/compile/distributed/test_sequence_parallelism.py
+    - pytest -v -s tests/compile/distributed/test_fusion_all_reduce.py
+    - "pytest -v -s tests/compile/distributed/test_fusions_e2e.py -k 'not Llama-4'"
     - pytest -v -s tests/distributed/test_sequence_parallel.py
     - pytest -v -s tests/distributed/test_context_parallel.py
     - CUDA_VISIBLE_DEVICES=1,2 VLLM_ALL2ALL_BACKEND=deepep_high_throughput VLLM_USE_DEEP_GEMM=1 VLLM_LOGGING_LEVEL=DEBUG python3 examples/offline_inference/data_parallel.py --model Qwen/Qwen1.5-MoE-A2.7B --tp-size=1  --dp-size=2 --max-model-len 2048
diff --git a/tests/compile/README.md b/tests/compile/README.md
new file mode 100644
index 000000000000..300a95686000
--- /dev/null
+++ b/tests/compile/README.md
@@ -0,0 +1,5 @@
+# compile test folder structure
+
+- `compile/test_*.py` : various unit tests meant for testing particular code path/features. Future tests are most likely added here. New test files added here will be included in CI automatically
+- `compile/fullgraph/` : full model tests, including all tests previously in compile/piecewise. These tests do not target particular features. New test files added here will be included in CI automatically
+- `compile/distributed/` : tests that require multiple GPUs. New test files added here will **NOT** be included in CI automatically as these tests generally need to be manually configured to run in runners with particular number/type of GPUs.
diff --git a/tests/compile/piecewise/__init__.py b/tests/compile/distributed/__init__.py
similarity index 100%
rename from tests/compile/piecewise/__init__.py
rename to tests/compile/distributed/__init__.py
diff --git a/tests/compile/test_async_tp.py b/tests/compile/distributed/test_async_tp.py
similarity index 99%
rename from tests/compile/test_async_tp.py
rename to tests/compile/distributed/test_async_tp.py
index 71ee22878143..86d409f1eadb 100644
--- a/tests/compile/test_async_tp.py
+++ b/tests/compile/distributed/test_async_tp.py
@@ -27,13 +27,13 @@ from vllm.distributed.parallel_state import (
 from vllm.platforms import current_platform
 from vllm.utils.system_utils import update_environment_variables
 
-from ..models.registry import HF_EXAMPLE_MODELS
-from ..utils import (
+from ...models.registry import HF_EXAMPLE_MODELS
+from ...utils import (
     compare_two_settings,
     create_new_process_for_each_test,
     multi_gpu_test,
 )
-from .backend import TestBackend
+from ..backend import TestBackend
 
 FP8_DTYPE = current_platform.fp8_dtype()
 
diff --git a/tests/compile/test_fusion_all_reduce.py b/tests/compile/distributed/test_fusion_all_reduce.py
similarity index 99%
rename from tests/compile/test_fusion_all_reduce.py
rename to tests/compile/distributed/test_fusion_all_reduce.py
index 6d0a0ed7d89d..d401d5703275 100644
--- a/tests/compile/test_fusion_all_reduce.py
+++ b/tests/compile/distributed/test_fusion_all_reduce.py
@@ -33,8 +33,8 @@ from vllm.model_executor.layers.quantization.utils.w8a8_utils import (
 from vllm.platforms import current_platform
 from vllm.utils.system_utils import update_environment_variables
 
-from ..utils import has_module_attribute, multi_gpu_test
-from .backend import TestBackend
+from ...utils import has_module_attribute, multi_gpu_test
+from ..backend import TestBackend
 
 
 class TestAllReduceRMSNormModel(torch.nn.Module):
diff --git a/tests/compile/test_fusions_e2e.py b/tests/compile/distributed/test_fusions_e2e.py
similarity index 99%
rename from tests/compile/test_fusions_e2e.py
rename to tests/compile/distributed/test_fusions_e2e.py
index f22d60ef000b..2e1b595a4389 100644
--- a/tests/compile/test_fusions_e2e.py
+++ b/tests/compile/distributed/test_fusions_e2e.py
@@ -18,7 +18,7 @@ from vllm.platforms import current_platform
 from vllm.utils.flashinfer import has_flashinfer
 from vllm.utils.torch_utils import is_torch_equal_or_newer
 
-from ..utils import flat_product, multi_gpu_test
+from ...utils import flat_product, multi_gpu_test
 
 is_blackwell = lambda: current_platform.is_device_capability(100)
 """Are we running on Blackwell, a lot of tests depend on it"""
diff --git a/tests/compile/test_sequence_parallelism.py b/tests/compile/distributed/test_sequence_parallelism.py
similarity index 99%
rename from tests/compile/test_sequence_parallelism.py
rename to tests/compile/distributed/test_sequence_parallelism.py
index 9cd7f64b04af..30084dfd5a95 100644
--- a/tests/compile/test_sequence_parallelism.py
+++ b/tests/compile/distributed/test_sequence_parallelism.py
@@ -32,8 +32,8 @@ from vllm.model_executor.layers.quantization.utils.w8a8_utils import Fp8LinearOp
 from vllm.platforms import current_platform
 from vllm.utils.system_utils import update_environment_variables
 
-from ..utils import multi_gpu_test
-from .backend import TestBackend
+from ...utils import multi_gpu_test
+from ..backend import TestBackend
 
 FP8_DTYPE = current_platform.fp8_dtype()
 prompts = [
diff --git a/tests/compile/fullgraph/__init__.py b/tests/compile/fullgraph/__init__.py
new file mode 100644
index 000000000000..e69de29bb2d1
diff --git a/tests/compile/test_basic_correctness.py b/tests/compile/fullgraph/test_basic_correctness.py
similarity index 99%
rename from tests/compile/test_basic_correctness.py
rename to tests/compile/fullgraph/test_basic_correctness.py
index 3f6898607f6b..965938c4433d 100644
--- a/tests/compile/test_basic_correctness.py
+++ b/tests/compile/fullgraph/test_basic_correctness.py
@@ -7,7 +7,7 @@ import pytest
 from vllm.config import CompilationMode
 from vllm.utils.torch_utils import cuda_device_count_stateless
 
-from ..utils import compare_all_settings
+from ...utils import compare_all_settings
 
 
 @dataclasses.dataclass
diff --git a/tests/compile/piecewise/test_full_cudagraph.py b/tests/compile/fullgraph/test_full_cudagraph.py
similarity index 100%
rename from tests/compile/piecewise/test_full_cudagraph.py
rename to tests/compile/fullgraph/test_full_cudagraph.py
diff --git a/tests/compile/test_full_graph.py b/tests/compile/fullgraph/test_full_graph.py
similarity index 99%
rename from tests/compile/test_full_graph.py
rename to tests/compile/fullgraph/test_full_graph.py
index b4e5e56ac9fe..2c11ecef7f02 100644
--- a/tests/compile/test_full_graph.py
+++ b/tests/compile/fullgraph/test_full_graph.py
@@ -15,7 +15,7 @@ from vllm.config import CompilationConfig, CompilationMode, CUDAGraphMode, PassC
 from vllm.platforms import current_platform
 from vllm.utils.torch_utils import is_torch_equal_or_newer
 
-from ..utils import create_new_process_for_each_test
+from ...utils import create_new_process_for_each_test
 
 
 def models_list(*, all: bool = True, keywords: list[str] | None = None):
diff --git a/tests/compile/test_multimodal_compile.py b/tests/compile/fullgraph/test_multimodal_compile.py
similarity index 100%
rename from tests/compile/test_multimodal_compile.py
rename to tests/compile/fullgraph/test_multimodal_compile.py
diff --git a/tests/compile/piecewise/test_multiple_graphs.py b/tests/compile/fullgraph/test_multiple_graphs.py
similarity index 100%
rename from tests/compile/piecewise/test_multiple_graphs.py
rename to tests/compile/fullgraph/test_multiple_graphs.py
diff --git a/tests/compile/piecewise/test_simple.py b/tests/compile/fullgraph/test_simple.py
similarity index 100%
rename from tests/compile/piecewise/test_simple.py
rename to tests/compile/fullgraph/test_simple.py
diff --git a/tests/compile/piecewise/test_toy_llama.py b/tests/compile/fullgraph/test_toy_llama.py
similarity index 100%
rename from tests/compile/piecewise/test_toy_llama.py
rename to tests/compile/fullgraph/test_toy_llama.py
diff --git a/vllm/env_override.py b/vllm/env_override.py
index 14dae2850c35..9ae1af3af46c 100644
--- a/vllm/env_override.py
+++ b/vllm/env_override.py
@@ -95,7 +95,7 @@ def memory_plan_reuse_patched(self):
 # ===================================================
 # This change monkeypatches get_graph_partition_signature in pytorch 2.9.0 to
 # fix inductor partition + attention-nvfp4 quant fusion, tested in
-# `tests/compile/test_fusions_e2e.py::test_attn_quant`.
+# `tests/compile/distributed/test_fusions_e2e.py::test_attn_quant`.
 # For more context, see https://github.com/pytorch/pytorch/pull/165815.