diff --git a/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.cc b/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.cc
index 2a87f4f5..5462d0a6 100644
--- a/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.cc
+++ b/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.cc
@@ -17,6 +17,7 @@
 
 #include <sys/types.h>
 
+#include <cstdint>
 #include <deque>
 #include <string>
 #include <utility>
@@ -27,6 +28,7 @@
 #include "absl/functional/any_invocable.h"
 #include "absl/status/status.h"
 #include "absl/status/statusor.h"
+#include "absl/strings/match.h"
 #include "absl/strings/str_cat.h"
 #include "absl/strings/str_format.h"
 #include "absl/strings/str_join.h"
@@ -60,6 +62,7 @@ constexpr absl::string_view kGetTupleElementIndex = "get_tuple_element_index";
 constexpr absl::string_view kUsers = "users";
 constexpr absl::string_view kOperands = "operands";
 constexpr absl::string_view kLiteral = "literal";
+constexpr absl::string_view kHide = "hide_node";
 
 constexpr int kMaxUsersToRender = 16;
 
@@ -67,6 +70,49 @@ constexpr int kMaxUsersToRender = 16;
 using OutputEdges =
     absl::flat_hash_map<std::string, std::vector<const xla::HloInstruction*>>;
 
+// Detect if an instruction is an AsyncCollectiveFusion parameter that is
+// implementation details.
+bool IsAcfPrameter(const xla::HloInstruction* instruction) {
+  // Parameter is fused
+  if (instruction->opcode() != xla::HloOpcode::kParameter ||
+      !instruction->IsFused())
+    return false;
+
+  // Parameter piped through and is only consumed by 1 user
+  // Parameter 0 consumed by both root and all-gather will always persist.
+  if (instruction->user_count() != 1) return false;
+
+  const xla::HloComputation* parent_computation = instruction->parent();
+  int64_t parameter_number = instruction->parameter_number();
+  xla::HloInstruction* fusion_instruction =
+      parent_computation->FusionInstruction();
+  const xla::HloInstruction* parameterOperand =
+      fusion_instruction->operand(parameter_number);
+  // Operand is get-tuple-element
+  if (parameterOperand->opcode() != xla::HloOpcode::kGetTupleElement) {
+    return false;
+  }
+  constexpr absl::string_view kAcfComputationName = "async_collective_fusion";
+  constexpr absl::string_view kAcsInstructionName = "async-collective-start";
+  constexpr absl::string_view kAcdInstructionName = "async-collective-done";
+
+  const xla::HloInstruction* gteOperand = parameterOperand->operand(0);
+  // Parameter is fused into AsyncCollectiveFusion, operand is gte from
+  // AsyncCollectiveStart and user is the root node of ACF
+  if (absl::StartsWith(parent_computation->name(), kAcfComputationName)) {
+    return absl::StartsWith(gteOperand->name(), kAcsInstructionName) &&
+           instruction->users()[0] == parent_computation->root_instruction();
+  } else if (absl::StartsWith(fusion_instruction->name(),
+                              kAcdInstructionName)) {
+    // Parameter is fused into AsyncCollectiveDone, mapped from Params in
+    // AsyncCollectiveFusion - operand is gte from ACF
+    return absl::StartsWith(
+        gteOperand->fused_instructions_computation()->name(),
+        kAcfComputationName);
+  }
+  return false;
+}
+
 // Recursively include all instructions in the nested computations.
 void RecursiveIncludeNestedComputations(
     const xla::HloInstruction* instruction,
@@ -311,6 +357,12 @@ void SetInstructionNodeAttributes(const xla::HloInstruction* instruction,
       xla::Cast<xla::HloConstantInstruction>(instruction)->HasLiteral()) {
     builder.AppendNodeAttribute(kLiteral, instruction->literal().ToString());
   }
+
+  if (options.hide_async_collective_fusion_parameter) {
+    if (IsAcfPrameter(instruction)) {
+      builder.AppendNodeAttribute(kHide, "1");
+    }
+  }
 }
 
 absl::Status BuildHloInstructionNode(
diff --git a/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.h b/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.h
index 33c14c4d..0f3ae7aa 100644
--- a/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.h
+++ b/src/builtin-adapter/hlo_adapter/direct_hlo_to_json_graph_convert.h
@@ -36,6 +36,10 @@ struct HloAdapterOption {
   //   "ROOT of fusion.0" -> "Parameter 0 of fusion.1, tuple element 1 of
   //   fusion.1".
   bool get_tuple_element_folding = true;
+  // If a parameter node has input to async-collective-start and output to
+  // async-collective-done, mark it as implementation details and hide
+  // on visualization.
+  bool hide_async_collective_fusion_parameter = true;
 };
 
 // Gets the instruction id.