diff --git a/mlir/lib/Analysis/DataFlow/LivenessAnalysis.cpp b/mlir/lib/Analysis/DataFlow/LivenessAnalysis.cpp
index d705d8d4c7819..20be50c8e8a5b 100644
--- a/mlir/lib/Analysis/DataFlow/LivenessAnalysis.cpp
+++ b/mlir/lib/Analysis/DataFlow/LivenessAnalysis.cpp
@@ -137,7 +137,8 @@ void LivenessAnalysis::visitBranchOperand(OpOperand &operand) {
   // Populating such blocks in `blocks`.
   bool mayLive = false;
   SmallVector<Block *, 4> blocks;
-  if (isa<RegionBranchOpInterface>(op)) {
+  SmallVector<BlockArgument> argumentNotOperand;
+  if (auto regionBranchOp = dyn_cast<RegionBranchOpInterface>(op)) {
     if (op->getNumResults() != 0) {
       // This mark value of type 1.c liveness as may live, because the region
       // branch operation has a return value, and the non-forwarded operand can
@@ -165,6 +166,25 @@ void LivenessAnalysis::visitBranchOperand(OpOperand &operand) {
           blocks.push_back(&block);
       }
     }
+
+    // In the block of the successor block argument of RegionBranchOpInterface,
+    // there may be arguments of RegionBranchOpInterface, such as the IV of
+    // scf.forOp. Explicitly set this argument to live.
+    for (Region &region : op->getRegions()) {
+      SmallVector<RegionSuccessor> successors;
+      regionBranchOp.getSuccessorRegions(region, successors);
+      for (RegionSuccessor successor : successors) {
+        if (successor.isParent())
+          continue;
+        auto arguments = successor.getSuccessor()->getArguments();
+        ValueRange regionInputs = successor.getSuccessorInputs();
+        for (auto argument : arguments) {
+          if (llvm::find(regionInputs, argument) == regionInputs.end()) {
+            argumentNotOperand.push_back(argument);
+          }
+        }
+      }
+    }
   } else if (isa<BranchOpInterface>(op)) {
     // We cannot track all successor blocks of the branch operation(More
     // specifically, it's the successor's successor). Additionally, different
@@ -224,6 +244,15 @@ void LivenessAnalysis::visitBranchOperand(OpOperand &operand) {
     Liveness *operandLiveness = getLatticeElement(operand.get());
     LDBG() << "Marking branch operand live: " << operand.get();
     propagateIfChanged(operandLiveness, operandLiveness->markLive());
+    for (BlockArgument argument : argumentNotOperand) {
+      Liveness *argumentLiveness = getLatticeElement(argument);
+      LDBG() << "Marking RegionBranchOp's argument live: " << argument;
+      // TODO: this is overly conservative: we should be able to eliminate
+      // unused values in a RegionBranchOpInterface operation but that may
+      // requires removing operation results which is beyond current
+      // capabilities of this pass right now.
+      propagateIfChanged(argumentLiveness, argumentLiveness->markLive());
+    }
   }
 
   // Now that we have checked for memory-effecting ops in the blocks of concern,
@@ -231,6 +260,8 @@ void LivenessAnalysis::visitBranchOperand(OpOperand &operand) {
   // mark it "live" due to type (1.a/3) liveness.
   SmallVector<Liveness *, 4> operandLiveness;
   operandLiveness.push_back(getLatticeElement(operand.get()));
+  for (BlockArgument argument : argumentNotOperand)
+    operandLiveness.push_back(getLatticeElement(argument));
   SmallVector<const Liveness *, 4> resultsLiveness;
   for (const Value result : op->getResults())
     resultsLiveness.push_back(getLatticeElement(result));
diff --git a/mlir/test/Transforms/remove-dead-values.mlir b/mlir/test/Transforms/remove-dead-values.mlir
index 56449469dc29f..e7304505c809e 100644
--- a/mlir/test/Transforms/remove-dead-values.mlir
+++ b/mlir/test/Transforms/remove-dead-values.mlir
@@ -649,3 +649,28 @@ func.func @callee(%arg0: index, %arg1: index, %arg2: index) -> index {
   %res = call @mutl_parameter(%arg0, %arg1, %arg2) : (index, index, index) -> (index)
   return %res : index
 }
+
+// -----
+
+// This test verifies that the induction variables in loops are not deleted, the loop has results.
+
+// CHECK-LABEL: func @dead_value_loop_ivs
+func.func @dead_value_loop_ivs_has_result(%lb: index, %ub: index, %step: index, %b: i1) -> i1 {
+  %loop_ret = scf.for %iv = %lb to %ub step %step iter_args(%iter = %b) -> (i1) {
+    cf.assert %b, "loop not dead"
+    scf.yield %b : i1
+  }
+  return %loop_ret : i1
+}
+
+// -----
+
+// This test verifies that the induction variables in loops are not deleted, the loop has no results.
+
+// CHECK-LABEL: func @dead_value_loop_ivs_no_result
+func.func @dead_value_loop_ivs_no_result(%lb: index, %ub: index, %step: index, %input: memref<?xf32>, %value: f32, %pos: index) {
+  scf.for %iv = %lb to %ub step %step {
+    memref.store %value, %input[%pos] : memref<?xf32>
+  }
+  return
+}