diff --git a/src/relax/ir/dataflow_matcher.cc b/src/relax/ir/dataflow_matcher.cc
index 290ee42effe3..1a1cfa9d23e3 100644
--- a/src/relax/ir/dataflow_matcher.cc
+++ b/src/relax/ir/dataflow_matcher.cc
@@ -831,10 +831,19 @@ class PatternRewriter : ExprMutator {
   }
 
   BindingBlock VisitBindingBlock_(const DataflowBlockNode* block_node) final {
-    if (!ctx_) {
-      return ExprMutator::VisitBindingBlock_(block_node);
+    if (ctx_) {
+      return RewriteDataflowBlockFixedPoint(GetRef<DataflowBlock>(block_node));
+    }
+
+    DataflowBlock prev = GetRef<DataflowBlock>(block_node);
+    while (true) {
+      DataflowBlock next = Downcast<DataflowBlock>(ExprMutator::VisitBindingBlock_(prev.get()));
+      if (StructuralEqual()(prev, next)) {
+        return std::move(next);
+      } else {
+        prev = next;
+      }
     }
-    return RewriteDataflowBlockFixedPoint(GetRef<DataflowBlock>(block_node));
   }
 
  private:
diff --git a/tests/python/relax/test_dataflow_pattern.py b/tests/python/relax/test_dataflow_pattern.py
index 202db9b5b3d1..a804ea46c6d6 100644
--- a/tests/python/relax/test_dataflow_pattern.py
+++ b/tests/python/relax/test_dataflow_pattern.py
@@ -1318,5 +1318,53 @@ def rewriter(_expr, matches):
     tvm.ir.assert_structural_equal(after, expected)
 
 
+def test_repeated_pattern_match():
+    """rewrite_call should iterate until convergence"""
+
+    @R.function(private=True)
+    def before(
+        x: R.Tensor((1024,)),
+        y: R.Tensor((1024,)),
+        z: R.Tensor((1024,)),
+    ):
+        with R.dataflow():
+            a = R.add(x, y)
+            b = R.add(a, z)
+            out = R.multiply(b, R.const(5.0))
+            R.output(out)
+        return out
+
+    @R.function(private=True)
+    def expected(
+        x: R.Tensor((1024,)),
+        y: R.Tensor((1024,)),
+        z: R.Tensor((1024,)),
+    ):
+        with R.dataflow():
+            x = R.multiply(x, R.const(5.0))
+            y = R.multiply(y, R.const(5.0))
+            a = R.add(x, y)
+            z = R.multiply(z, R.const(5.0))
+            b = R.add(a, z)
+            R.output(b)
+        return b
+
+    pattern_add_lhs = wildcard()
+    pattern_add_rhs = wildcard()
+    pattern_add = is_op("relax.add")(pattern_add_lhs, pattern_add_rhs)
+
+    mul_const = is_const()
+    pattern_mul = is_op("relax.multiply")(pattern_add, mul_const)
+
+    pattern = pattern_mul
+
+    def rewriter(_expr, matches):
+        const = matches[mul_const]
+        return (matches[pattern_add_lhs] * const) + (matches[pattern_add_rhs] * const)
+
+    after = rewrite_call(pattern, rewriter, before)
+    tvm.ir.assert_structural_equal(after, expected)
+
+
 if __name__ == "__main__":
     tvm.testing.main()