diff --git a/src/relay/transforms/simplify_expr.cc b/src/relay/transforms/simplify_expr.cc
index 463f76995436..7a4a9bd9fae8 100644
--- a/src/relay/transforms/simplify_expr.cc
+++ b/src/relay/transforms/simplify_expr.cc
@@ -565,6 +565,36 @@ class ConcretizeBroadcastToLikeRewrite : public ConcretizeLikeRewrite {
   }
 };
 
+/*!
+ * \brief Converts cast_like operator to cast. Not inheriting from ConcretizeLikeRewrite
+ * because even if shape is not static, still can concretize.
+ */
+class ConcretizeCastLikeRewrite : public DFPatternRewrite {
+ public:
+  ConcretizeCastLikeRewrite() {
+    data_pat_ = IsWildcard();
+    like_pat_ = IsWildcard();
+    pattern_ = IsOp("cast_like")({data_pat_, like_pat_});
+  }
+
+  Expr Callback(const Expr& pre, const Expr& post,
+                const Map<DFPattern, Array<Expr>>& node_map) const override {
+    const CallNode* call_node = pre.as<CallNode>();
+    ICHECK(call_node);
+
+    if (!call_node->checked_type().as<TensorTypeNode>()) {
+      return post;
+    }
+
+    const TensorTypeNode* like_ty = pre->checked_type().as<TensorTypeNode>();
+    return MakeCast(node_map[data_pat_][0], like_ty->dtype);
+  }
+
+ protected:
+  DFPattern data_pat_;
+  DFPattern like_pat_;
+};
+
 /*! \brief Eliminates expressions that are equivalent to identity. */
 class EliminateIdentityRewrite : public DFPatternRewrite {
  public:
@@ -762,6 +792,7 @@ Expr SimplifyExpr(const Expr& expr, const IRModule& mod) {
   composer.AddRewrite<ConcretizeReshapeLikeRewrite>();
   composer.AddRewrite<ConcretizeCollapseSumLikeRewrite>();
   composer.AddRewrite<ConcretizeBroadcastToLikeRewrite>();
+  composer.AddRewrite<ConcretizeCastLikeRewrite>();
   composer.AddRewrite<SimplifyRSqrt>();
   composer.AddRewrite<EliminateIdentityRewrite>();
   composer.AddRewrite<SimplifyReshape>();
diff --git a/tests/python/relay/test_pass_simplify_expr.py b/tests/python/relay/test_pass_simplify_expr.py
index dcd58602b0ac..16d5efe10c44 100644
--- a/tests/python/relay/test_pass_simplify_expr.py
+++ b/tests/python/relay/test_pass_simplify_expr.py
@@ -442,7 +442,7 @@ def test_simplify_consecutive_cast():
     expr1 = relay.cast(x, "int32")
     expr2 = relay.cast_like(expr1, y)
     actual = run_opt_pass(expr2, relay.transform.SimplifyExpr())
-    expected = run_infer_type(expr2)
+    expected = run_infer_type(relay.cast(expr1, "float32"))
     assert tvm.ir.structural_equal(actual, expected)
 
 
@@ -517,6 +517,17 @@ def test_concretize_broadcast_to_like():
     assert tvm.ir.structural_equal(actual, expected)
 
 
+def test_concretize_cast_like():
+    dim_any = tvm.tir.Any()
+    data = relay.var("data", shape=(3, dim_any, 5), dtype="float32")
+    dtype_like = relay.var("dtype_like", shape=(dim_any, 3, 3), dtype="int32")
+    expr = relay.cast_like(data, dtype_like)
+
+    expected = run_infer_type(relay.cast(data, "int32"))
+    actual = run_opt_pass(expr, relay.transform.SimplifyExpr())
+    assert tvm.ir.structural_equal(actual, expected)
+
+
 def test_concretize_multiple():
     x = relay.var("x", shape=(2, 3), dtype="float32")
     y = relay.var("y", shape=(3,), dtype="float32")