diff --git a/src/target/llvm/codegen_cpu.cc b/src/target/llvm/codegen_cpu.cc
index ad09730e6db8..dde842765c78 100644
--- a/src/target/llvm/codegen_cpu.cc
+++ b/src/target/llvm/codegen_cpu.cc
@@ -341,14 +341,24 @@ llvm::Value* CodeGenCPU::CreateCallExtern(const CallNode* op) {
       gv_func_map_[op->name] = InitContextPtr(ftype->getPointerTo(), "__" + op->name);
       it = gv_func_map_.find(op->name);
     }
-    return builder_->CreateCall(GetContextPtr(it->second), arg_values);
+#if TVM_LLVM_VERSION >= 90
+    auto ext_callee = llvm::FunctionCallee(ftype, GetContextPtr(it->second));
+#else
+    auto ext_callee = GetContextPtr(it->second);
+#endif
+    return builder_->CreateCall(ext_callee, arg_values);
   } else {
     llvm::Function* f = module_->getFunction(op->name);
     if (f == nullptr) {
       f = llvm::Function::Create(
           ftype, llvm::Function::ExternalLinkage, op->name, module_.get());
     }
-    return builder_->CreateCall(f, arg_values);
+#if TVM_LLVM_VERSION >= 90
+    auto ext_callee = llvm::FunctionCallee(f);
+#else
+    auto ext_callee = f;
+#endif
+    return builder_->CreateCall(ext_callee, arg_values);
   }
 }
 
@@ -524,9 +534,15 @@ void CodeGenCPU::CreateParallelLaunch(const Stmt& body, int num_task) {
   Array<Var> vfields = tir::UndefinedVars(body, {});
   uint64_t nbytes;
   llvm::Value* cdata = PackClosureData(vfields, &nbytes);
+#if TVM_LLVM_VERSION >= 90
+  auto launch_callee = llvm::FunctionCallee(
+      ftype_tvm_parallel_launch_, RuntimeTVMParallelLaunch());
+#else
+  auto launch_callee = RuntimeTVMParallelLaunch();
+#endif
   BasicBlock* par_launch_end = CheckCallSuccess(
       builder_->CreateCall(
-          RuntimeTVMParallelLaunch(),
+          launch_callee,
           {f, builder_->CreatePointerCast(cdata, t_void_p_), ConstInt32(num_task)}));
   // Setup the closure function.
   BasicBlock *lambda_entry = BasicBlock::Create(*ctx_, "entry", f);
@@ -670,8 +686,14 @@ llvm::Value* CodeGenCPU::GetPackedFuncHandle(const std::string& fname) {
   ctx->setMetadata(
       "tbaa",
       md_builder_->createTBAAStructTagNode(md_tbaa_ctx_ptr_, md_tbaa_ctx_ptr_, 0));
+#if TVM_LLVM_VERSION >= 90
+  auto env_callee = llvm::FunctionCallee(
+      ftype_tvm_get_func_from_env_, RuntimeTVMGetFuncFromEnv());
+#else
+  auto env_callee = RuntimeTVMGetFuncFromEnv();
+#endif
   llvm::Value* retcode = builder_->CreateCall(
-      RuntimeTVMGetFuncFromEnv(), {ctx, GetConstString(fname), out});
+      env_callee, {ctx, GetConstString(fname), out});
   init_block = CheckCallSuccess(retcode);
 #if TVM_LLVM_VERSION >= 110
   llvm::Value* loaded_handle = builder_->CreateAlignedLoad(out, llvm::Align(align));
@@ -710,9 +732,14 @@ CodeGenCPU::MakeCallPacked(const Array<PrimExpr> &args, llvm::Value **rvalue,
       builder_->CreatePointerCast(stack_value, t_tvm_value_->getPointerTo()),
       ConstInt32(end));
   *ret_tcode = CreateBufferPtr(DataType::Int(32), stack_tcode, ConstInt32(end));
+#if TVM_LLVM_VERSION >= 90
+  auto call_callee = llvm::FunctionCallee(ftype_tvm_func_call_, RuntimeTVMFuncCall());
+#else
+  auto call_callee = RuntimeTVMFuncCall();
+#endif
   BasicBlock *end_block = CheckCallSuccess(builder_->CreateCall(
-      RuntimeTVMFuncCall(), {handle, arg_value, arg_tcode, ConstInt32(nargs),
-                             ret_value, *ret_tcode}));
+      call_callee, {handle, arg_value, arg_tcode, ConstInt32(nargs),
+                    ret_value, *ret_tcode}));
   DataType r_api_type = tir::APIType(r_type);
   llvm::Value* load_ptr = builder_->CreatePointerCast(
       ret_value, DTypeToLLVMType(r_api_type)->getPointerTo());
@@ -890,7 +917,13 @@ void CodeGenCPU::VisitStmt_(const AssertStmtNode* op) {
   builder_->CreateCondBr(cond, end_block, fail_block, md_very_likely_branch_);
   // fail condition.
   builder_->SetInsertPoint(fail_block);
-  builder_->CreateCall(RuntimeTVMAPISetLastError(), {msg});
+#if TVM_LLVM_VERSION >= 90
+  auto err_callee = llvm::FunctionCallee(
+      ftype_tvm_api_set_last_error_, RuntimeTVMAPISetLastError());
+#else
+  auto err_callee = RuntimeTVMAPISetLastError();
+#endif
+  builder_->CreateCall(err_callee, {msg});
   builder_->CreateRet(ConstInt32(-1));
   // otherwise set it to be new end.
   builder_->SetInsertPoint(end_block);
@@ -917,9 +950,14 @@ void CodeGenCPU::VisitStmt_(const AttrStmtNode* op) {
           << "Cannot not place within parallel loop as the workload may differ, "
           << " place it between parallel and parallel_launch_point";
       this->VisitStmt(op->body);
+#if TVM_LLVM_VERSION >= 90
+      auto bar_callee = llvm::FunctionCallee(
+          ftype_tvm_parallel_barrier_, RuntimeTVMParallelBarrier());
+#else
+      auto bar_callee = RuntimeTVMParallelBarrier();
+#endif
       builder_->CreateCall(
-          RuntimeTVMParallelBarrier(),
-          {MakeValue(parallel_env_.task_id),  parallel_env_.penv});
+          bar_callee, {MakeValue(parallel_env_.task_id),  parallel_env_.penv});
     } else if (op->attr_key == tir::attr::pragma_import_llvm) {
       const StringImmNode* value = op->value.as<StringImmNode>();
       CHECK(value != nullptr);