diff --git a/executor/builder.go b/executor/builder.go
index 946d25a12d100..582a0fd0c75e3 100644
--- a/executor/builder.go
+++ b/executor/builder.go
@@ -944,6 +944,11 @@ func (b *executorBuilder) buildLoadData(v *plannercore.LoadData) Executor {
 		b.err = err
 		return nil
 	}
+	err = loadDataInfo.initColAssignExprs()
+	if err != nil {
+		b.err = err
+		return nil
+	}
 	loadDataExec := &LoadDataExec{
 		baseExecutor: newBaseExecutor(b.ctx, nil, v.ID()),
 		IsLocal:      v.IsLocal,
diff --git a/executor/load_data.go b/executor/load_data.go
index a5db464ce705e..c98bcff077bdc 100644
--- a/executor/load_data.go
+++ b/executor/load_data.go
@@ -29,6 +29,7 @@ import (
 	"github.com/pingcap/tidb/parser/model"
 	"github.com/pingcap/tidb/parser/mysql"
 	"github.com/pingcap/tidb/sessionctx"
+	"github.com/pingcap/tidb/sessionctx/stmtctx"
 	"github.com/pingcap/tidb/table"
 	"github.com/pingcap/tidb/types"
 	"github.com/pingcap/tidb/util/chunk"
@@ -116,7 +117,11 @@ type LoadDataInfo struct {
 	rows        [][]types.Datum
 	Drained     bool
 
-	ColumnAssignments  []*ast.Assignment
+	ColumnAssignments     []*ast.Assignment
+	ColumnAssignmentExprs []expression.Expression
+	// sessionCtx generate warnings when rewrite AST node into expression.
+	// we should generate such warnings for each row encoded.
+	exprWarnings       []stmtctx.SQLWarn
 	ColumnsAndUserVars []*ast.ColumnNameOrUserVar
 	FieldMappings      []*FieldMapping
 
@@ -211,6 +216,23 @@ func (e *LoadDataInfo) initLoadColumns(columnNames []string) error {
 	return nil
 }
 
+// initColAssignExprs creates the column assignment expressions using session context.
+// RewriteAstExpr will write ast node in place(due to xxNode.Accept), but it doesn't change node content,
+func (e *LoadDataInfo) initColAssignExprs() error {
+	for _, assign := range e.ColumnAssignments {
+		newExpr, err := expression.RewriteAstExpr(e.Ctx, assign.Expr, nil, nil)
+		if err != nil {
+			return err
+		}
+		// col assign expr warnings is static, we should generate it for each row processed.
+		// so we save it and clear it here.
+		e.exprWarnings = append(e.exprWarnings, e.Ctx.GetSessionVars().StmtCtx.GetWarnings()...)
+		e.Ctx.GetSessionVars().StmtCtx.SetWarnings(nil)
+		e.ColumnAssignmentExprs = append(e.ColumnAssignmentExprs, newExpr)
+	}
+	return nil
+}
+
 // initFieldMappings make a field mapping slice to implicitly map input field to table column or user defined variable
 // the slice's order is the same as the order of the input fields.
 // Returns a slice of same ordered column names without user defined variable names.
@@ -664,15 +686,19 @@ func (e *LoadDataInfo) colsToRow(ctx context.Context, cols []field) []types.Datu
 
 		row = append(row, types.NewDatum(string(cols[i].str)))
 	}
-	for i := 0; i < len(e.ColumnAssignments); i++ {
+
+	for i := 0; i < len(e.ColumnAssignmentExprs); i++ {
 		// eval expression of `SET` clause
-		d, err := expression.EvalAstExpr(e.Ctx, e.ColumnAssignments[i].Expr)
+		d, err := e.ColumnAssignmentExprs[i].Eval(chunk.Row{})
 		if err != nil {
 			e.handleWarning(err)
 			return nil
 		}
 		row = append(row, d)
 	}
+	if len(e.exprWarnings) > 0 {
+		e.Ctx.GetSessionVars().StmtCtx.AppendWarnings(e.exprWarnings)
+	}
 
 	// a new row buffer will be allocated in getRow
 	newRow, err := e.getRow(ctx, row)
diff --git a/server/server_test.go b/server/server_test.go
index fe63a6847670c..7471516f62d80 100644
--- a/server/server_test.go
+++ b/server/server_test.go
@@ -1576,6 +1576,73 @@ func (cli *testServerClient) runTestLoadData(t *testing.T, server *Server) {
 		require.NoError(t, rows.Close())
 		dbt.MustExec("drop table if exists pn")
 	})
+
+	err = fp.Close()
+	require.NoError(t, err)
+	err = os.Remove(path)
+	require.NoError(t, err)
+
+	fp, err = os.Create(path)
+	require.NoError(t, err)
+	require.NotNil(t, fp)
+
+	_, err = fp.WriteString(
+		`1,2` + "\n" +
+			`1,2,,4` + "\n" +
+			`1,2,3` + "\n" +
+			`,,,` + "\n" +
+			`,,3` + "\n" +
+			`1,,,4` + "\n")
+	require.NoError(t, err)
+
+	nullInt32 := func(val int32, valid bool) sql.NullInt32 {
+		return sql.NullInt32{Int32: val, Valid: valid}
+	}
+	expects := []struct {
+		col1 sql.NullInt32
+		col2 sql.NullInt32
+		col3 sql.NullInt32
+		col4 sql.NullInt32
+	}{
+		{nullInt32(1, true), nullInt32(2, true), nullInt32(0, false), nullInt32(0, false)},
+		{nullInt32(1, true), nullInt32(2, true), nullInt32(0, false), nullInt32(4, true)},
+		{nullInt32(1, true), nullInt32(2, true), nullInt32(3, true), nullInt32(0, false)},
+		{nullInt32(0, true), nullInt32(0, false), nullInt32(0, false), nullInt32(0, false)},
+		{nullInt32(0, true), nullInt32(0, false), nullInt32(3, true), nullInt32(0, false)},
+		{nullInt32(1, true), nullInt32(0, false), nullInt32(0, false), nullInt32(4, true)},
+	}
+
+	cli.runTestsOnNewDB(t, func(config *mysql.Config) {
+		config.AllowAllFiles = true
+		config.Params["sql_mode"] = "''"
+	}, "LoadData", func(dbt *testkit.DBTestKit) {
+		dbt.MustExec("drop table if exists pn")
+		dbt.MustExec("create table pn (c1 int, c2 int, c3 int, c4 int)")
+		dbt.MustExec("set @@tidb_dml_batch_size = 1")
+		_, err1 := dbt.GetDB().Exec(fmt.Sprintf(`load data local infile %q into table pn FIELDS TERMINATED BY ',' (c1, @val2, @val3, @val4) 
+							 SET c2 = NULLIF(@val2, ''), c3 = NULLIF(@val3, ''), c4 = NULLIF(@val4, '')`, path))
+		require.NoError(t, err1)
+		var (
+			a sql.NullInt32
+			b sql.NullInt32
+			c sql.NullInt32
+			d sql.NullInt32
+		)
+		rows := dbt.MustQuery("select * from pn")
+		for _, expect := range expects {
+			require.Truef(t, rows.Next(), "unexpected data")
+			err = rows.Scan(&a, &b, &c, &d)
+			require.NoError(t, err)
+			require.Equal(t, expect.col1, a)
+			require.Equal(t, expect.col2, b)
+			require.Equal(t, expect.col3, c)
+			require.Equal(t, expect.col4, d)
+		}
+
+		require.Falsef(t, rows.Next(), "unexpected data")
+		require.NoError(t, rows.Close())
+		dbt.MustExec("drop table if exists pn")
+	})
 }
 
 func (cli *testServerClient) runTestConcurrentUpdate(t *testing.T) {