diff --git a/src/sql/src/statements.rs b/src/sql/src/statements.rs
index 196e3b9c98..7568fcb24f 100644
--- a/src/sql/src/statements.rs
+++ b/src/sql/src/statements.rs
@@ -371,7 +371,20 @@ fn parse_column_default_constraint(
                 // Always use lowercase for function expression
                 ColumnDefaultConstraint::Function(func.to_lowercase())
             }
+
             ColumnOption::Default(Expr::UnaryOp { op, expr }) => {
+                // Specialized process for handling numerical inputs to prevent
+                // overflow errors during the parsing of negative numbers,
+                // See https://github.com/GreptimeTeam/greptimedb/issues/4351
+                if let (UnaryOperator::Minus, Expr::Value(SqlValue::Number(n, _))) =
+                    (op, expr.as_ref())
+                {
+                    return Ok(Some(ColumnDefaultConstraint::Value(sql_number_to_value(
+                        data_type,
+                        &format!("-{n}"),
+                    )?)));
+                }
+
                 if let Expr::Value(v) = &**expr {
                     let value = sql_value_to_value(column_name, data_type, v, timezone, Some(*op))?;
                     ColumnDefaultConstraint::Value(value)
@@ -1050,6 +1063,28 @@ mod tests {
             constraint,
             Some(ColumnDefaultConstraint::Value(Value::Boolean(true)))
         );
+
+        // Test negative number
+        let opts = vec![ColumnOptionDef {
+            name: None,
+            option: ColumnOption::Default(Expr::UnaryOp {
+                op: UnaryOperator::Minus,
+                expr: Box::new(Expr::Value(SqlValue::Number("32768".to_string(), false))),
+            }),
+        }];
+
+        let constraint = parse_column_default_constraint(
+            "coll",
+            &ConcreteDataType::int16_datatype(),
+            &opts,
+            None,
+        )
+        .unwrap();
+
+        assert_matches!(
+            constraint,
+            Some(ColumnDefaultConstraint::Value(Value::Int16(-32768)))
+        );
     }
 
     #[test]
diff --git a/tests/cases/standalone/common/create/create.result b/tests/cases/standalone/common/create/create.result
index 237873dee1..86a89483e8 100644
--- a/tests/cases/standalone/common/create/create.result
+++ b/tests/cases/standalone/common/create/create.result
@@ -54,6 +54,23 @@ CREATE TABLE 'N.~' (i TIMESTAMP TIME INDEX);
 
 Error: 1004(InvalidArguments), Invalid table name: N.~
 
+CREATE TABLE neg_default_value_min(i TIMESTAMP TIME INDEX, j SMALLINT DEFAULT -32768);
+
+Affected Rows: 0
+
+DESC TABLE neg_default_value_min;
+
++--------+----------------------+-----+------+---------+---------------+
+| Column | Type                 | Key | Null | Default | Semantic Type |
++--------+----------------------+-----+------+---------+---------------+
+| i      | TimestampMillisecond | PRI | NO   |         | TIMESTAMP     |
+| j      | Int16                |     | YES  | -32768  | FIELD         |
++--------+----------------------+-----+------+---------+---------------+
+
+DROP TABLE neg_default_value_min;
+
+Affected Rows: 0
+
 DESC TABLE integers;
 
 +--------+----------------------+-----+------+---------+---------------+
diff --git a/tests/cases/standalone/common/create/create.sql b/tests/cases/standalone/common/create/create.sql
index 8aa1f48606..f5ae083318 100644
--- a/tests/cases/standalone/common/create/create.sql
+++ b/tests/cases/standalone/common/create/create.sql
@@ -26,6 +26,12 @@ CREATE TABLE test2 (i INTEGER, j TIMESTAMP TIME INDEX);
 
 CREATE TABLE 'N.~' (i TIMESTAMP TIME INDEX);
 
+CREATE TABLE neg_default_value_min(i TIMESTAMP TIME INDEX, j SMALLINT DEFAULT -32768);
+
+DESC TABLE neg_default_value_min;
+
+DROP TABLE neg_default_value_min;
+
 DESC TABLE integers;
 
 DESC TABLE test1;