diff --git a/datafusion/substrait/src/logical_plan/consumer/rel/join_rel.rs b/datafusion/substrait/src/logical_plan/consumer/rel/join_rel.rs
index 5681c92326e1..80046ec6c5c9 100644
--- a/datafusion/substrait/src/logical_plan/consumer/rel/join_rel.rs
+++ b/datafusion/substrait/src/logical_plan/consumer/rel/join_rel.rs
@@ -22,6 +22,7 @@ use datafusion::logical_expr::utils::split_conjunction;
 use datafusion::logical_expr::{
     BinaryExpr, Expr, LogicalPlan, LogicalPlanBuilder, Operator,
 };
+use datafusion::scalar::ScalarValue;
 
 use substrait::proto::{join_rel, JoinRel};
 
@@ -75,15 +76,22 @@ pub async fn from_join_rel(
             .build()
         }
         None => {
-            let on: Vec<String> = vec![];
-            left.join_detailed(
-                right.build()?,
-                join_type,
-                (on.clone(), on),
-                None,
-                NullEquality::NullEqualsNothing,
-            )?
-            .build()
+            // For joins without conditions, use cross_join if inner, otherwise use a filter with Boolean(true)
+            if join_type == JoinType::Inner {
+                left.cross_join(right.build()?)?.build()
+            } else {
+                // For outer joins without equi-join conditions, use a Boolean(true) filter
+                // This is semantically equivalent to having no condition (all rows match)
+                let on: Vec<String> = vec![];
+                left.join_detailed(
+                    right.build()?,
+                    join_type,
+                    (on.clone(), on),
+                    Some(Expr::Literal(ScalarValue::Boolean(Some(true)), None)),
+                    NullEquality::NullEqualsNothing,
+                )?
+                .build()
+            }
         }
     }
 }
diff --git a/datafusion/substrait/tests/cases/roundtrip_logical_plan.rs b/datafusion/substrait/tests/cases/roundtrip_logical_plan.rs
index 39e4984ab9f7..87a84610253c 100644
--- a/datafusion/substrait/tests/cases/roundtrip_logical_plan.rs
+++ b/datafusion/substrait/tests/cases/roundtrip_logical_plan.rs
@@ -1478,6 +1478,30 @@ async fn roundtrip_read_filter() -> Result<()> {
     roundtrip_verify_read_filter_count("SELECT a FROM data where a < 5", 1).await
 }
 
+#[tokio::test]
+async fn scalar_subquery_in_select() -> Result<()> {
+    // Scalar subqueries get converted to LEFT joins during optimization
+    // This tests that the LEFT join without equi-join conditions can roundtrip
+    let plan = generate_plan_from_sql(
+        "SELECT a, (SELECT MAX(b) FROM data2) as max_b FROM data",
+        false,
+        true,
+    )
+    .await?;
+
+    assert_snapshot!(
+    plan,
+    @r#"
+    Projection: data.a, max(data2.b) AS max_b
+      Left Join: 
+        TableScan: data projection=[a]
+        Aggregate: groupBy=[[]], aggr=[[max(data2.b)]]
+          TableScan: data2 projection=[b], partial_filters=[Boolean(true)]
+    "#
+    );
+    Ok(())
+}
+
 fn check_post_join_filters(rel: &Rel) -> Result<()> {
     // search for target_rel and field value in proto
     match &rel.rel_type {