You can use the given filter to change the html.
Use this in your themes functions.php
file
function wpse240457_add_class($html) {
$html="<ul class="product_list_widget your-new-class">";
return $html;
}
add_filter('woocommerce_before_widget_product_list', 'wpse240457_add_class', 1, 15);