A man accused of leading Border Patrol agents on a high-speed pursuit that ended with a crash on Interstate 8 in Boulevard, killing three of the suspected undocumented immigrants riding in his truck and injuring seven others, pleaded not guilty Tuesday to charges of second-degree murder, gross vehicular manslaughter and reckless driving causing injury.