With three touchdowns and 235 yards through the air, Veilleux helped guide the Nittany Lions to their 28-0 win over Rutgers.
The shutout marks the first time Penn State has held two conference opponents scoreless in program history.
Penn State is an 18-point favorite over the Scarlet Knights.
The No. 15 Nittany Lions were convincingly swept by the Cornhuskers after they blew several leads and advantages.
The Nittany Lions secured their second victory over a top-10 opponent this season.
Penn State women's soccer won an instant classic against USC in a penalty shootout.