The couple were spotted at the Mexican restaurant Malo in Los Angeles' Los Feliz neighborhood with a group of nearly 40 friends, including "Spring Breakers" actress Ashley Benson, reported Us magazine.
Stewart kept the dress code casual in jeans, a black zip-up hoodie and sneakers whereas Pattinson, 26, followed her lead by wearing a black jacket, gray hoodie, jeans and sneakers.
Stewart and Pattinson appeared to be in good spirits as they were seen exiting a car together. She was also snapped with a big smile on her face while walking arm-in-arm with a female friend.