Can you provide yoochoose data after your preprocessing?. There are too many mysteries in your paper for example the statitics in the paper about yoochoose are different from sr-gnn after preprocessing( the number items,...).
And also did you truncate_long_sessions all session has length higher 20 like you did in digentical?