At around 10pm, two men in their 40s were assaulted in the doorway of the pub on Brunswick Street.
They both sustained minor injuries.
Police have arrested and charged two men in connection with the incident, but are keen to identify a third man.
Karan Sharma aged 19 of Lee Road in Leamington Spa and Sean Patrick Gilfillan aged 18 of Stretton Crescent in Leamington Spa are both charged with assault occasioning actual bodily harm.
They were both due to appear at Warwickshire Magistrates Court today (Friday).
Police are urging anyone who recognises the man to contact PC James Hamilton in Leamington CID on 01926 684025 or by email [email protected]
Alternatively contact Crimestoppers anonymously by calling 0800 555 111 or via the website crimestoppers-uk.org