Recommendations for Vilnius in November

Myself and my girlfriend (American) are about to spend 2+ weeks in Vilnius. She’s conducting fieldwork for social science research and will be quite busy, but I have a lot of flexibility with my work schedule (WFH) and am looking forward to seeing lots of Vilnius (especially via long walks). Are there any recommendations you have for activities that must be seen or experienced?

Many thanks!