If museums are on your list of things to see, you might want to browse the collections at Guandong Army Museum in Lüshunkou District. If you want to see more of the museums in Dalian, you can easily walk to Lüshun Museum.
If you're planning a bit of sightseeing head to Lushun Dahe Hotel Site— just one of the monuments in Lüshunkou District.