Chopin, Chopin, and Chopin. The end-all, be-all of romantic piano. The epitomy and absolute pinnacle of expressive music for the piano. Nocturnes, Preludes, Waltzes, Mazurkas, Polonaises, Ballades... listen to them all.
Then if you want, check out Liszt, Rachmaninoff, Debussy, Schumann...