Like This Film?
If you liked What Time Is It There? as well as other works of Ming-liang Tsai, here are some other films that are similar:
It's All About Love 2003 Directed by Thomas Vinterberg
Until The End Of The World 1991 Directed by Wim Wenders
Mauvais Sang 1986 Directed by Leos Carax
Eye Of The Beholder 1999 Directed by Stephan Elliott
Chungking Express 1994 Directed by Kar Wai Wong
The Girl On The Bridge 1999 Directed by Patrice Leconte
Of course I have to mention the film's homage:
The 400 Blows 1959 Directed by Francois Truffaut
If I had a nickel for every cigarette your mom smoked, I'd be dead.