This arc (so far) remind me of SanSheng, Death Exists Not at the River of Oblivion . Cute or creepy depending on your take on the topic of "love from past life".
Edits: thinking about it, maybe Seven unfortunate lifetime might be closer, since one of the lead doesn't lose their memory. This one...