From Shoujo Manga Maniac:
The Song Dynasty:
Shan Yu Mu, an artist who can see and paint the future, is driven out of his village as a heretic… Haunted by visions of countless disasters, he wanders and encounters the innocent and spirited young lady, Chuei Ying Shuang! After a terrifying prophecy, these two who were strangers step on a path toward an uncertain future. Will their path be blessed or cursed? The only certain thing is that they will walk that path together…

A scholar with absolutely no desire to study met a mysterious girl called 'Miss Ugly' who had no memories of her past. She was resigned to her fate of being destined to be sacrificed to the Huang Deity, but the scholar was determined to save her.