Some examples of what I'm looking for would be:

  • - Autumn's Concerto
  • - Loving, Never Forgetting
  • - Le Jun Kai

Basically, I want two people who were in love (can be one-night-stand,etc., but previous relationship is just as fine) and the girl gets pregnant, but for some reason (Memory loss: Autumn's Concerto), she doesn't tell the guy about their child. Then, when he finds out, he goes ballistic! I'm really looking for that angst that grows into love. Any recs. are welcome and Thank You in advance! Have a blessed day ;)

You should watch Ho Goo's Love! It's pretty much the only drama I watched that involves pregnancy but I loved it :)
Let me see..
only you - korean drama
Giant - the little sister story
Thai dramas have the general theme of angst to love in the majority
New Tales of Gisaeng, but pregnancy is part of older generation story.
Two Weeks,
Super Daddy Yeol, 
A Gentleman's Dignity (It isn't the main girl though),
Cunning Single Lady (But it's not the main plot)

Fated to Love You (?) She eventually tells him while she's pregnant. One of the first Taiwanese dramas I've watched (and there's a Korean remake, but I prefer the Taiwanese version)  
I would recommend Queen of the Game. The actor knows at first about the pregnancy but has been denied by the actress. 
Wonderful Life (k-drama)
Bride of the Century??? or not exactly?
Secret , there isnt pregnancy but angst turns to love 

http://mydramalist.com/7761-secret
+1 Two Weeks
My Girl (http://mydramalist.com/73-my-girl-2009)
Oh! My Lady
Baby & I (there is a twist to the kid plot)
Blade Man (the kid is really a subplot though)
Boysitter
Sunny Happiness
Legendary Witch (it's a side couple/story // he knew but thought she aborted)
Thai drama Ngao Hua Jai