If you're thinking of "funny" or "amusing":
* Serious
* Solemn
* Dour
* Grim
* Somber
If you're thinking of "lighthearted" or "playful":
* Serious
* Earnest
* Formal
* Strenuous
* Grave
If you're thinking of "witty" or "clever":
* Dull
* Boring
* Uninspired
* Tedious
* Flat
If you're thinking of "ironic" or "satirical":
* Straightforward
* Literal
* Direct
* Serious
Ultimately, the best opposite for "humorous" depends on the specific context.