In the first day I thought the problem was because a problem in Facebook. After a few days I noticed that some of my friends didn’t have problem with Facebook, even though I didn’t know what browser that they used.
Yesterday I fixed the problem. Looks like it because the offline website data in my notebook cause the problem. Yesterday I cleared all the caches, cookies, and offline website data, and then my facebook’s look backs to normal.