ChmSee is an HTML Help viewer for Unix/Linux. It is based on CHMLIB and use GTK+ as its frontend toolkit. Because of using gecko HTML rendering engine, ChmSee can support rich features of modern HTML page, specially CSS.
ChmSee is available by default in ubuntu software center.
You can download the latest source code from code.google.com
A screenshot of ChmSee: