Gwangju to Seoul High-Speed Train
The KTX and Korail trains are the fastest and often cheapest methods of transportation between Gwangju and Seoul. The trip between these two Korean cities takes around 2 hours on an Economy Class seat or Business Class seat if that sounds more like what you're looking for. The tickets can be booked online before boarding.
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