UDP used to work (~3 years ago) but currently it's blocked wholesale. OpenVPN over TCP gets throttled and blocked thanks to DPI too, an obfuscation layer is required because OpenVPN traffic is identifiable due to a fairly unique encryption fingerprint.
http://blog.strongvpn.asia/china-blocking-udp-ports/