According to law, which came into effect today, special task forces to curb extremism would be set up at regional, prefectural and county governments and local leaders would be evaluated annually for their localities' achievements on the matter.
The stringent regulation aimed at curbing religious extremism came amid the government's intensifying campaign against what it calls the rising threat of terrorism and separatism in the province was passed this week.
The law bans a wide range of acts including wearing veils or "abnormal" beards, without specifying the term.
The regulation were passed by the Xinjiang legislature's standing committee.
Security and surveillance measures have been beefed up in recent months following reports of heightened violence in the region's rural south, including massive shows of force where thousands of heavily-armed police paraded in a number of cities.
The province is restive for several years due to the resentment by Uygurs over increasing settlements of Han population from other provinces.
A number of its members reported to have joined Islamic State (IS) to fight in Syria and Beijing apprehends that they would return to carry out more attacks.
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