The 26-year-old said: "I'm very disappointed to have to withdraw from next week's Prudential Hong Kong Tennis Open. I was really looking forward to being part of this fantastic event again and seeing more of the wonderful city of Hong Kong.
Johanna Konta of Great Britain plays a backhand during the match against Ashleigh Barty of Australia on Day 2 of 2017 Dongfeng Motor Wuhan Open at Optics Valley International Tennis Center on September 25, 2017 in Wuhan, China
Image credit: Getty Images
"I want to wish everyone involved in the tournament a happy and successful one. I look forward to hopefully seeing you all next year."
Despite her poor form, Konta is hanging onto the eighth and final qualifying spot for the WTA Finals in Singapore later this month, with her rivals so far unable to capitalise.
Kristina Mladenovic, Svetlana Kuznetsova and Coco Vandeweghe also lost early in Beijing, with Wuhan Open champion Caroline Garcia now looking the main danger.
Konta missed out on a debut appearance 12 months ago when Kuznetsova won the Kremlin Cup to overtake her at the last moment.