[11] In August, competing as the top seed in the World Championships, Zheng and Huang got their third gold medal of this event in their career by beating Yuta Watanabe and Arisa Higashino, who were fighting in home soil, in two straight games.

[19] In the end of April, Huang and Zheng participated in the Asia Championships as defending champions, and finished with a silver medal after losing to compatriots Jiang Zhenbang and Wei Yaxin.

[21] In June, after losing to Kim Won-ho and Jeong Na-eun in the quarterfinals in Singapore,[22] Huang and Zheng won their third Super 1000 title of the season in the Indonesia Open, defeating Watanabe and Higashino in straight games in the final.

[25] In 2024, Huang and Zheng, who were dominant previously in Malaysia Open just finally defeated in 2024 by Kim Won-ho and Jeong Na-eun in three sets by scoreline of 21-11, 18-21, 17-21.

[26] Two weeks later, They manage to win their fifth Indonesia Masters against a young Japanese mixed doubles pair Hiroki Midorikawa and Natsu Saito in straight sets.

[27] In March, Huang and Zheng pair manage to defend their All England Open title and win it for the third time against their Japanese rival and number 2 seeds, Yuta Watanabe and Arisa Higashino 21–16, 21–11.

[28] Later in April, Huang and Zheng continues to fumble the Asia Championships in the semifinals this time by losing to current recently heralded World Champions, Seo and Chae.

[31] As a result of a great and consistent season in last two years, Huang and Zheng manage to qualifies to the 2024 Olympics as the first seed in mixed doubles category.

In the quarterfinals, they manage to defeat their compatriot who is in the second seed, Feng Yanzhe and Huang Dongping in an all Chinese quarterfinal[33] before beating the fourth seed, Yuta Watanabe and Arisa Higashino 21–14, 21–15 in the semis and finally redeeming their lost at 2020 Olympics with a dominating straight sets win against Kim Won-ho and Jeong Na-eun 21–8, 21–11 and took their first gold medal, completing their final major collections.

[34] To cap off the season, Huang and Zheng won another World Tour Finals after defeating Chen Tang Jie and Toh Ee Wei in a grueling three sets match of 21–18, 14–21, 21–17.