The state-run China Daily said the central People's Bank of China was talking to the U.S. Treasury Department's Financial Crimes Enforcement Network about signing an agreement targeting ill-gotten assets held in the U.S.
China is set to finalize a similar deal with Canada, Chinese state media reported this month.
The central bank was also looking at a deal with Australia, the China Daily said, citing Zhang Xiaoming, deputy head of the Finance Ministry's legal assistance and foreign affairs department.
"After the agreements are made, China will share intelligence with the U.S. and Australia, which will also offer information to their enforcement agencies to conduct further investigations," Zhang told the English-language paper.
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"Once law enforcement officers in the U.S. and Australia identify illegal funds, they will immediately initiate judicial procedures to freeze and confiscate those criminal proceeds in their countries."
The United States, Canada and Australia are popular locations for corrupt officials to transfer their assets, the paper added.
But legal problems have prevented China from getting these assets back, Zhang said.
"Although the U.S. Federal Bureau of Investigation or Australian police have traced the assets and collected enough evidence to identify them as ill-gotten gains, they are unable to take immediate measures to freeze and confiscate them due to the lack of asset restraining orders from the Chinese courts."
President Xi Jinping has vowed to go after high-ranking "tigers" as well as lowly "flies" in his campaign against corruption.
China this month asked the United States to help it track down more than 100 people suspected of corruption. At least 428 Chinese suspects had been captured abroad by early December under the "Fox Hunt" campaign, the China Daily said.