Only three of the nine Indians had finished their first round with Shiv Kapur and Digvijay Singh returning even par 72 each and Anirban Lahiri carding a disappointing 74 including three bogeys on the back nine.
Gaganjeet Bhullar and Jyoti Randhawa were one-under through nine and eight holes respectively, while Himmat Rai was one-over after seven. C Muniyappa, playing on a medical exemption, was six-over after nine, and SSP Chowrasia was seven-over after 11.
The 2011 Masters Tournament winner, Charl Schwartzel of South Africa, and China's Wu Ashun stood at four-under through 11 and 12 holes respectively.
World number three Luke Donald carded a two over par 74, while Irishman Padraig Harrington signed for a three-under par 69 in the Malaysian capital.
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Jeev had a great start with a birdie on first and an eagle on third. He added a second birdie on seventh to go four-under, but a bogey on ninth put him back to three-under.
"So I always have positive memories when I come back here.